Publications

Ilves, M., Rantanen, V., Venesvirta, H., Lylykangas, J., Vehkaoja, A., Mäkelä, E., Verho, J., Lekkala, J., Rautiainen, M. & Surakka, V., 2020, In : Biomedical Signal Processing and Control. 60, 7 p., 101992.

Research output: Contribution to journal › Article › Scientific › peer-review

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Compressive sensed video recovery via iterative thresholding with random transforms

Belyaev, E., Codreanu, M., Juntti, M. & Egiazarian, K., 2020, In : IET Image Processing. 14, 6, p. 1187-1200 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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E-pub ahead of print

Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification

Ni, X. & Huttunen, H., 2020, In : Journal of Signal Processing Systems.

Research output: Contribution to journal › Article › Scientific › peer-review

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Digital Predistortion for Multiuser Hybrid MIMO at mmWaves

Brihuega, A., Anttila, L., Abdelaziz, M., Eriksson, T., Tufvesson, F. & Valkama, M., 2020, In : IEEE Transactions on Signal Processing. 68, p. 3603-3618 16 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Multimodal subspace support vector data description

Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2020, In : Pattern Recognition. 110, 13 p., 107648.

Research output: Contribution to journal › Article › Scientific › peer-review

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Self-Supervised Light Field Reconstruction Using Shearlet Transform and Cycle Consistency

Gao, Y., Bregovic, R. & Gotchev, A., 2020, In : IEEE Signal Processing Letters. 27, p. 1425-1429 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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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 journal › Article › Scientific › peer-review

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Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

Cruz, C., Foi, A., Katkovnik, V. & Egiazarian, K., 1 Aug 2018, In : IEEE Signal Processing Letters. 25, 8, p. 1216-1220 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Summarization of User-Generated Sports Video by Using Deep Action Recognition Features

Tejero-de-Pablos, A., Nakashima, Y., Sato, T., Yokoya, N., Linna, M. & Rahtu, E., Aug 2018, In : IEEE Transactions on Multimedia. 20, 8, p. 2000-2011

Research output: Contribution to journal › Article › Scientific › peer-review

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Stabilization to trajectories for parabolic equations

Phan, D. & Rodrigues, S. S., 1 Jun 2018, In : Mathematics of Control, Signals, and Systems. 30, 2, 11.

Research output: Contribution to journal › Article › Scientific › peer-review

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Delay-Accuracy Trade-off in Opportunistic Time-of-Arrival Localization

Daniel, O., Wymeersch, H. & Nurmi, J., Jun 2018, In : IEEE Signal Processing Letters. 25, 6, p. 763-767

Research output: Contribution to journal › Article › Scientific › peer-review

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Digital Predistortion for Hybrid MIMO Transmitters

Abdelaziz, M., Anttila, L., Brihuega, A., Tufvesson, F. & Valkama, M., Jun 2018, In : IEEE Journal on Selected Topics in Signal Processing. 12, 3, p. 445-454

Research output: Contribution to journal › Article › Scientific › peer-review

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Analysis of common rail pressure signal of dual-fuel large industrial engine for identification of injection duration of pilot diesel injectors

Krogerus, T., Hyvönen, M. & Huhtala, K., Mar 2018, In : Fuel. 216, p. 1-9

Research output: Contribution to journal › Article › Scientific › peer-review

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Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

Mesaros, A., Heittola, T., Benetos, E., Foster, P., Lagrange, M., Virtanen, T. & Plumbley, M. D., Feb 2018, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 2, p. 379-393

Research output: Contribution to journal › Article › Scientific › peer-review

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Probabilistic saliency estimation

Aytekin, C., Iosifidis, A. & Gabbouj, M., 2018, In : Pattern Recognition. 74, p. 359-372 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking

Nikunen, J., Diment, A. & Virtanen, T., 2018, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 2, p. 281-295

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Damped Posterior Linearization Filter

Raitoharju, M., Svensson, L., Garcia-Fernandez, A. F. & Piche, R., 2018, In : IEEE Signal Processing Letters. 25, 4

Research output: Contribution to journal › Article › Scientific › peer-review

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Estimation and Mitigation of Channel Non-Reciprocity in Massive MIMO

Raeesi, O., Gokceoglu, A. & Valkama, M., 2018, In : IEEE Transactions on Signal Processing. 66, 10

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Multi-view predictive latent space learning

Yuan, J., Gao, K., Zhu, P. & Egiazarian, K., 2018, In : Pattern Recognition Letters.

