Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. Published

    Gaussian mixture models for signal mapping and positioning

    Raitoharju, M., García-Fernández, F., Hostettler, R., Piché, R. & Särkkä, S., 1 Mar 2020, In : Signal Processing. 168, 107330.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2019
  4. Published

    Bayesian receiver operating characteristic metric for linear classifiers

    Hassan, S. S., Huttunen, H., Niemi, J. & Tohka, J., 1 Dec 2019, In : Pattern Recognition Letters. 128, p. 52-59 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Fast fourier color constancy and grayness index for ISPA illumination estimation challenge

    Qian, Y., Chen, K. & Yu, H., 17 Oct 2019, ISPA 2019 - 11th International Symposium on Image and Signal Processing and Analysis. Loncaric, S., Bregovic, R., Carli, M. & Subasic, M. (eds.). IEEE, p. 352-354 3 p. (International Symposium on Image and Signal Processing and Analysis, ISPA; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    An approval of MPPT based on pv cell’s simplified equivalent circuit during fast-shading conditions

    Rajput, S., Averbukh, M., Yahalom, A. & Minav, T., 1 Sep 2019, In : Electronics (Switzerland). 8, 9, 14 p., 1060.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Generalization of the K-SVD algorithm for minimization of β-divergence

    Garcia-Molla, V. M., San Juan, P., Virtanen, T., Vidal, A. M. & Alonso, P., 1 Sep 2019, In : Digital Signal Processing: A Review Journal. 92, p. 47-53 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups

    Fu, J., Pertuz, S., Matas, J. & Kämäräinen, J-K., Sep 2019, In : Computer Vision and Image Understanding. 186, p. 58-73

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    A perspective on wireless M-bus for smart electricity grids

    Masek, P., Stusek, M., Zeman, K., Mozny, R., Ometov, A. & Hosek, J., 1 Jul 2019, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. Herencsar, N. (ed.). IEEE, p. 730-735 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Design and implementation of a multi-sensor newborn EEG seizure and background model with inter-channel field characterization

    Al-Sa'd, M. F. & Boashash, B., 1 Jul 2019, In : Digital Signal Processing: A Review Journal. 90, p. 71-99 29 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Input magnitude data setting in error-reduction algorithm for one-dimensional discrete phase retrieval problem

    Rusu, C. & Astola, J., 1 Jul 2019, ISSCS 2019 - International Symposium on Signals, Circuits and Systems. IEEE, 8801743

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    On the performance of narrow-band internet of things (NB-IoT) for delay-tolerant services

    Mozny, R., Masek, P., Stusek, M., Zeman, K., Ometov, A. & Hosek, J., 1 Jul 2019, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. Herencsar, N. (ed.). IEEE, p. 637-642 6 p. (2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Published

    User Experience Study of 360° Music Videos on Computer Monitor and Virtual Reality Goggles

    Holm, J., Väänänen, K. & Remans, M. M. R., 1 Jul 2019, Information Visualization - Biomedical Visualization and Geometric Modelling and Imaging, IV 2019. Banissi, E., Ursyn, A., McK. Bannatyne, M. W., Datia, N., Pires, J. M., Francese, R., Sarfraz, M., Wyeld, T. G., 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. (eds.). IEEE, p. 81-87 7 p. (Proceedings of the International Conference on Information Visualisation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  14. Published

    Socially inspired relaying and proactive mode selection in mmWave vehicular communications

    Moltchanov, D., Kovalchukov, R., Gerasimenko, M., Andreev, S., Koucheryavy, Y. & Gerla, M., 1 Jun 2019, In : IEEE Internet of Things Journal. 6, 3, p. 5172-5183 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    1-D Convolutional Neural Networks for Signal Processing Applications

    Kiranyaz, S., Ince, T., Abdeljaber, O., Avci, O. & Gabbouj, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 8360-8364 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    Convex Energy Optimization of Streaming Applications for MPSoCs

    Nogues, E., Mercat, A., Arrestier, F., Pelcat, M. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1557-1561 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Published

