Kiranyaz S, Ince T, Abdeljaber O, Avci O, Gabbouj M. 1-D Convolutional Neural Networks for Signal Processing Applications. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 8360-8364 https://doi.org/10.1109/ICASSP.2019.8682194

Schwarz S, Hannuksela MM, Fakour-Sevom V, Sheikhi-Pour N. 2D Video Coding of Volumetric Video Data. julkaisussa 2018 Picture Coding Symposium, PCS 2018 - Proceedings. IEEE. 2018. s. 61-65. 8456265 https://doi.org/10.1109/PCS.2018.8456265

Curcio IDD, Toukomaa H, Naik D. 360-Degree video streaming and its subjective quality. julkaisussa SMPTE 2017 Annual Technical Conference and Exhibition, SMPTE 2017. SMPTE. 2018. s. 1-23 https://doi.org/10.5594/M001758

Kimionis J, Georgiadis A, Isakov M, Qi HJ, Tentzeris MM. 3D/inkjet-printed origami antennas for multi-direction RF harvesting. julkaisussa 2015 IEEE MTT-S International Microwave Symposium, IMS 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7166878 https://doi.org/10.1109/MWSYM.2015.7166878

Davidson P, Raunio JP, Piché R. Accurate depth estimation from a sequence of monocular images supported by proprioceptive sensors. julkaisussa 23rd Saint Petersburg International Conference on Integrated Navigation Systems, ICINS 2016 - Proceedings. State Research Center of the Russian Federation. 2016. s. 249-257

Mesaros A, Heittola T, Virtanen T. Acoustic scene classification: An overview of dcase 2017 challenge entries. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE. 2018. s. 411-415 https://doi.org/10.1109/IWAENC.2018.8521242

Boutellier J, Ersfolk J, Lilius J, Mattavelli M, Roquier G, Silvén O. Actor Merging for Dataflow Process Networks. IEEE Transactions on Signal Processing. 2015 touko 15;63(10):2496-2508. 7055878. https://doi.org/10.1109/TSP.2015.2411229

Onose A, Dumitrescu B. Adaptive Randomized Coordinate Descent for Sparse Systems: Lasso and Greedy Algorithms. IEEE Transactions on Signal Processing. 2015 elo 1;63(15):4091-4101. https://doi.org/10.1109/TSP.2015.2436369

Zhu S, Zeng B, Gabbouj M. Adaptive sampling for compressed sensing based image compression. Journal of Visual Communication and Image Representation. 2015 heinä 1;30:94-105. https://doi.org/10.1016/j.jvcir.2015.03.006

Ben Salem H, Damarla T, Sudusinghe K, Stechele W, Bhattacharyya SS. Adaptive tracking of people and vehicles using mobile platforms. Eurasip Journal on Advances in Signal Processing. 2016 joulu 1;2016(1). 65. https://doi.org/10.1186/s13634-016-0356-9

Mariotti C, Cook BS, Alimenti F, Roselli L, Tentzeris MM. Additively manufactured multilayer high performance RF passive components on cellulose substrates for internet-of-things electronic circuits. julkaisussa 2015 IEEE MTT-S International Microwave Symposium, IMS 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7166924 https://doi.org/10.1109/MWSYM.2015.7166924

Henno J, Jaakkola H, Makela J. Adjusting university education with workspace training and self-education. julkaisussa 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2018. IEEE. 2018. s. 701-708 https://doi.org/10.23919/MIPRO.2018.8400131

Korpi D, Aghababaeetafreshi M, Piilila M, Anttila L, Valkama M. Advanced architectures for self-interference cancellation in full-duplex radios: Algorithms and measurements. julkaisussa 2016 50th Asilomar Conference on Signals, Systems and Computers. IEEE. 2017. s. 1553-1557 https://doi.org/10.1109/ACSSC.2016.7869639

Martino L, Yang H, Luengo D, Kanniainen J, Corander J. A fast universal self-tuned sampler within Gibbs sampling. Digital Signal Processing. 2015 joulu 1;47:68-83. https://doi.org/10.1016/j.dsp.2015.04.005

Kim S, Bito J, Jeong S, Georgiadis A, Tentzeris MM. A flexible hybrid printed RF energy harvester utilizing catalyst-based copper printing technologies for far-field RF energy harvesting applications. julkaisussa 2015 IEEE MTT-S International Microwave Symposium, IMS 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7166723 https://doi.org/10.1109/MWSYM.2015.7166723

Blattner T, Keyrouz W, Bhattacharyya SS, Halem M, Brady M. A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows. Journal of Signal Processing Systems. 2017;89(3):457–467. https://doi.org/10.1007/s11265-017-1262-6

Lee K, Riggan BS, Bhattacharyya SS. A joint target localization and classification framework for sensor networks. julkaisussa 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Vuosikerta 2018-April. Institute of Electrical and Electronics Engineers Inc. 2018. s. 3076-3080. 8462641 https://doi.org/10.1109/ICASSP.2018.8462641

Zhang H, Kiranyaz S, Gabbouj M. A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. julkaisussa 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE. 2017. s. 2587-2591 https://doi.org/10.1109/ICASSP.2017.7952624

Al-Ars Z, van der Vlugt S, Jääskeläinen P, van der Linden F. ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications. Journal of Signal Processing Systems. 2019 tammi;91(1):1-7. https://doi.org/10.1007/s11265-018-1423-2

Bito J, Hester JG, Tentzeris MM. Ambient energy harvesting from a two-way talk radio for flexible wearable devices utilizing inkjet printing masking. julkaisussa 2015 IEEE MTT-S International Microwave Symposium, IMS 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7167079 https://doi.org/10.1109/MWSYM.2015.7167079

Lee K, Riggan BS, Bhattacharyya SS. An accumulative fusion architecture for discriminating people and vehicles using acoustic and seismic signals. julkaisussa 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE. 2017. s. 2976-2980 https://doi.org/10.1109/ICASSP.2017.7952702

Shuyang Z, Heittola T, Virtanen T. An active learning method using clustering and committee-based sample selection for sound event classification. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE. 2018. s. 116-120 https://doi.org/10.1109/IWAENC.2018.8521336

Krogerus T, Hyvönen M, Huhtala K. Analysis of common rail pressure signal of dual-fuel large industrial engine for identification of injection duration of pilot diesel injectors. Fuel. 2018 maalis;216:1-9. https://doi.org/10.1016/j.fuel.2017.11.152

Sheikh MU, Lempiäinen J. Analysis of multipath propagation for 5G system at higher frequencies in microcellular environment. julkaisussa 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. IEEE. 2017. s. 1660-1664 https://doi.org/10.1109/IWCMC.2017.7986533

Efimushkina T, Gabbouj M, Samuylov K. Analytical model in discrete time for cross-layer video communication over LTE. Automatic Control and Computer Sciences. 2015;48(6):345-357. https://doi.org/10.3103/S0146411614060029

Rajput S, Averbukh M, Yahalom A, Minav T. An approval of MPPT based on pv cell’s simplified equivalent circuit during fast-shading conditions. Electronics (Switzerland). 2019 syys 1;8(9). 1060. https://doi.org/10.3390/electronics8091060

Kim SC, Plishker WL, Bhattacharyya SS. An efficient GPU implementation of an arbitrary resampling polyphase channelizer. julkaisussa DASIP 2013 - Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing. 2013. s. 231-238. 6661548

Diaz I, Wilhelmsson LR, Sofotasios PC, Miao Y, Tan S, Edfors O et al. A New Approach to Sign-Bit-Based Parameter Estimation in OFDM Receivers. Circuits, Systems and Signal Processing. 2015 marras 23;34(11):3631-3660. https://doi.org/10.1007/s00034-015-0025-5

Sheikh MU, Hiltunen K, Lempiäinen J. Angular wall loss model and Extended Building Penetration model for outdoor to indoor propagation. julkaisussa 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. IEEE. 2017. s. 1291-1296 https://doi.org/10.1109/IWCMC.2017.7986471

Betrouni N, Colin P, Puech P, Villers A, Mordon S. An image guided treatment platform for prostate cancer photodynamic therapy. julkaisussa 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. 2013. s. 370-373. 6609514 https://doi.org/10.1109/EMBC.2013.6609514

Eslahi N, Foi A. Anisotropic Spatiotemporal Regularization in Compressive Video Recovery by Adaptively Modeling the Residual Errors as Correlated Noise. julkaisussa 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2018 - Proceedings. IEEE. 2018. 8448455 https://doi.org/10.1109/IVMSPW.2018.8448455

Lee K, Riggan BS, Bhattacharyya SS. An optimized embedded target detection system using acoustic and seismic sensors. julkaisussa 25th European Signal Processing Conference, EUSIPCO 2017. IEEE. 2017. s. 986-990 https://doi.org/10.23919/EUSIPCO.2017.8081355

Ozan EC, Tankiz S, Acar BO, Ciloglu T. An Unsupervised Audio Segmentation Method Using Bayesian Information Criterion. julkaisussa 6th International Symposium on Communications, Control & Signal Processing, ISCCSP, 21-23.5.2014, Athens, Greece. NEW YORK: IEEE. 2014. s. 640-643 https://doi.org/10.1109/ISCCSP.2014.6877956

Masek P, Stusek M, Zeman K, Mozny R, Ometov A, Hosek J. A perspective on wireless M-bus for smart electricity grids. julkaisussa Herencsar N, toimittaja, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. IEEE. 2019. s. 730-735 https://doi.org/10.1109/TSP.2019.8768840