Research output: Contribution to journal › Article › Scientific › peer-review

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Model-Based Dynamic Scheduling for Multicore Signal Processing

Wu, J., Blattner, T., Keyrouz, W. & Bhattacharyya, S. S., 2018, In : Journal of Signal Processing Systems. p. 1-14 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Sparse approximations in complex domain based on BM3D modeling

Katkovnik, V., Ponomarenko, M. & Egiazarian, K., 1 Dec 2017, In : Signal Processing. 141, p. 96-108 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Multilinear class-specific discriminant analysis

Thanh Tran, D., Gabbouj, M. & Iosifidis, A., 1 Dec 2017, In : Pattern Recognition Letters. 100, p. 131-136 6 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Big Media Data Analysis

Iosifidis, A., Tefas, A., Pitas, I. & Gabbouj, M., 1 Nov 2017, In : Signal Processing: Image Communication. 59, p. 105-108 4 p.

Research output: Contribution to journal › Editorial › Scientific › peer-review

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Sparse Overcomplete Denoising: Aggregation Versus Global Optimization

Carrera, D., Boracchi, G., Foi, A. & Wohlberg, B., 1 Oct 2017, In : IEEE Signal Processing Letters. 24, 10, p. 1468-1472 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning

Drgas, S., Virtanen, T., Lücke, J. & Hurmalainen, A., 1 Aug 2017, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 25, 8, p. 1644-1656 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Power Mitigation by Performance Equalization in a Heterogeneous Reconfigurable Multicore Architecture

Hussain, W., Hoffmann, H., Ahonen, T. & Nurmi, J., Jun 2017, In : Journal of Signal Processing Systems. 87, 3, p. 287–297 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Sparse phase imaging based on complex domain nonlocal BM3D techniques

Katkovnik, V. & Egiazarian, K., 1 Apr 2017, In : Digital Signal Processing. 63, p. 72-85 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Neighborhood Matching for Image Retrieval

González-Díaz, I., Birinci, M., Díaz-De-María, F. & Delp, E. J., 1 Mar 2017, In : IEEE Transactions on Multimedia. 19, 3, p. 544-558 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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State Estimation for a Class of Piecewise Affine State-Space Models

Rui, R., Ardeshiri, T., Nurminen, H., Bazanella, A. & Gustafsson, F., Jan 2017, In : IEEE Signal Processing Letters. 24, 1, p. 61-65 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Data Flow Algorithms for Processors with Vector Extensions: Handling Actors With Internal State

Barford, L., Bhattacharyya, S. S. & Liu, Y., 2017, In : Journal of Signal Processing Systems. 87, 1, p. 21-31

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On the existence of the solution for one-dimensional discrete phase retrieval problem

Rusu, C. & Astola, J., 2017, In : Signal, Image and Video Processing. 11, 2, p. 195–202 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters

Li, K., Ghazi, A., Tarver, C., Boutellier, J., Abdelaziz, M., Anttila, L., Juntti, M., Valkama, M. & Cavallaro, J. R., 2017, In : Journal of Signal Processing Systems. 89, 3, p. 417–430 14 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Implementation of a Multirate Resampler for Multi-carrier Systems on GPUs

Kim, S. C. & Bhattacharyya, S. S., 2017, In : Journal of Signal Processing Systems. 89, 3, p. 445–455 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Design Flow for GPU and Multicore Execution of Dynamic Dataflow Programs

Boutellier, J. & Nyländen, T., 2017, In : Journal of Signal Processing Systems. 89, 3, p. 469–478 10 p.

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A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows

Blattner, T., Keyrouz, W., Bhattacharyya, S. S., Halem, M. & Brady, M., 2017, In : Journal of Signal Processing Systems. 89, 3, p. 457–467 11 p.