    Deep Learning for Audio Signal Processing

    Purwins, H., Li, B., Virtanen, T., Schlüter, J., Chang, S. Y. & Sainath, T., 1 May 2019, In : IEEE Journal on Selected Topics in Signal Processing. 13, 2, p. 206-219 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Deep Reinforcement Learning for Financial Trading Using Price Trailing

    Zarkias, K. S., Passalis, N., Tsantekidis, A. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 3067-3071 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. Published

    Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 7545-7549 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  20. Published

    Low-latency Deep Clustering for Speech Separation

    Wang, S., Naithani, G. & Virtanen, T., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 76-80 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  21. Published

    Open framework for mammography-based breast cancer risk assessment

    Pertuz, S., Torres, G. F., Tamimi, R. & Kämäräinen, J., 1 May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Random Forest Oriented Fast QTBT Frame Partitioning

    Amestoy, T., Mercat, A., Hamidouche, W., Bergeron, C. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1837-1841 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Published

    Time Difference of Arrival Estimation of Speech Signals Using Deep Neural Networks with Integrated Time-frequency Masking

    Pertilä, P. & Parviainen, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 436-440 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

    Passalis, N., Mourgias-Alexandris, G., Tsakyridis, A., Pleros, N. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1483-1487 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  25. Published

    Automatic detection of water inside concrete slabs using ground penetrating radar

    Khan, M. A., Vehmas, R. & Visa, A., 1 Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Published

    Exploiting Multipath Terahertz Communications for Physical Layer Security in beyond 5G Networks

    Petrov, V., Moltchanov, D., Jornet, J. M. & Koucheryavy, Y., 1 Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019. IEEE, p. 865-872 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  27. Published

    Convolutional low-resolution fine-grained classification

    Cai, D., Chen, K., Qian, Y. & Kämäräinen, J-K., Mar 2019, In : Pattern Recognition Letters. 119, p. 166-171

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

    Yoo, S. K., Cotton, S. L., Sofotasios, P. C., Muhaidat, S., Badarneh, O. S. & Karagiannidis, G. K., 20 Feb 2019, 2018 IEEE Global Communications Conference. IEEE, 8647778

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  29. Published

    Improved Session Continuity in 5G NR with Joint Use of Multi-Connectivity and Guard Bandwidth

    Kovalchukov, R., Moltchanov, D., Begishev, V., Samuylov, A., Andreev, S., Koucheryavy, Y. & Samouylov, K., 20 Feb 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. Published

    ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications

    Al-Ars, Z., van der Vlugt, S., Jääskeläinen, P. & van der Linden, F., Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 1-7

    Research output: Contribution to journalArticleScientificpeer-review

  31. E-pub ahead of print

    Digital Predistortion for 5G Small Cell: GPU Implementation and RF Measurements

    Pascual Campo, P., Lampu, V., Meirhaeghe, A., Boutellier, J., Anttila, L. & Valkama, M., 2019, In : Journal of Signal Processing Systems. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    The Direction Cosine Matrix Algorithm in Fixed-point: Implementation and Analysis

    Meirhaeghe, A., Boutellier, J. & Collin, J., 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. E-pub ahead of print

    Video coding of dynamic 3D point cloud data

    Schwarz, S., Sheikhipour, N., Fakour Sevom, V. & Hannuksela, M. M., 2019, In : APSIPA Transactions on Signal and Information Processing. 12 p., e31.