Boutellier J, Lundbom I, Janhunen J, Ylimainen J, Hannuksela J. Application-specific instruction processor for extracting local binary patterns. julkaisussa DASIP 2012 - Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing. 2012. s. 82-89. 6385363

Rasku J, Ojala M, Pölönen RP, Joutsijoki H, Gizatdinova Y, Laurikkala J et al. A software tool for studying the size and shape of human cardiomyocytes. Biomedical Signal Processing and Control. 2016 syys 1;30:134-139. https://doi.org/10.1016/j.bspc.2016.06.011

Cho I, Sudusinghe K, Shen CC, McGee J, Bhattacharyya S. A system-level design approach for dynamic resource coordination and energy optimization in sensor network platforms. julkaisussa Conference Record of the 47th Asilomar Conference on Signals, Systems and Computers. IEEE COMPUTER SOCIETY PRESS. 2013. s. 1436-1441. 6810533 https://doi.org/10.1109/ACSSC.2013.6810533

Yviquel H, Boutellier J, Raulet M, Casseau E. Automated design of networks of transport-triggered architecture processors using dynamic dataflow programs. Signal Processing: Image Communication. 2013 marras;28(10):1295-1302. https://doi.org/10.1016/j.image.2013.08.013

Khan MA, Vehmas R, Visa A. Automatic detection of water inside concrete slabs using ground penetrating radar. julkaisussa 2019 IEEE Radar Conference, RadarConf 2019. IEEE. 2019 https://doi.org/10.1109/RADAR.2019.8835797

Boutellier J, Raulet M, Silvén O. Automatic hierarchical discovery of quasi-static schedules of RVC-CAL dataflow programs. Journal of Signal Processing Systems. 2013;71(1):35-40. https://doi.org/10.1007/s11265-012-0676-4

Tanskanen JMA, Kapucu FE, Välkki I, Hyttinen JAK. Automatic objective thresholding to detect neuronal action potentials. julkaisussa Proceedings of 2016 24th European Signal Processing Conference (EUSIPCO). 2016. s. 662-666 https://doi.org/10.1109/EUSIPCO.2016.7760331

Boutellier J, Silvén O, Raulet M. Automatic synthesis of TTA processor networks from RVC-CAL dataflow programs. julkaisussa 2011 IEEE Workshop on Signal Processing Systems, SiPS 2011, Proceedings. 2011. s. 25-30. 6088944 https://doi.org/10.1109/SiPS.2011.6088944

Kim SC, Bhattacharyya SS. A Wideband Front-End Receiver Implementation on GPUs. IEEE Transactions on Signal Processing. 2016 touko 15;64(10):2602-2612. https://doi.org/10.1109/TSP.2016.2535349

Hassan SS, Huttunen H, Niemi J, Tohka J. Bayesian receiver operating characteristic metric for linear classifiers. Pattern Recognition Letters. 2019 joulu 1;128:52-59. https://doi.org/10.1016/j.patrec.2019.07.016

Raitoharju J, Riabchenko E, Ahmad I, Iosifidis A, Gabbouj M, Kiranyaz S et al. Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image and Vision Computing. 2018 loka 1;78:73-83. https://doi.org/10.1016/j.imavis.2018.06.005

Iosifidis A, Tefas A, Pitas I, Gabbouj M. Big Media Data Analysis. Signal Processing: Image Communication. 2017 marras 1;59:105-108. https://doi.org/10.1016/j.image.2017.10.004

Drgas S, Virtanen T, Lücke J, Hurmalainen A. Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning. IEEE/ACM Transactions on Audio Speech and Language Processing. 2017 elo 1;25(8):1644-1656. https://doi.org/10.1109/TASLP.2017.2709909

Raitoharju M, Ali-Löytty S, Piché R. Binomial Gaussian mixture filter. Eurasip Journal on Advances in Signal Processing. 2015 joulu 2;2015(1). 36. https://doi.org/10.1186/s13634-015-0221-2

Zabrodina V, Abramov S, Lukin V, Astola J, Vozel B, Chehdi K. Blind estimation of mixed noise parameters in images using robust regression curve fitting. julkaisussa European Signal Processing Conference. 2011. s. 1135-1139

Barker T, Virtanen T. Blind Separation of Audio Mixtures Through Nonnegative Tensor Factorization of Modulation Spectrograms. Ieee-Acm transactions on audio speech and language processing. 2016 joulu 1;24(12):2377-2389. https://doi.org/10.1109/TASLP.2016.2602546

Daniel O, Raasakka J, Peltola P, Fröhle M, Rivero-Rodriguez A, Wymeersch H et al. Blind sub-Nyquist GNSS signal detection. julkaisussa 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . IEEE. 2016. s. 6575-6579 https://doi.org/10.1109/ICASSP.2016.7472944

Park Y, Alam MH, Ryu WJ, Lee S. BL-LDA: Bringing bigram to supervised topic model. julkaisussa Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015. Institute of Electrical and Electronics Engineers Inc. 2016. s. 83-88. 7424068 https://doi.org/10.1109/CSCI.2015.146

Sarjanoja S, Boutellier J, Hannuksela J. BM3D image denoising using heterogeneous computing platforms. julkaisussa DASIP 2015 - Proceedings of the 2015 Conference on Design and Architectures for Signal and Image Processing. Vuosikerta 2015-December. IEEE COMPUTER SOCIETY PRESS. 2015. 7367257 https://doi.org/10.1109/DASIP.2015.7367257

Mahkonen K, Virtanen T, Kämäräinen J. Cascade of Boolean detector combinations. Eurasip Journal on Image and Video Processing. 2018 joulu;2018. 61. https://doi.org/10.1186/s13640-018-0303-9

Joutsijoki H, Rasku J, Haponen M, Baldin I, Gizatdinova Y, Paci M et al. Classification of iPSC colony images using hierarchical strategies with support vector machines. julkaisussa IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 86-92. 7008152 https://doi.org/10.1109/CIDM.2014.7008152

Iosifidis A, Tefas A, Pitas I. Class-Specific Reference Discriminant Analysis With Application in Human Behavior Analysis. IEEE Transactions on Human-Machine Systems. 2014 joulu 25;45(3):315-326. https://doi.org/10.1109/THMS.2014.2379274

Azzari L, Foi A. Collaborative filtering based on group coordinates for smoothing and directional sharpening. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE. 2015. s. 1573-1577 https://doi.org/10.1109/ICASSP.2015.7178235

Murayama M, Oguro D, Kikuchi H, Huttunen H, Ho YS, Shin J. Color-distribution similarity by information theoretic divergence for color images. julkaisussa 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. IEEE. 2017 https://doi.org/10.1109/APSIPA.2016.7820681

Sapio AE, Wolf M, Bhattacharyya SS. Compact modeling and management of reconfiguration in digital channelizer implementation. julkaisussa 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. IEEE. 2017. s. 595-599 https://doi.org/10.1109/GlobalSIP.2016.7905911

Hu S, Jin L, Kuo C-CJ. Compressed video quality assessment with modified MSE. julkaisussa 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014. The Institute of Electrical and Electronics Engineers, Inc. 2014 https://doi.org/10.1109/APSIPA.2014.7041643

Razavi A, Valkama M, Cabric D. Compressive Detection of Random Subspace Signals. IEEE Transactions on Signal Processing. 2016 elo 15;64(16):4166-4179. https://doi.org/10.1109/TSP.2016.2560132

Acimovic J, Mäki-Marttunen T, Linne M-L. Computational modeling of growth in cortial cultures using the NETMORPH simulation tool. julkaisussa Neuroscience 2010, 40th Annual Meeting, San Diego, USA, 13-17 November 2010. 2010. s. 2 p

Acimovic J, Teppola H, Selinummi JJ, Linne M-L. Computational tools for assessing the properties of 2D neural cell cultures. julkaisussa Johnson D, toimittaja, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009. Vuosikerta 10 (Suppl 1). Berlin: BioMed Central. 2009. s. P170. P170

Davidson P, Merkulova I. Computer vision aided navigation systems. julkaisussa 23rd Saint Petersburg International Conference on Integrated Navigation Systems, ICINS 2016 - Proceedings. State Research Center of the Russian Federation. 2016. s. 560-562

Cho I, Shen CC, Tachwali Y, Hsu CJ, Bhattacharyya SS. Configurable, resource-optimized FFT architecture for OFDM communication. julkaisussa 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. s. 2746-2750. 6638156 https://doi.org/10.1109/ICASSP.2013.6638156

Rusu C, Astola J. Convergence analysis of error-reduction algorithm for solving of the extended one-dimensional discrete phase retrieval problem. julkaisussa ISSCS 2017 - International Symposium on Signals, Circuits and Systems. IEEE. 2017 https://doi.org/10.1109/ISSCS.2017.8034945

Nogues E, Mercat A, Arrestier F, Pelcat M, Menard D. Convex Energy Optimization of Streaming Applications for MPSoCs. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 1557-1561 https://doi.org/10.1109/ICASSP.2019.8682317

Cai D, Chen K, Qian Y, Kämäräinen J-K. Convolutional low-resolution fine-grained classification. Pattern Recognition Letters. 2019 maalis;119:166-171. https://doi.org/10.1016/j.patrec.2017.10.020

Mäkitalo N, Aaltonen T, Mikkonen T. Coordinating proactive social devices in a mobile cloud: Lessons learned and a way forward. julkaisussa MOBILESoft '16 Proceedings of the International Conference on Mobile Software Engineering and Systems . ACM. 2016. s. 179-188 https://doi.org/10.1145/2897073.2897079