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Minimum description length sparse modeling and region merging for lossless plenoptic image compression

Helin, P., Astola, P., Rao, B. & Tabus, I., 2017, In : IEEE Journal on Selected Topics in Signal Processing. 11, 7

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Data Rate Assessment on L2–L3 CPU Bus and Bus between CPU and RAM in Modern CPUs

Komar, M. S., 2017, In : Automatic Control and Computer Sciences. 51, 7, p. 701-708 8 p.

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Adaptive tracking of people and vehicles using mobile platforms

Ben Salem, H., Damarla, T., Sudusinghe, K., Stechele, W. & Bhattacharyya, S. S., 1 Dec 2016, In : Eurasip Journal on Advances in Signal Processing. 2016, 1, 65.

Research output: Contribution to journal › Article › Scientific › peer-review

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Generalized Hampel Filters

Pearson, R. K., Neuvo, Y., Astola, J. & Gabbouj, M., 1 Dec 2016, In : Eurasip Journal on Advances in Signal Processing. 2016, 1, 87.

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Blind Separation of Audio Mixtures Through Nonnegative Tensor Factorization of Modulation Spectrograms

Barker, T. & Virtanen, T., 1 Dec 2016, In : Ieee-Acm transactions on audio speech and language processing. 24, 12, p. 2377-2389 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem

Nanni, L., Lumini, A., dos Santos, F. L. C., Paci, M. & Hyttinen, J., 15 Oct 2016, In : Pattern Recognition Letters. 82, p. 28-35

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Image interpolation based on non-local geometric similarities and directional gradients

Zhu, S., Zeng, B., Zeng, L. & Gabbouj, M., 1 Sep 2016, In : IEEE Transactions on Multimedia. 18, 9, p. 1707-1719 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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A software tool for studying the size and shape of human cardiomyocytes

Rasku, J., Ojala, M., Pölönen, R. P., Joutsijoki, H., Gizatdinova, Y., Laurikkala, J., Kartasalo, K., Aalto-Setälä, K. & Juhola, M., 1 Sep 2016, In : Biomedical Signal Processing and Control. 30, p. 134-139 6 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Nyström-based approximate kernel subspace learning

Iosifidis, A. & Gabbouj, M., Sep 2016, In : Pattern Recognition. p. 190-197 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Compressive Detection of Random Subspace Signals

Razavi, A., Valkama, M. & Cabric, D., 15 Aug 2016, In : IEEE Transactions on Signal Processing. 64, 16, p. 4166-4179 14 p.

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Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising

Azzari, L. & Foi, A., 1 Aug 2016, In : IEEE Signal Processing Letters. 23, 8, p. 1086-1090 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Optimization of Flexible Filter Banks Based on Fast Convolution

Yli-Kaakinen, J. & Renfors, M., Aug 2016, In : Journal of Signal Processing Systems. 85, 1, p. 101-111

Research output: Contribution to journal › Article › Scientific › peer-review

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Visual Voice Activity Detection in the Wild

Patrona, F., Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I., 1 Jun 2016, In : IEEE Transactions on Multimedia. 18, 6, p. 967-977 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Rotation Invariant Texture Description Using Symmetric Dense Microblock Difference

Mehta, R. & Egiazarian, K., 1 Jun 2016, In : IEEE Signal Processing Letters. 23, 6, p. 833-837 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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A Wideband Front-End Receiver Implementation on GPUs

Kim, S. C. & Bhattacharyya, S. S., 15 May 2016, In : IEEE Transactions on Signal Processing. 64, 10, p. 2602-2612 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Statistical analysis of interference for nanoscale electromechanical wireless communication at VHF-band

Lehtomäki, J. J., Bicen, A. O. & Akyildiz, I. F., 15 Apr 2016, In : IEEE Transactions on Signal Processing. 64, 8, p. 2040-2050 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging?