    Research output: Contribution to journalArticleScientificpeer-review

  34. 2018
  35. Published

    Cascade of Boolean detector combinations

    Mahkonen, K., Virtanen, T. & Kämäräinen, J., Dec 2018, In : Eurasip Journal on Image and Video Processing. 2018, 61.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Efficient Solving of Markov Decision Processes on GPUs Using Parallelized Sparse Matrices

    Sapio, A., Bhattacharyya, S. S. & Wolf, M., Dec 2018, 2018 Conference on Design and Architectures for Signal and Image Processing, DASIP 2018. IEEE COMPUTER SOCIETY PRESS, p. 13-18 6 p. (Conference on Design and Architectures for Signal and Image Processing, DASIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    Acoustic scene classification: An overview of dcase 2017 challenge entries

    Mesaros, A., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 411-415 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    An active learning method using clustering and committee-based sample selection for sound event classification

    Shuyang, Z., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 116-120 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications

    Naithani, G., Nikunen, J., Bramslow, L. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 386-390 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    Multichannel NMF for source separation with ambisonic signals

    Nikunen, J. & Politis, A., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 . IEEE, p. 251-255 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Time-frequency masking strategies for single-channel low-latency speech enhancement using neural networks

    Parviainen, M., Pertila, P., Virtanen, T. & Grosche, P., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 51-55 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. Published

    Using sequential information in polyphonic sound event detection

    Huang, G., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 291-295 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. Published

    Skew-t Filter and Smoother with Improved Covariance Matrix Approximation

    Nurminen, H., Ardeshiri, T., Piche, R. & Gustafsson, F., Nov 2018, In : IEEE Transactions on Signal Processing. 66, 21, p. 5618-5633

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Toward Efficient Execution of RVC-CAL Dataflow Programs on Multicore Platforms

    Hautala, I., Boutellier, J., Nyländen, T. & Silvén, O., Nov 2018, In : Journal of Signal Processing Systems. 90, 11, p. 1507-1517 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    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?

    Acimovic, J., Teppola, H., Mäki-Marttunen, T. M. & Linne, M-L., 29 Oct 2018, In : BMC Neuroscience. 19, Suppl 2, p. 68-69 1 p.

    Research output: Contribution to journalMeeting AbstractScientificpeer-review

  46. Published

    Deep Learning Case Study for Automatic Bird Identification

    Niemi, J. & Tanttu, J., 29 Oct 2018, In : Applied Sciences (Switzerland). 8, 11, 15 p., 2089.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Eigen Posture Based Fall Risk Assessment System Using Kinect

    Tripathy, S. R., Chakravarty, K. & Sinha, A., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, Vol. 2018-July. p. 1-4 4 p. 8513263

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Published

    Identification of Parkinson's Disease Utilizing a Single Self-recorded 20-step Walking Test Acquired by Smartphone's Inertial Measurement Unit

    Mehrang, S., Jauhiainen, M., Pietilä, J., Puustinen, J., Ruokolainen, J. & Nieminen, H., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 2913-2916 4 p. 8512921

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. Published

    The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients

    Tarniceriu, A., Harju, J., Yousefi, Z. R., Vehkaoja, A., Parak, J., Yli-Hankala, A. & Korhonen, I., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, Vol. 2018-July. p. 4844-4847 4 p. 8513197

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Published

    Benchmark database for fine-grained image classification of benthic macroinvertebrates

    Raitoharju, J., Riabchenko, E., Ahmad, I., Iosifidis, A., Gabbouj, M., Kiranyaz, S., Tirronen, V., Ärje, J., Kärkkäinen, S. & Meissner, K., 1 Oct 2018, In : Image and Vision Computing. 78, p. 73-83 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Guest Editorial Special Issue on Multimedia Big Data in Internet of Things

    Ma, H., Yu, S., Gabbouj, M. & Mueller, P., Oct 2018, In : IEEE Internet of Things Journal. 5, 5, p. 3405-3407 3 p., 8534720.

    Research output: Contribution to journalEditorialScientific

  52. Published

    LoTTA: Energy-Efficient Processor for Always-on Applications

    Multanen, J., Kultala, H., Jääskeläinen, P., Viitanen, T., Tervo, A. & Takala, J., Oct 2018, 2018 IEEE International Workshop on Signal Processing Systems (SiPS). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  53. Published

    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?

    Acimovic, J., Teppola, H., Mäki-Marttunen, T. M. & Linne, M-L., 20 Sep 2018.

    Research output: Other conference contributionPaper, poster or abstractScientific

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