Irofti P, Dumitrescu B. Cosparse dictionary learning for the orthogonal case. julkaisussa 2015 19th International Conference on System Theory, Control and Computing, ICSTCC 2015 - Joint Conference SINTES 19, SACCS 15, SIMSIS 19. IEEE. 2015. s. 343-347 https://doi.org/10.1109/ICSTCC.2015.7321317

Baby D, Virtanen T, Gemmeke JF, Van hamme H. Coupled dictionaries for exemplar-based speech enhancement and automatic speech recognition. Ieee-Acm transactions on audio speech and language processing. 2015 marras 1;23(11):1788-1799. https://doi.org/10.1109/TASLP.2015.2450491

Raitoharju M, Svensson L, Garcia-Fernandez AF, Piche R. Damped Posterior Linearization Filter. IEEE Signal Processing Letters. 2018;25(4). https://doi.org/10.1109/LSP.2018.2806304

Zhang H, Kiranyaz S, Gabbouj M. Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph. julkaisussa 2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018. IEEE. 2018. s. 262-268. 8441226 https://doi.org/10.1109/TSP.2018.8441226

Bhattacharyya SS, Van Der Schaar M, Atan O, Tekin C, Sudusinghe K. Data-driven stream mining systems for computer vision. julkaisussa Advances in Computer Vision and Pattern Recognition. Vuosikerta 68. SPRINGER-VERLAG LONDON LTD. 2014. s. 249-264. (Advances in Computer Vision and Pattern Recognition). https://doi.org/10.1007/978-3-319-09387-1_12

Acimovic J, Teppola H, Mäki-Marttunen TM, Linne M-L. Data-driven study of synchronous popula on ac vity in generic spiking neuronal networks: How much do we capture using the minimal model for the considered phenomena?. 2018. Julkaisun esittämispaikka: Brain and Mind Symposium 2018, Helsinki, Suomi.

Acimovic J, Teppola H, Mäki-Marttunen TM, Linne M-L. Data-driven study of synchronous population activity in generic spiking neuronal networks: How much do we capture using the minimal model for the considered phenomena? BMC Neuroscience. 2018 loka 29;19(Suppl 2):68-69.

Barford L, Bhattacharyya SS, Liu Y. Data flow algorithms for processors with vector extensions: Handling actors with internal state. julkaisussa 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc. 2014. s. 20-24. 7032070 https://doi.org/10.1109/GlobalSIP.2014.7032070

Barford L, Bhattacharyya SS, Liu Y. Data Flow Algorithms for Processors with Vector Extensions: Handling Actors With Internal State. Journal of Signal Processing Systems. 2017;87(1):21-31. https://doi.org/10.1007/s11265-015-1045-x

Komar MS. Data Rate Assessment on L2–L3 CPU Bus and Bus between CPU and RAM in Modern CPUs. Automatic Control and Computer Sciences. 2017;51(7):701-708. https://doi.org/10.3103/S014641161707029X

Kong L, Aho KL, Granberg K, Roos C, Autio R. DBComposer: An R package for integrative analysis and management of gene expression microarray data. julkaisussa 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. 2013. s. 92-93. 6735944 https://doi.org/10.1109/GENSIPS.2013.6735944

Niemi J, Tanttu J. Deep Learning Case Study for Automatic Bird Identification. Applied Sciences (Switzerland). 2018 loka 29;8(11). 2089. https://doi.org/10.3390/app8112089

Purwins H, Li B, Virtanen T, Schlüter J, Chang SY, Sainath T. Deep Learning for Audio Signal Processing. IEEE Journal on Selected Topics in Signal Processing. 2019 touko 1;13(2):206-219. https://doi.org/10.1109/JSTSP.2019.2908700

Aytekin C, Nikkanen J, Gabbouj M. Deep multiresolution color constancy. julkaisussa 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE COMPUTER SOCIETY PRESS. 2018. s. 3735-3739 https://doi.org/10.1109/ICIP.2017.8296980

Naithani G, Nikunen J, Bramslow L, Virtanen T. Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE. 2018. s. 386-390 https://doi.org/10.1109/IWAENC.2018.8521379

Zarkias KS, Passalis N, Tsantekidis A, Tefas A. Deep Reinforcement Learning for Financial Trading Using Price Trailing. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 3067-3071 https://doi.org/10.1109/ICASSP.2019.8683161

Passalis N, Tefas A, Kanniainen J, Gabbouj M, Iosifidis A. Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 7545-7549 https://doi.org/10.1109/ICASSP.2019.8682297

Daniel O, Wymeersch H, Nurmi J. Delay-Accuracy Trade-off in Opportunistic Time-of-Arrival Localization. IEEE Signal Processing Letters. 2018 kesä;25(6):763-767. https://doi.org/10.1109/LSP.2018.2826470

Al-Sa'd MF, Boashash B. Design and implementation of a multi-sensor newborn EEG seizure and background model with inter-channel field characterization. Digital Signal Processing: A Review Journal. 2019 heinä 1;90:71-99. https://doi.org/10.1016/j.dsp.2019.02.003

Shen CC, Wu S, Sane N, Wu HH, Plishker W, Bhattacharyya SS. Design and synthesis for multimedia systems using the targeted dataflow interchange format. IEEE Transactions on Multimedia. 2012;14(3 PART1):630-640. 6172244. https://doi.org/10.1109/TMM.2012.2191397

Boutellier J, Nyländen T. Design Flow for GPU and Multicore Execution of Dynamic Dataflow Programs. Journal of Signal Processing Systems. 2017;89(3):469–478. https://doi.org/10.1007/s11265-017-1260-8

Casale-Brunet S, Bezati E, Alberti C, Roquier G, Mattavelli M, Janneck JW et al. Design space exploration and implementation of RVC-CAL applications using the TURNUS framework. julkaisussa DASIP 2013 - Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing. 2013. s. 341-342. 6661566

Mesaros A, Heittola T, Benetos E, Foster P, Lagrange M, Virtanen T et al. Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE/ACM Transactions on Audio Speech and Language Processing. 2018 helmi;26(2):379-393. https://doi.org/10.1109/TASLP.2017.2778423

Singh S, Valkama M, Epp M, Anttila L, Schlecker W, Ingber E. Digital correction of frequency response mismatches in 2-channel time-interleaved ADCs using adaptive I/Q signal processing. Analog Integrated Circuits and Signal Processing. 2015;82(3):543-555. https://doi.org/10.1007/s10470-014-0476-9

Allen M, Marttila J, Valkama M, Singh S, Epp M, Schlecker W. Digital full-band linearization of wideband direct-conversion receiver for radar and communications applications. julkaisussa 2015 49th Asilomar Conference on Signals, Systems and Computers . IEEE COMPUTER SOCIETY PRESS. 2016. s. 1361-1368 https://doi.org/10.1109/ACSSC.2015.7421365

Pascual Campo P, Lampu V, Meirhaeghe A, Boutellier J, Anttila L, Valkama M. Digital Predistortion for 5G Small Cell: GPU Implementation and RF Measurements. Journal of Signal Processing Systems. 2019. https://doi.org/10.1007/s11265-019-01502-4

Abdelaziz M, Anttila L, Brihuega A, Tufvesson F, Valkama M. Digital Predistortion for Hybrid MIMO Transmitters. IEEE Journal on Selected Topics in Signal Processing. 2018 kesä;12(3):445-454. https://doi.org/10.1109/JSTSP.2018.2824981

Kaski S, Peltonen J. Dimensionality reduction for data visualization. IEEE Signal Processing Magazine. 2011 maalis;28(2):100-104. 5714379. https://doi.org/10.1109/MSP.2010.940003

Iosifidis A, Tefas A, Pitas I. Discriminant Bag of Words based representation for human action recognition. Pattern Recognition Letters. 2014 marras 1;49:185-192. https://doi.org/10.1016/j.patrec.2014.07.011

Mehta R, Egiazarian K. Dominant Rotated Local Binary Patterns (DRLBP) for texture classification. Pattern Recognition Letters. 2016;71:16-22. https://doi.org/10.1016/j.patrec.2015.11.019

Iosifidis A, Tefas A, Pitas I. Dynamic action classification based on iterative data selection and Feedforward Neural networks. julkaisussa European Signal Processing Conference. European Signal Processing Conference, EUSIPCO. 2013. 6811572

Iosifidis A, Tefas A, Pitas I. Dynamic action recognition based on dynemes and Extreme Learning Machine. Pattern Recognition Letters. 2013;34(15):1890-1898. https://doi.org/10.1016/j.patrec.2012.10.019

Lee CS, Chen WC, Bhattacharyya SS, Lee TS. Dynamic, data-driven spectrum management in cognitive small cell networks. julkaisussa 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 7021121 https://doi.org/10.1109/ICSPCS.2014.7021121

Mäki-Marttunen TM, Acimovic J, Ruohonen KP, Linne M-L. Effects of local structure of neuronal networks on spiking activity in silico. julkaisussa Fellous J-M, Prinz A, toimittajat, Twentieth Annual Computational Neuroscience Meeting: CNS*2011. Vuosikerta 12 (Suppl 1). Stockholm: BioMed Central. 2011. s. P202

Mäki-Marttunen T, Acimovic J, Ruohonen K, Linne M-L. Effects of structure on spontaneous activity in simulated neuronal networks. julkaisussa Proceedings of Mathematical Neuroscience (ICMS 2011), April 11-13, 2011, Edinburgh, Scotland. 2011

Rubel O, Lukin V, Abramov S, Vozel B, Egiazarian K, Pogrebnyak O. Efficiency of texture image filtering and its prediction. Signal, Image and Video Processing. 2016;10(8):1543–1550. https://doi.org/10.1007/s11760-016-0969-3

Peltonen J, Georgatzis K. Efficient optimization for data visualization as an information retrieval task. julkaisussa 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 2012. 6349797 https://doi.org/10.1109/MLSP.2012.6349797

Sapio A, Bhattacharyya SS, Wolf M. Efficient Solving of Markov Decision Processes on GPUs Using Parallelized Sparse Matrices. julkaisussa 2018 Conference on Design and Architectures for Signal and Image Processing, DASIP 2018. IEEE COMPUTER SOCIETY PRESS. 2018. s. 13-18. (Conference on Design and Architectures for Signal and Image Processing, DASIP). https://doi.org/10.1109/DASIP.2018.8596969

Tripathy SR, Chakravarty K, Sinha A. Eigen Posture Based Fall Risk Assessment System Using Kinect. julkaisussa 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vuosikerta 2018-July. IEEE. 2018. s. 1-4. 8513263 https://doi.org/10.1109/EMBC.2018.8513263

Acimovic J. Emergence of global and local structural features during development of neuronal networks. julkaisussa Proceedings of the Eighth International Workshop on Computational Systems Biology, WCSB 2011, June 6-8, 2011, Zürich, Switzerland . Tampere: TICSP. 2011. (TICSP Series ).