Vaz, P., Pereira, T., Figueiras, E., Correia, C., Humeau-Heurtier, A. & Cardoso, J., Mar 2016, In : Biomedical Signal Processing and Control. 25, p. 188-195 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Importance of maintenance data quality in extended warranty simulation

Mahlamäki, K., Niemi, A., Jokinen, J. & Borgman, J., 1 Jan 2016, In : International Journal of COMADEM. 19, 1, p. 3-10 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Online tests of Kalman filter consistency

Piché, R., 2016, In : International Journal of Adaptive Control and Signal Processing. 30, 1, p. 115–124

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Still image/video frame lossy compression providing a desired visual quality

Zemliachenko, A., Lukin, V., Ponomarenko, N., Egiazarian, K. & Astola, J., 2016, In : Multidimensional Systems and Signal Processing. 27, 3, p. 697-718

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IEEE 802.11ac MIMO Transceiver Baseband Processing on a VLIW Processor

Aghababaeetafreshi, M., Lehtonen, L. K., Levanen, T., Valkama, M. & Takala, J., 2016, In : Journal of Signal Processing Systems.

Research output: Contribution to journal › Article › Scientific › peer-review

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Instrumentation-Driven Validation of Dataflow Applications

Chukhman, I., Jiao, Y., Salem, H. B. & Bhattacharyya, S. S., 2016, In : Journal of Signal Processing Systems. 84, 3, p. 383–397

Research output: Contribution to journal › Article › Scientific › peer-review

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Dominant Rotated Local Binary Patterns (DRLBP) for texture classification

Mehta, R. & Egiazarian, K., 2016, In : Pattern Recognition Letters. 71, p. 16-22 7 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Efficiency of texture image filtering and its prediction

Rubel, O., Lukin, V., Abramov, S., Vozel, B., Egiazarian, K. & Pogrebnyak, O., 2016, In : Signal, Image and Video Processing. 10, 8, p. 1543–1550 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range

Borges, L., Vieira, M. & Foi, A., 2016, In : IEEE Signal Processing Letters. 23, 10, p. 1494-1498

Research output: Contribution to journal › Article › Scientific › peer-review

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Using multi-step proposal distribution for improved MCMC convergence in Bayesian network structure learning

Larjo, A. & Lähdesmäki, H., 27 Dec 2015, In : Eurasip Journal on Bioinformatics and Systems Biology. 2015, 1, 6.

Research output: Contribution to journal › Article › Scientific › peer-review

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Energy cooperation for throughput optimization based on save-then-transmit protocol in wireless communication system

Dai, C-Q., Li, F-J. & Renfors, M., 26 Dec 2015, In : Eurasip Journal on Wireless Communications and Networking. 2015, 1, 119.

Research output: Contribution to journal › Article › Scientific › peer-review

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Generative part-based Gabor object detector

Riabchenko, E. & Kämäräinen, J-K., 15 Dec 2015, In : Pattern Recognition Letters. 68, P1, p. 1-8 8 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Binomial Gaussian mixture filter

Raitoharju, M., Ali-Löytty, S. & Piché, R., 2 Dec 2015, In : Eurasip Journal on Advances in Signal Processing. 2015, 1, 36.

Research output: Contribution to journal › Article › Scientific › peer-review

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A fast universal self-tuned sampler within Gibbs sampling

Martino, L., Yang, H., Luengo, D., Kanniainen, J. & Corander, J., 1 Dec 2015, In : Digital Signal Processing. 47, p. 68-83

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Kalman filter with a linear state model for PDR+WLAN positioning and its application to assisting a particle filter

Raitoharju, M., Nurminen, H. & Piché, R., 1 Dec 2015, In : Eurasip Journal on Advances in Signal Processing. 2015, 1, 33.

Research output: Contribution to journal › Article › Scientific › peer-review

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A New Approach to Sign-Bit-Based Parameter Estimation in OFDM Receivers

Diaz, I., Wilhelmsson, L. R., Sofotasios, P. C., Miao, Y., Tan, S., Edfors, O. & Öwall, V., 23 Nov 2015, In : Circuits, Systems and Signal Processing. 34, 11, p. 3631-3660 30 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Robust Inference for State-Space Models with Skewed Measurement Noise

Nurminen, H., Ardeshiri, T., Piché, R. & Gustafsson, F., 1 Nov 2015, In : IEEE Signal Processing Letters. 22, 11, p. 1898-1902 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Entropy and Channel Capacity under Optimum Power and Rate Adaptation over Generalized Fading Conditions

Sofotasios, P. C., Muhaidat, S., Valkama, M., Ghogho, M. & Karagiannidis, G. K., 1 Nov 2015, In : IEEE Signal Processing Letters. 22, 11, p. 2162-2166 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Sparse extreme learning machine classifier exploiting intrinsic graphs

Iosifidis, A., Tefas, A. & Pitas, I., 1 Nov 2015, In : Pattern Recognition Letters. 65, p. 192-196 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Coupled dictionaries for exemplar-based speech enhancement and automatic speech recognition

Baby, D., Virtanen, T., Gemmeke, J. F. & Van hamme, H., 1 Nov 2015, In : Ieee-Acm transactions on audio speech and language processing. 23, 11, p. 1788-1799 12 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Model selection for linear classifiers using Bayesian error estimation

Huttunen, H. & Tohka, J., Nov 2015, In : Pattern Recognition. 48, 11, p. 3739-3748 10 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Solutions to integrals involving the marcum Q-function and applications

Sofotasios, P. C., Muhaidat, S., Karagiannidis, G. K. & Sharif, B. S., 1 Oct 2015, In : IEEE Signal Processing Letters. 22, 10, p. 1752-1756 5 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Adaptive Randomized Coordinate Descent for Sparse Systems: Lasso and Greedy Algorithms

Onose, A. & Dumitrescu, B., 1 Aug 2015, In : IEEE Transactions on Signal Processing. 63, 15, p. 4091-4101 11 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Adaptive sampling for compressed sensing based image compression

Zhu, S., Zeng, B. & Gabbouj, M., 1 Jul 2015, In : Journal of Visual Communication and Image Representation. 30, p. 94-105 12 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Actor Merging for Dataflow Process Networks

Boutellier, J., Ersfolk, J., Lilius, J., Mattavelli, M., Roquier, G. & Silvén, O., 15 May 2015, In : IEEE Transactions on Signal Processing. 63, 10, p. 2496-2508 13 p., 7055878.

Research output: Contribution to journal › Article › Scientific › peer-review

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Spectrum Sensing under RF Non-Linearities: Performance Analysis and DSP-Enhanced Receivers

Rebeiz, E., Hagh Ghadam, A. S., Valkama, M. & Cabric, D., 15 Apr 2015, In : IEEE Transactions on Signal Processing. 63, 8, p. 1950-1964 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Multiresolution analysis for compactly supported interpolating tensor product wavelets

Höynälänmaa, T., 6 Mar 2015, In : International Journal of Wavelets Multiresolution and Information ProcessIng. 13, 2, 36 p., 1550010.

Research output: Contribution to journal › Article › Scientific › peer-review

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On the kernel Extreme Learning Machine classifier

Iosifidis, A., Tefas, A. & Pitas, I., 1 Mar 2015, In : Pattern Recognition Letters. 54, p. 11-17 7 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Image database TID2013: Peculiarities, results and perspectives

Ponomarenko, N., Jin, L., Ieremeiev, O., Lukin, V., Egiazarian, K., Astola, J., Vozel, B., Chehdi, K., Carli, M., Battisti, F. & Jay Kuo, C. C., 1 Jan 2015, In : Signal Processing: Image Communication. 30, p. 57-77 21 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Analytical model in discrete time for cross-layer video communication over LTE

Efimushkina, T., Gabbouj, M. & Samuylov, K., 2015, In : Automatic Control and Computer Sciences. 48, 6, p. 345-357 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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Digital correction of frequency response mismatches in 2-channel time-interleaved ADCs using adaptive I/Q signal processing

Singh, S., Valkama, M., Epp, M., Anttila, L., Schlecker, W. & Ingber, E., 2015, In : Analog Integrated Circuits and Signal Processing. 82, 3, p. 543-555 13 p.

Research output: Contribution to journal › Article › Scientific › peer-review

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