Dai C-Q, Li F-J, Renfors M. Energy cooperation for throughput optimization based on save-then-transmit protocol in wireless communication system. Eurasip Journal on Wireless Communications and Networking. 2015 joulu 26;2015(1). 119. https://doi.org/10.1186/s13638-015-0364-8

Yoo SK, Cotton SL, Sofotasios PC, Muhaidat S, Badarneh OS, Karagiannidis GK. Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels. julkaisussa 2018 IEEE Global Communications Conference. IEEE. 2019. 8647778 https://doi.org/10.1109/GLOCOM.2018.8647778

Iosifidis A, Tefas A, Pitas I. Enhancing class discrimination in Kernel Discriminant Analysis. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 1926-1930. 7178306 https://doi.org/10.1109/ICASSP.2015.7178306

Nanni L, Lumini A, dos Santos FLC, Paci M, Hyttinen J. Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. Pattern Recognition Letters. 2016 loka 15;82:28-35. https://doi.org/10.1016/j.patrec.2016.01.026

Sofotasios PC, Muhaidat S, Valkama M, Ghogho M, Karagiannidis GK. Entropy and Channel Capacity under Optimum Power and Rate Adaptation over Generalized Fading Conditions. IEEE Signal Processing Letters. 2015 marras 1;22(11):2162-2166. https://doi.org/10.1109/LSP.2015.2464221

Raeesi O, Gokceoglu A, Valkama M. Estimation and Mitigation of Channel Non-Reciprocity in Massive MIMO. IEEE Transactions on Signal Processing. 2018;66(10). https://doi.org/10.1109/TSP.2018.2814992

Nikunen J, Virtanen T. Estimation of time-varying room impulse responses of multiple sound sources from observed mixture and isolated source signals. julkaisussa 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Vuosikerta 2018-April. Institute of Electrical and Electronics Engineers Inc. 2018. s. 421-425. 8462535. ( Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing). https://doi.org/10.1109/ICASSP.2018.8462535

Baby D, Gemmeke JF, Virtanen T, Van Hamme H. Exemplar-based speech enhancement for deep neural network based automatic speech recognition. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 4485-4489 https://doi.org/10.1109/ICASSP.2015.7178819

Petrov V, Moltchanov D, Jornet JM, Koucheryavy Y. Exploiting Multipath Terahertz Communications for Physical Layer Security in beyond 5G Networks. julkaisussa INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019. IEEE. 2019. s. 865-872 https://doi.org/10.1109/INFCOMW.2019.8845312

Gu R, Janneck JW, Raulet M, Bhattacharyya SS. Exploiting statically schedulable regions in dataflow programs. Journal of Signal Processing Systems. 2011 huhti;63(1):129-142. https://doi.org/10.1007/s11265-009-0445-1

Mygdalis V, Iosifidis A, Tefas A, Pitas I. Exploiting subclass information in one-class support vector machine for video summarization. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vuosikerta 2015-August. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 2259-2263 https://doi.org/10.1109/ICASSP.2015.7178373

Qian Y, Chen K, Yu H. Fast fourier color constancy and grayness index for ISPA illumination estimation challenge. julkaisussa Loncaric S, Bregovic R, Carli M, Subasic M, toimittajat, ISPA 2019 - 11th International Symposium on Image and Signal Processing and Analysis. IEEE. 2019. s. 352-354. (International Symposium on Image and Signal Processing and Analysis, ISPA). https://doi.org/10.1109/ISPA.2019.8868451

Pursiainen S, Sorrentino A, Campi C, Piana M. Forward simulation and inverse dipole localization with the lowest order Raviart - Thomas elements for electroencephalography. Inverse Problems. 2011 huhti;27(4). 045003. https://doi.org/10.1088/0266-5611/27/4/045003

Riihonen T, Korpi D, Turunen M, Valkama M. Full-duplex radio technology for simultaneously detecting and preventing improvised explosive device activation. julkaisussa 2018 International Conference on Military Communications and Information Systems, ICMCIS 2018. IEEE. 2018. s. 1-4 https://doi.org/10.1109/ICMCIS.2018.8398707

Ito I, Egiazarian K. Full search equivalent fast block matching using orthonormal tree-structured haar transform. julkaisussa ISPA 2017 - 10th International Symposium on Image and Signal Processing and Analysis. IEEE COMPUTER SOCIETY PRESS. 2017. s. 177-182 https://doi.org/10.1109/ISPA.2017.8073591

Raitoharju M, García-Fernández F, Hostettler R, Piché R, Särkkä S. Gaussian mixture models for signal mapping and positioning. Signal Processing. 2020 maalis 1;168. 107330. https://doi.org/10.1016/j.sigpro.2019.107330

Garcia-Molla VM, San Juan P, Virtanen T, Vidal AM, Alonso P. Generalization of the K-SVD algorithm for minimization of β-divergence. Digital Signal Processing: A Review Journal. 2019 syys 1;92:47-53. https://doi.org/10.1016/j.dsp.2019.05.001

Pearson RK, Neuvo Y, Astola J, Gabbouj M. Generalized Hampel Filters. Eurasip Journal on Advances in Signal Processing. 2016 joulu 1;2016(1). 87. https://doi.org/10.1186/s13634-016-0383-6

Riabchenko E, Kämäräinen J-K. Generative part-based Gabor object detector. Pattern Recognition Letters. 2015 joulu 15;68(P1):1-8. https://doi.org/10.1016/j.patrec.2015.08.004

Kim SC, Plishker WL, Bhattacharyya SS, Cavallaro JR. GPU-based acceleration of symbol timing recovery. julkaisussa DASIP 2012 - Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing. 2012. s. 273-280. 6385393

Irofti P, Dumitrescu B. GPU parallel implementation of the approximate K-SVD algorithm using OpenCL. julkaisussa 2014 Proceedings of the 22nd European Signal Processing Conference (EUSIPCO). European Signal Processing Conference, EUSIPCO. 2014. s. 271-275

Ellervee P, Nurmi J. Guest Editorial: Implementation Issues in System-on-Chip. Journal of Signal Processing Systems. 2017 kesä 1;87(3):269-270. https://doi.org/10.1007/s11265-017-1242-x

Ma H, Yu S, Gabbouj M, Mueller P. Guest Editorial Special Issue on Multimedia Big Data in Internet of Things. IEEE Internet of Things Journal. 2018 loka;5(5):3405-3407. 8534720. https://doi.org/10.1109/JIOT.2018.2875580

Balasubramaniam S, Jornet JM, Pierobon M, Koucheryavy Y. Guest editorial special issue on the internet of nano things. IEEE Internet of Things Journal. 2016 helmi 1;3(1):1-3. https://doi.org/10.1109/JIOT.2016.2516838

Zare A, Sreedhar KK, Vadakital VKM, Aminlou A, Hannuksela MM, Gabbouj M. HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video. julkaisussa 2016 Picture Coding Symposium, PCS 2016. IEEE. 2017 https://doi.org/10.1109/PCS.2016.7906401

Boutellier J, Ghazi A, Silvén O, Ersfolk J. High-performance programs by source-level merging of RVC-CAL dataflow actors. julkaisussa 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc. 2013. s. 360-365. 6674533

Iosifidis A, Tefas A, Nikolaidis N, Pitas I. Human action recognition in stereoscopic videos based on bag of features and disparity pyramids. julkaisussa European Signal Processing Conference. European Signal Processing Conference, EUSIPCO. 2014. s. 1317-1321

Mehrang S, Jauhiainen M, Pietilä J, Puustinen J, Ruokolainen J, Nieminen H. Identification of Parkinson's Disease Utilizing a Single Self-recorded 20-step Walking Test Acquired by Smartphone's Inertial Measurement Unit. julkaisussa 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vuosikerta 2018-July. Institute of Electrical and Electronics Engineers Inc. 2018. s. 2913-2916. 8512921 https://doi.org/10.1109/EMBC.2018.8512921

Aghababaeetafreshi M, Lehtonen LK, Levanen T, Valkama M, Takala J. IEEE 802.11ac MIMO Transceiver Baseband Processing on a VLIW Processor. Journal of Signal Processing Systems. 2016. https://doi.org/10.1007/s11265-015-1032-2

Ponomarenko N, Jin L, Ieremeiev O, Lukin V, Egiazarian K, Astola J et al. Image database TID2013: Peculiarities, results and perspectives. Signal Processing: Image Communication. 2015 tammi 1;30:57-77. https://doi.org/10.1016/j.image.2014.10.009

Zhu S, Zeng B, Zeng L, Gabbouj M. Image interpolation based on non-local geometric similarities and directional gradients. IEEE Transactions on Multimedia. 2016 syys 1;18(9):1707-1719. https://doi.org/10.1109/TMM.2016.2593039

Korpi D, Anttila L, Valkama M. Impact of received signal on self-interference channel estimation and achievable rates in in-band full-duplex transceivers. julkaisussa 2014 48th Asilomar Conference on Signals, Systems and Computers. IEEE COMPUTER SOCIETY PRESS. 2014. s. 975-982 https://doi.org/10.1109/ACSSC.2014.7094599

Kim SC, Bhattacharyya SS. Implementation of a high-throughput low-latency polyphase channelizer on GPUs Design and Architectures for Signal and Image Processing 2008. Eurasip Journal on Advances in Signal Processing. 2014;2014(1). https://doi.org/10.1186/1687-6180-2014-141

Kim SC, Bhattacharyya SS. Implementation of a Multirate Resampler for Multi-carrier Systems on GPUs. Journal of Signal Processing Systems. 2017;89(3):445–455. https://doi.org/10.1007/s11265-017-1239-5

Mahlamäki K, Niemi A, Jokinen J, Borgman J. Importance of maintenance data quality in extended warranty simulation. International Journal of COMADEM. 2016 tammi 1;19(1):3-10.

Hirvola O, Viitanen T, Sintunata V, Aoki T. Improved image quality in fast inpainting with omnidirectional filling. julkaisussa International Conference on Image, Vision and Computing (ICIVC). IEEE. 2016. s. 31-35 https://doi.org/10.1109/ICIVC.2016.7571269

Kovalchukov R, Moltchanov D, Begishev V, Samuylov A, Andreev S, Koucheryavy Y et al. Improved Session Continuity in 5G NR with Joint Use of Multi-Connectivity and Guard Bandwidth. julkaisussa 2018 IEEE Global Communications Conference, GLOBECOM 2018. IEEE. 2019 https://doi.org/10.1109/GLOCOM.2018.8647608

Pihlajasalo J, Leppäkoski H, Ali-Löytty S, Piché R. Improvement of GPS and BeiDou extended orbit predictions with CNNs. julkaisussa 26th European Navigation Conference, ENC 2018: Gothenburg, Sweden, 14-17 May, 2018. IEEE. 2018. s. 54-59. 8433244 https://doi.org/10.1109/EURONAV.2018.8433244

Korpi D, Riihonen T, Valkama M. Inband full-duplex radio access system with self-backhauling: Transmit power minimization under QOS requirements. julkaisussa 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE. 2017. s. 6558-6562 https://doi.org/10.1109/ICASSP.2017.7953420

Solin A, Cortes S, Rahtu E, Kannala J. Inertial Odometry on Handheld Smartphones. julkaisussa 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE. 2018. s. 1361-1368. 8455482 https://doi.org/10.23919/ICIF.2018.8455482

Koivuluoma M, Barna L, Koivistoinen T, Kööbi T, Värri A. Influences of digital band-pass filtering on the BCG waveform. julkaisussa BIOSIGNALS 2008 - Proceedings of the 1st International Conference on Bio-inspired Systems and Signal Processing. 2008. s. 84-89

Balandina E, Balandin S, Koucheryavy Y, Mouromtsev D. Innovative e-Tourism Services on Top of Geo2Tag LBS Platform. julkaisussa Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015. IEEE. 2016. s. 752-759 https://doi.org/10.1109/SITIS.2015.11

Rusu C, Astola J. Input magnitude data setting in error-reduction algorithm for one-dimensional discrete phase retrieval problem. julkaisussa ISSCS 2019 - International Symposium on Signals, Circuits and Systems. IEEE. 2019. 8801743 https://doi.org/10.1109/ISSCS.2019.8801743

Chukhman I, Jiao Y, Salem HB, Bhattacharyya SS. Instrumentation-Driven Validation of Dataflow Applications. Journal of Signal Processing Systems. 2016;84(3):383–397. https://doi.org/10.1007/s11265-015-1073-6

Zaki GF, Plishker W, Bhattacharyya SS, Clancy C, Kuykendall J. Integration of dataflow-based heterogeneous multiprocessor scheduling techniques in GNU radio. Journal of Signal Processing Systems. 2013 helmi;70(2):177-191. https://doi.org/10.1007/s11265-012-0696-0

Richard G, Virtanen T, Bello JP, Ono N, Glotin H. Introduction to the Special Section on Sound Scene and Event Analysis. IEEE/ACM Transactions on Audio Speech and Language Processing. 2017 kesä 1;25(6):1169-1171. https://doi.org/10.1109/TASLP.2017.2699334

Heulot J, Pelcat M, Nezan JF, Oliva Y, Aridhi S, Bhattacharyya SS. Just-in-time scheduling techniques for multicore signal processing systems. julkaisussa 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc. 2014. s. 25-29. 7032071 https://doi.org/10.1109/GlobalSIP.2014.7032071

Raitoharju M, Nurminen H, Piché R. Kalman filter with a linear state model for PDR+WLAN positioning and its application to assisting a particle filter. Eurasip Journal on Advances in Signal Processing. 2015 joulu 1;2015(1). 33. https://doi.org/10.1186/s13634-015-0216-z

Iosifidis A, Tefas A, Pitas I. Kernel reference discriminant analysis. Pattern Recognition Letters. 2014 marras 1;49:85-91. https://doi.org/10.1016/j.patrec.2014.06.013

Astola P, Tabus I. Lossless compression of high resolution disparity map images. julkaisussa ISSCS 2017 - International Symposium on Signals, Circuits and Systems. IEEE. 2017 https://doi.org/10.1109/ISSCS.2017.8034934

Hukkanen J, Astola P, Tabus I. Lossless compression of regions-of-interest from retinal images. julkaisussa EUVIP 2014 - 5th European Workshop on Visual Information Processing. The Institute of Electrical and Electronics Engineers, Inc. 2015 https://doi.org/10.1109/EUVIP.2014.7018394

Schiopu I, Tabus I. Lossy-to-lossless progressive coding of depth-maps. julkaisussa International Symposium on Signals, Circuits and Systems (ISSCS). Iasi, Romania. 2015. s. 1 - 4 https://doi.org/10.1109/ISSCS.2015.7203966

Multanen J, Kultala H, Jääskeläinen P, Viitanen T, Tervo A, Takala J. LoTTA: Energy-Efficient Processor for Always-on Applications. julkaisussa 2018 IEEE International Workshop on Signal Processing Systems (SiPS). IEEE. 2018 https://doi.org/10.1109/SiPS.2018.8598408

Dumitrescu B, Rusu C, Tabus I, Astola J. Low-complexity robust DOA estimation. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 2794-2798 https://doi.org/10.1109/ICASSP.2015.7178480

Malik J, Aytekin C, Gabbouj M. Low-energy graph fourier basis functions span salient objects. julkaisussa 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Vuosikerta 2018-April. Institute of Electrical and Electronics Engineers Inc. 2018. s. 1548-1552. 8462672 https://doi.org/10.1109/ICASSP.2018.8462672

Wang S, Naithani G, Virtanen T. Low-latency Deep Clustering for Speech Separation. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 76-80 https://doi.org/10.1109/ICASSP.2019.8683437

Barker T, Virtanen T, Pontoppidan NH. Low-Latency Sound-Source-Separation using Non-Negative Matrix Factorisation with Coupled Analysis and Synthesis Dictionaries. julkaisussa 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. 2015. s. 241-245 https://doi.org/10.1109/ICASSP.2015.7177968

Li L, Fanni T, Viitanen T, Xie R, Palumbo F, Raffo L et al. Low power design methodology for signal processing systems using lightweight dataflow techniques. julkaisussa DASIP 2016 - Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing. IEEE COMPUTER SOCIETY PRESS. 2017. s. 82-89 https://doi.org/10.1109/DASIP.2016.7853801

Kee H, Shen CC, Bhattacharyya SS, Wong I, Rao Y, Kornerup J. Mapping parameterized cyclo-static dataflow graphs onto configurable hardware. Journal of Signal Processing Systems. 2012;66(3):285-301. https://doi.org/10.1007/s11265-011-0599-5

Helin P, Astola P, Rao B, Tabus I. Minimum description length sparse modeling and region merging for lossless plenoptic image compression. IEEE Journal on Selected Topics in Signal Processing. 2017;11(7). https://doi.org/10.1109/JSTSP.2017.2737967

Iosifidis A, Tefas A, Pitas I. Minimum Variance Extreme Learning Machine for human action recognition. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2014. s. 5427-5431. 6854640 https://doi.org/10.1109/ICASSP.2014.6854640

Akar GB, Gotchev A. MOBILE3DTV: Content delivery optimization over DVB-H system. julkaisussa SMPTE International Conference on Stereoscopic 3D for Media and Entertainment. SMPTE. 2015 https://doi.org/10.5594/M001417

Wu J, Blattner T, Keyrouz W, Bhattacharyya SS. Model-based dynamic scheduling for multicore implementation of image processing systems. julkaisussa 2017 IEEE International Workshop on Signal Processing Systems, SiPS 2017. IEEE. 2017. 8110003 https://doi.org/10.1109/SiPS.2017.8110003

Wu J, Blattner T, Keyrouz W, Bhattacharyya SS. Model-Based Dynamic Scheduling for Multicore Signal Processing. Journal of Signal Processing Systems. 2018;1-14. https://doi.org/10.1007/s11265-018-1412-5

Kedilaya S, Plishker W, Purkovic A, Johnson B, Bhattacharyya SS. Model-based precision analysis and optimization for digital signal processors. julkaisussa European Signal Processing Conference. 2011. s. 506-510

Azzari L, Borges LR, Foi A. Modeling and estimation of signal-dependent and correlated noise. julkaisussa Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends. SPRINGER-VERLAG LONDON LTD. 2018. s. 1-36. (Advances in Computer Vision and Pattern Recognition). https://doi.org/10.1007/978-3-319-96029-6_1

Bhattacharyya SS, Plishker W, Sane N, Shen CC, Wu HH. Modeling and optimization of dynamic signal processing in resource-aware sensor networks. julkaisussa 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011. 2011. s. 449-454. 6027374 https://doi.org/10.1109/AVSS.2011.6027374

Huttunen H, Tohka J. Model selection for linear classifiers using Bayesian error estimation. Pattern Recognition. 2015 marras;48(11):3739-3748. https://doi.org/10.1016/j.patcog.2015.05.005

Pelcat M, Desnos K, Maggiani L, Liu Y, Heulot J, Nezan JF et al. Models of architecture: Reproducible efficiency evaluation for signal processing systems. julkaisussa IEEE International Workshop on Signal Processing Systems, SiPS 2016. IEEE. 2016. s. 121-126. 7780083. (IEEE International Workshop on Signal Processing Systems). https://doi.org/10.1109/SiPS.2016.29

Nikunen J, Politis A. Multichannel NMF for source separation with ambisonic signals. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 . IEEE. 2018. s. 251-255 https://doi.org/10.1109/IWAENC.2018.8521344

Wang LH, Shen CC, Seetharaman G, Palaniappan K, Bhattacharyya SS. Multidimensional dataflow graph modeling and mapping for efficient GPU implementation. julkaisussa Proceedings - 2012 IEEE Workshop on Signal Processing Systems, SiPS 2012. 2012. s. 300-305. 6363272 https://doi.org/10.1109/SiPS.2012.10

Thanh Tran D, Gabbouj M, Iosifidis A. Multilinear class-specific discriminant analysis. Pattern Recognition Letters. 2017 joulu 1;100:131-136. https://doi.org/10.1016/j.patrec.2017.10.027

Peltonen J, Lin Z. Multiplicative update for fast optimization of information retrieval based neighbor embedding. julkaisussa 2013 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2013. 2013. 6661899 https://doi.org/10.1109/MLSP.2013.6661899

Höynälänmaa T. Multiresolution analysis for compactly supported interpolating tensor product wavelets. International Journal of Wavelets Multiresolution and Information ProcessIng. 2015 maalis 6;13(2). 1550010. https://doi.org/10.1142/S0219691315500101

Carabias-Orti JJ, Cabanas-Molero P, Vera-Candeas P, Nikunen J. Multi-source localization using a DOA Kernel based spatial covariance model and complex nonnegative matrix factorization. julkaisussa 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, SAM 2018. IEEE. 2018. s. 440-444. 8448664. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop). https://doi.org/10.1109/SAM.2018.8448664

Iosifidis A, Tefas A, Pitas I. Multi-view action recognition based on action volumes, fuzzy distances and cluster discriminant analysis. Signal Processing. 2013 kesä;93(6):1445-1457. https://doi.org/10.1016/j.sigpro.2012.08.015

Iosifidis A, Tefas A, Pitas I. Multi-view human action recognition: A survey. julkaisussa Proceedings - 2013 9th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2013. IEEE COMPUTER SOCIETY PRESS. 2013. s. 522-525 https://doi.org/10.1109/IIH-MSP.2013.135

Yuan J, Gao K, Zhu P, Egiazarian K. Multi-view predictive latent space learning. Pattern Recognition Letters. 2018. https://doi.org/10.1016/j.patrec.2018.06.022

González-Díaz I, Birinci M, Díaz-De-María F, Delp EJ. Neighborhood Matching for Image Retrieval. IEEE Transactions on Multimedia. 2017 maalis 1;19(3):544-558. https://doi.org/10.1109/TMM.2016.2616298

Acimovic J. Neural networks, cell cultures and some older work on data analysis.. 2009. Julkaisun esittämispaikka: Okinawa Computational Neuroscience Course 2009, Japani.

Cruz C, Foi A, Katkovnik V, Egiazarian K. Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising. IEEE Signal Processing Letters. 2018 elo 1;25(8):1216-1220. https://doi.org/10.1109/LSP.2018.2850222

Şimşekli U, Virtanen T, Cemgil AT. Non-negative tensor factorization models for Bayesian audio processing. Digital Signal Processing. 2015;47:178–191. https://doi.org/10.1016/j.dsp.2015.03.011

Won S, Shen CC, Bhattacharyya SS. NT-SIM: A co-simulator for networked signal processing applications. julkaisussa Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012. 2012. s. 1094-1098. 6334198

Iosifidis A, Gabbouj M. Nyström-based approximate kernel subspace learning. Pattern Recognition. 2016 syys;190-197. https://doi.org/10.1016/j.patcog.2016.03.018

Kovács P, Samiee K, Gabbouj M. On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification. julkaisussa 2014 IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP), May 4-9 2014, Florence, Italy. Piscataway: IEEE. 2014. s. 5839-5843. 6854723. (IEEE International Conference on Acoustics, Speech and Signal Processing). https://doi.org/10.1109/ICASSP.2014.6854723

Ivanov S, Botvich D, Balasubramaniam S. On delay distribution in IEEE 802.11 wireless networks. julkaisussa 16th IEEE Symposium on Computers and Communications, ISCC'11. 2011. s. 254-256. 5983849 https://doi.org/10.1109/ISCC.2011.5983849

Piché R. Online tests of Kalman filter consistency. International Journal of Adaptive Control and Signal Processing. 2016;30(1):115–124. https://doi.org/10.1002/acs.2571

Rubel O, Lukin V, Egiazarian K. On prediction of DCT-based denoising efficiency under spatially correlated noise conditions. julkaisussa 2016 13th International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET) . IEEE. 2016. s. 750-754 https://doi.org/10.1109/TCSET.2016.7452171

Sarbu S. On Renyi's entropy estimation with one-dimensional Gaussian kernels. julkaisussa 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . IEEE. 2016. s. 4408-4412 https://doi.org/10.1109/ICASSP.2016.7472510

Mäki-Marttunen TM, Acimovic J, Ruohonen KP, Linne M-L. On the effect of network structure and synaptic mechanisms on sustained bursting activity. julkaisussa Cymbalyuk G, Prinz A, toimittajat, Twenty Second Annual Computational Neuroscience Meeting: CNS*2013. Vuosikerta Volume 14 Suppl 1. Paris, France: BioMed Central. 2013. s. P247

Rusu C, Astola J. On the existence of the solution for one-dimensional discrete phase retrieval problem. Signal, Image and Video Processing. 2017;11(2):195–202. https://doi.org/10.1007/s11760-016-0919-0

Iosifidis A, Tefas A, Pitas I. On the kernel Extreme Learning Machine classifier. Pattern Recognition Letters. 2015 maalis 1;54:11-17. https://doi.org/10.1016/j.patrec.2014.12.003

Mozny R, Masek P, Stusek M, Zeman K, Ometov A, Hosek J. On the performance of narrow-band internet of things (NB-IoT) for delay-tolerant services. julkaisussa Herencsar N, toimittaja, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. IEEE. 2019. s. 637-642. (2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019). https://doi.org/10.1109/TSP.2019.8768871

Multanen J, Kultala H, Koskela M, Viitanen T, Jääskeläinen P, Takala J et al. OpenCL Programmable Exposed Datapath High Performance Low-Power Image Signal Processor. julkaisussa 2016 IEEE Nordic Circuits and Systems Conference (NORCAS). IEEE. 2016 https://doi.org/10.1109/NORCHIP.2016.7792906

Pertuz S, Torres GF, Tamimi R, Kämäräinen J. Open framework for mammography-based breast cancer risk assessment. julkaisussa 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. IEEE. 2019 https://doi.org/10.1109/BHI.2019.8834599

Yli-Kaakinen J, Renfors M. Optimization of Flexible Filter Banks Based on Fast Convolution. Journal of Signal Processing Systems. 2016 elo;85(1):101-111. https://doi.org/10.1007/s11265-015-1004-6

Bhattacharyya SS, Eker J, Janneck JW, Lucarz C, Mattavelli M, Raulet M. Overview of the MPEG reconfigurable video coding framework. Journal of Signal Processing Systems. 2011 touko;63(2):251-263. https://doi.org/10.1007/s11265-009-0399-3

Li K, Ghazi A, Tarver C, Boutellier J, Abdelaziz M, Anttila L et al. Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters. Journal of Signal Processing Systems. 2017;89(3):417–430. https://doi.org/10.1007/s11265-017-1233-y

Wang LH, Shen CC, Bhattacharyya SS. Parameterized core functional dataflow graphs and their application to design and implementation of wireless communication systems. julkaisussa 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc. 2013. s. 1-6. 6674471

Wu S, Shen CC, Sane N, Davis K, Bhattacharyya SS. Parameterized scheduling for signal processing systems using topological patterns. julkaisussa 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. 2012. s. 1561-1564. 6288190 https://doi.org/10.1109/ICASSP.2012.6288190

Wang LH, Shen CC, Wu S, Bhattacharyya SS. Parameterized scheduling of topological patterns in signal processing dataflow graphs. Journal of Signal Processing Systems. 2013;71(3):275-286. https://doi.org/10.1007/s11265-012-0719-x

Zaki G, Plishker W, Bhattacharyya SS, Fruth F. Partial expansion of dataflow graphs for resource-aware scheduling of multicore signal processing systems. julkaisussa Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Vuosikerta 2015-April. IEEE COMPUTER SOCIETY PRESS. 2015. s. 385-392. 7094469 https://doi.org/10.1109/ACSSC.2014.7094469

Yi X, Cho C, Cooper J, Wang Y, Tentzeris MM, Leon RT. Passive wireless antenna sensor for strain and crack sensing - Electromagnetic modeling, simulation, and testing. Smart Materials and Structures. 2013 elo;22(8). 085009. https://doi.org/10.1088/0964-1726/22/8/085009

Fu J, Pertuz S, Matas J, Kämäräinen J-K. Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups. Computer Vision and Image Understanding. 2019 syys;186:58-73. https://doi.org/10.1016/j.cviu.2019.04.009

Khosravi Z, Gerasimenko M, Andreev S, Koucheryavy Y. Performance Evaluation of UAV-Assisted mmWave Operation in Mobility-Enabled Urban Deployments. julkaisussa 2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018. IEEE. 2018. s. 150-153. 8441321 https://doi.org/10.1109/TSP.2018.8441321

Hussain W, Hoffmann H, Ahonen T, Nurmi J. Power Mitigation by Performance Equalization in a Heterogeneous Reconfigurable Multicore Architecture. Journal of Signal Processing Systems. 2017 kesä;87(3):287–297. https://doi.org/10.1007/s11265-016-1142-5

Aytekin C, Iosifidis A, Gabbouj M. Probabilistic saliency estimation. Pattern Recognition. 2018;74:359-372. https://doi.org/10.1016/j.patcog.2017.09.023

Ghazi A, Boutellier J, Hannuksela J, Shahabuddin S, Silvén O. Programmable implementation of zero-crossing demodulator on an application specific processor. julkaisussa 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc. 2013. s. 231-236. 6674510

Hautala I, Boutellier J, Hannuksela J. Programmable lowpower implementation of the HEVC Adaptive Loop Filter. julkaisussa 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. s. 2664-2668. 6638139 https://doi.org/10.1109/ICASSP.2013.6638139

Boutellier J, Nyländen T. Programming graphics processing units in the RVC-CAL dataflow language. julkaisussa Electronic Proceedings of the 2015 IEEE International Workshop on Signal Processing Systems, SiPS 2015. Vuosikerta 2015-December. Institute of Electrical and Electronics Engineers Inc. 2015. 7344994 https://doi.org/10.1109/SiPS.2015.7344994

Boutellier J, Lucarz C, Lafond S, Gomez VM, Mattavelli M. Quasi-static scheduling of CAL actor networks for reconfigurable video coding. Journal of Signal Processing Systems. 2011 touko;63(2):191-202. https://doi.org/10.1007/s11265-009-0389-5

De Wit JJM, Harmanny RIA, Molchanov P. Radar micro-Doppler feature extraction using the Singular Value Decomposition. julkaisussa 2014 International Radar Conference, Radar 2014. The Institute of Electrical and Electronics Engineers, Inc. 2014 https://doi.org/10.1109/RADAR.2014.7060268

Amestoy T, Mercat A, Hamidouche W, Bergeron C, Menard D. Random Forest Oriented Fast QTBT Frame Partitioning. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 1837-1841 https://doi.org/10.1109/ICASSP.2019.8683413

Habib M, Rasheed S, Hussain A, Ali M. Random Value Impulse Noise Removal Based on Most Similar Neighbors. julkaisussa 2015 13th International Conference on Frontiers of Information Technology (FIT) . IEEE. 2016. s. 329-333 https://doi.org/10.1109/FIT.2015.64

Efimushkina T, Egiazarian K, Gabbouj M. Rate-distortion based reversible watermarking for JPEG images with quality factors selection. julkaisussa 2013 4th European Workshop on Visual Information Processing, EUVIP 2013, Paris, France, 10.-12.2013. University of Paris 13. 2013. s. 94-99. 6623958. (European Workshop on Visual Information Processing).

Abdelaziz M, Anttila L, Valkama M. Reduced-complexity digital predistortion for massive MIMO. julkaisussa 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE. 2017. s. 6478-6482 https://doi.org/10.1109/ICASSP.2017.7953404

Iosifidis A, Tefas A, Pitas I. Representative class vector clustering-based discriminant analysis. julkaisussa Proceedings - 2013 9th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2013. IEEE COMPUTER SOCIETY PRESS. 2013. s. 526-529 https://doi.org/10.1109/IIH-MSP.2013.136

Nurminen H, Ardeshiri T, Piché R, Gustafsson F. Robust Inference for State-Space Models with Skewed Measurement Noise. IEEE Signal Processing Letters. 2015 marras 1;22(11):1898-1902. https://doi.org/10.1109/LSP.2015.2437456

Jaakkola H, Thalheim B, Henno J, Mäkelä J, Keto H. Role of the user in information systems development. julkaisussa 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2018. IEEE. 2018. s. 625-632 https://doi.org/10.23919/MIPRO.2018.8400118

Mehta R, Egiazarian K. Rotation Invariant Texture Description Using Symmetric Dense Microblock Difference. IEEE Signal Processing Letters. 2016 kesä 1;23(6):833-837. https://doi.org/10.1109/LSP.2016.2561311

Tran DT, Waris MA, Gabbouj M, Iosifidis A. Sample-based regularization for support vector machine classification. julkaisussa Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017. IEEE. 2018. s. 1-6 https://doi.org/10.1109/IPTA.2017.8310103

Boutellier J, Silven O, Raulet M. Scheduling of CAL actor networks based on dynamic code analysis. julkaisussa 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. s. 1609-1612. 5946805 https://doi.org/10.1109/ICASSP.2011.5946805

Nikunen J, Diment A, Virtanen T. Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. IEEE/ACM Transactions on Audio Speech and Language Processing. 2018;26(2):281-295. https://doi.org/10.1109/TASLP.2017.2774925

Hurmalainen A, Saeidi R, Virtanen T. Similarity induced group sparsity for non-negative matrix factorisation. julkaisussa ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. The Institute of Electrical and Electronics Engineers, Inc. 2015. s. 4425-4429 https://doi.org/10.1109/ICASSP.2015.7178807

Nurminen H, Ardeshiri T, Piche R, Gustafsson F. Skew-t Filter and Smoother with Improved Covariance Matrix Approximation. IEEE Transactions on Signal Processing. 2018 marras;66(21):5618-5633. https://doi.org/10.1109/TSP.2018.2865434

Galinina O, Mikhaylov K, Andreev S, Turlikov A, Koucheryavy Y. Smart home gateway system over Bluetooth low energy with wireless energy transfer capability. Eurasip Journal on Wireless Communications and Networking. 2015;2015(1). 178. https://doi.org/10.1186/s13638-015-0393-3

Moltchanov D, Kovalchukov R, Gerasimenko M, Andreev S, Koucheryavy Y, Gerla M. Socially inspired relaying and proactive mode selection in mmWave vehicular communications. IEEE Internet of Things Journal. 2019 kesä 1;6(3):5172-5183. https://doi.org/10.1109/JIOT.2019.2898420

Sofotasios PC, Muhaidat S, Karagiannidis GK, Sharif BS. Solutions to integrals involving the marcum Q-function and applications. IEEE Signal Processing Letters. 2015 loka 1;22(10):1752-1756. https://doi.org/10.1109/LSP.2015.2432064

Katkovnik V, Ponomarenko M, Egiazarian K. Sparse approximations in complex domain based on BM3D modeling. Signal Processing. 2017 joulu 1;141:96-108. https://doi.org/10.1016/j.sigpro.2017.05.032

Iosifidis A, Tefas A, Pitas I. Sparse extreme learning machine classifier exploiting intrinsic graphs. Pattern Recognition Letters. 2015 marras 1;65:192-196. https://doi.org/10.1016/j.patrec.2015.07.036

Carrera D, Boracchi G, Foi A, Wohlberg B. Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Processing Letters. 2017 loka 1;24(10):1468-1472. https://doi.org/10.1109/LSP.2017.2734119

Katkovnik V, Egiazarian K. Sparse phase imaging based on complex domain nonlocal BM3D techniques. Digital Signal Processing. 2017 huhti 1;63:72-85. https://doi.org/10.1016/j.dsp.2017.01.002

Rebeiz E, Hagh Ghadam AS, Valkama M, Cabric D. Spectrum Sensing under RF Non-Linearities: Performance Analysis and DSP-Enhanced Receivers. IEEE Transactions on Signal Processing. 2015 huhti 15;63(8):1950-1964. https://doi.org/10.1109/TSP.2015.2401532

Phan D, Rodrigues SS. Stabilization to trajectories for parabolic equations. Mathematics of Control, Signals, and Systems. 2018 kesä 1;30(2). 11. https://doi.org/10.1007/s00498-018-0218-0

Rui R, Ardeshiri T, Nurminen H, Bazanella A, Gustafsson F. State Estimation for a Class of Piecewise Affine State-Space Models. IEEE Signal Processing Letters. 2017 tammi;24(1):61-65. https://doi.org/10.1109/LSP.2016.2633624

Lehtomäki JJ, Bicen AO, Akyildiz IF. Statistical analysis of interference for nanoscale electromechanical wireless communication at VHF-band. IEEE Transactions on Signal Processing. 2016 huhti 15;64(8):2040-2050. https://doi.org/10.1109/TSP.2015.2512526

Egiazarian K, Ponomarenko M, Lukin V, Ieremeiev O. Statistical Evaluation of Visual Quality Metrics for Image Denoising. julkaisussa 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Vuosikerta 2018-April. Institute of Electrical and Electronics Engineers Inc. 2018. s. 6752-6756. 8462294 https://doi.org/10.1109/ICASSP.2018.8462294

Zemliachenko A, Lukin V, Ponomarenko N, Egiazarian K, Astola J. Still image/video frame lossy compression providing a desired visual quality. Multidimensional Systems and Signal Processing. 2016;27(3):697-718. https://doi.org/10.1007/s11045-015-0333-8

Schiopu I, Gabbouj M, Iosifidis A, Zeng B, Liu S. Subaperture image segmentation for lossless compression. julkaisussa Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017. IEEE. 2018. s. 1-6 https://doi.org/10.1109/IPTA.2017.8310083

Dricot A, Jung J, Cagnazzo M, Pesquet B, Dufaux F, Kovács P et al. Subjective evaluation of Super Multi-View compressed contents on high-end light-field 3D displays. Signal Processing: Image Communication. 2015;39(Part B):369–385. https://doi.org/10.1016/j.image.2015.04.012

Tejero-de-Pablos A, Nakashima Y, Sato T, Yokoya N, Linna M, Rahtu E. Summarization of User-Generated Sports Video by Using Deep Action Recognition Features. IEEE Transactions on Multimedia. 2018 elo;20(8):2000-2011. https://doi.org/10.1109/TMM.2018.2794265

Iosifidis A, Gabbouj M. Supervised subspace learning based on deep randomized networks. julkaisussa 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . The Institute of Electrical and Electronics Engineers, Inc. 2016. s. 2584-2588 https://doi.org/10.1109/ICASSP.2016.7472144

Zhou Z, Shen CC, Plishker W, Wu HH, Bhattacharyya SS. Systematic integration of flowgraph- and module-level parallelism in implementation of DSP applications on multiprocessor systems-on-chip. julkaisussa ICSP 2012 - 2012 11th International Conference on Signal Processing, Proceedings. Vuosikerta 1. 2012. s. 402-408. 6491686 https://doi.org/10.1109/ICoSP.2012.6491686

Tarniceriu A, Harju J, Yousefi ZR, Vehkaoja A, Parak J, Yli-Hankala A et al. The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients. julkaisussa 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Vuosikerta 2018-July. IEEE. 2018. s. 4844-4847. 8513197 https://doi.org/10.1109/EMBC.2018.8513197

Meirhaeghe A, Boutellier J, Collin J. The Direction Cosine Matrix Algorithm in Fixed-point: Implementation and Analysis. julkaisussa ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. 2019 https://doi.org/10.1109/ICASSP.2019.8683644

Kara PA, Kovacs PT, Vagharshakyan S, Martini MG, Barsi A, Balogh T et al. The Effect of Light Field Reconstruction and Angular Resolution Reduction on the Quality of Experience. julkaisussa 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS). IEEE. 2017. s. 781-786 https://doi.org/10.1109/SITIS.2016.128

Sikiö M, Holli-Helenius KK, Ryymin P, Dastidar P, Eskola H, Harrison L. The effect of region of interest size on textural parameters. julkaisussa 2015 9th International Symposium on Image and Signal Processing and Analysis (ISPA) . IEEE. 2015. s. 149-153 https://doi.org/10.1109/ISPA.2015.7306049

Rusu C, Astola J. The extended one-dimensional discrete phase retrieval problem. julkaisussa 2015 International Symposium on Signals, Circuits and Systems (ISSCS). IEEE. 2015 https://doi.org/10.1109/ISSCS.2015.7204029

Michalas A, Komninos N. The lord of the sense: A privacy preserving reputation system for participatory sensing applications. julkaisussa 2014 IEEE Symposium on Computers and Communications, ISCC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 6912480 https://doi.org/10.1109/ISCC.2014.6912480

Dos Santos RS, Taylor J, Davies M, Mavrogianni A, Milner J. The variation of air and surface temperatures in London within a 1km grid using vehicle-transect and ASTER data. julkaisussa 2017 Joint Urban Remote Sensing Event, JURSE 2017. Institute of Electrical and Electronics Engineers Inc. 2017. 7924613. (2017 Joint Urban Remote Sensing Event, JURSE 2017). https://doi.org/10.1109/JURSE.2017.7924613

Pertilä P, Parviainen M. Time Difference of Arrival Estimation of Speech Signals Using Deep Neural Networks with Integrated Time-frequency Masking. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 436-440 https://doi.org/10.1109/ICASSP.2019.8682574

Parviainen M, Pertila P, Virtanen T, Grosche P. Time-frequency masking strategies for single-channel low-latency speech enhancement using neural networks. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE. 2018. s. 51-55 https://doi.org/10.1109/IWAENC.2018.8521400

Sane N, Kee H, Seetharaman G, Bhattacharyya SS. Topological patterns for scalable representation and analysis of dataflow graphs. Journal of Signal Processing Systems. 2011;65(2):229-244. https://doi.org/10.1007/s11265-011-0610-1

Hautala I, Boutellier J, Nyländen T, Silvén O. Toward Efficient Execution of RVC-CAL Dataflow Programs on Multicore Platforms. Journal of Signal Processing Systems. 2018 marras;90(11):1507-1517. https://doi.org/10.1007/s11265-018-1339-x

Boutellier J, Silvén O. Towards generic embedded multiprocessing for RVC-CAL dataflow programs. Journal of Signal Processing Systems. 2013 marras;73(2):137-142. https://doi.org/10.1007/s11265-013-0737-3

Borges L, Vieira M, Foi A. Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range. IEEE Signal Processing Letters. 2016;23(10):1494-1498. https://doi.org/10.1109/LSP.2016.2601689

Holm J, Väänänen K, Remans MMR. User Experience Study of 360° Music Videos on Computer Monitor and Virtual Reality Goggles. julkaisussa Banissi E, Ursyn A, McK. Bannatyne MW, Datia N, Pires JM, Francese R, Sarfraz M, Wyeld TG, Bouali F, Venturin G, Azzag H, Lebbah M, Trutschl M, Cvek U, Muller H, Nakayama M, Kernbach S, Caruccio L, Risi M, Erra U, Vitiello A, Rossano V, toimittajat, Information Visualization - Biomedical Visualization and Geometric Modelling and Imaging, IV 2019. IEEE. 2019. s. 81-87. (Proceedings of the International Conference on Information Visualisation). https://doi.org/10.1109/IV.2019.00023

Rastorgueva-Foi E, Costa M, Koivisto M, Leppänen K, Valkama M. User Positioning in mmW 5G Networks Using Beam-RSRP Measurements and Kalman Filtering. julkaisussa 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE. 2018. s. 1150-1156. 8455289 https://doi.org/10.23919/ICIF.2018.8455289

Larjo A, Lähdesmäki H. Using multi-step proposal distribution for improved MCMC convergence in Bayesian network structure learning. Eurasip Journal on Bioinformatics and Systems Biology. 2015 joulu 27;2015(1). 6. https://doi.org/10.1186/s13637-015-0024-7

Huang G, Heittola T, Virtanen T. Using sequential information in polyphonic sound event detection. julkaisussa 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE. 2018. s. 291-295 https://doi.org/10.1109/IWAENC.2018.8521367

Passalis N, Mourgias-Alexandris G, Tsakyridis A, Pleros N, Tefas A. Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations. julkaisussa 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE. 2019. s. 1483-1487 https://doi.org/10.1109/ICASSP.2019.8682218

Azzari L, Foi A. Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising. IEEE Signal Processing Letters. 2016 elo 1;23(8):1086-1090. https://doi.org/10.1109/LSP.2016.2580600

Zaki GF, Plishker W, Bhattacharyya SS, Clancy C, Kuykendall J. Vectorization and mapping of software defined radio applications on heterogeneous multi-processor platforms. julkaisussa 2011 IEEE Workshop on Signal Processing Systems, SiPS 2011, Proceedings. 2011. s. 31-36. 6088945 https://doi.org/10.1109/SiPS.2011.6088945

Schwarz S, Sheikhipour N, Fakour Sevom V, Hannuksela MM. Video coding of dynamic 3D point cloud data. APSIPA Transactions on Signal and Information Processing. 2019. e31. https://doi.org/10.1017/ATSIP.2019.24

Patrona F, Iosifidis A, Tefas A, Nikolaidis N, Pitas I. Visual Voice Activity Detection in the Wild. IEEE Transactions on Multimedia. 2016 kesä 1;18(6):967-977. https://doi.org/10.1109/TMM.2016.2535357

Vaz P, Pereira T, Figueiras E, Correia C, Humeau-Heurtier A, Cardoso J. Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? Biomedical Signal Processing and Control. 2016 maalis;25:188-195. https://doi.org/10.1016/j.bspc.2015.11.013

Acimovic J, Mäki-Marttunen TM, Linne M-L. Whole-cell morphological properties of neurons constrain the nonrandom features of network connectivity. julkaisussa Cymbalyuk G, Burkitt A, toimittajat, 24th Annual Computational Neuroscience Meeting: CNS*2015. Vuosikerta 16 (Suppl 1). Prague: BioMed Central. 2015. s. P:O7. O7