Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  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. Published

    Fusion enhancement for tracking of respiratory rate through intrinsic mode functions in photoplethysmography

    Pirhonen, M. & Vehkaoja, A., 2020, In : Biomedical Signal Processing and Control. 59, 11 p., 101887.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Online Spectrogram Inversion for Low-Latency Audio Source Separation

    Magron, P. & Virtanen, T., 2020, In : IEEE Signal Processing Letters. 27, p. 306-310 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Functional electrical stimulation for facial pacing: Effects of waveforms on movement intensity and ratings of discomfort

    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 journalArticleScientificpeer-review

  6. Published

    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 journalArticleScientificpeer-review

  7. 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 journalArticleScientificpeer-review

  8. Published

    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 journalArticleScientificpeer-review

  9. E-pub ahead of print

    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 journalArticleScientificpeer-review

  10. Published

    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 journalArticleScientificpeer-review

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  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

    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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. Published

    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 journalArticleScientificpeer-review

  28. Published

    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 journalArticleScientificpeer-review

  29. Published

    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 journalArticleScientificpeer-review

  30. Published

    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 journalArticleScientificpeer-review

  31. Published

    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 journalArticleScientificpeer-review

  32. Published

    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 journalArticleScientificpeer-review

  33. Published

    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 journalArticleScientificpeer-review

  34. Published

    Probabilistic saliency estimation

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

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    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

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    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 journalArticleScientificpeer-review

  37. Published

    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

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Multi-view predictive latent space learning

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

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    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 journalArticleScientificpeer-review

  40. Published

    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 journalArticleScientificpeer-review

  41. Published

    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 journalArticleScientificpeer-review

  42. Published

    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 journalEditorialScientificpeer-review

  43. Published

    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 journalArticleScientificpeer-review

  44. Published

    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 journalArticleScientificpeer-review

  45. Published

    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 journalArticleScientificpeer-review

  46. Published

    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 journalArticleScientificpeer-review

  47. Published

    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 journalArticleScientificpeer-review

  48. Published

    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 journalArticleScientificpeer-review

  49. Published

    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

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    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 journalArticleScientificpeer-review

  51. Published

    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 journalArticleScientificpeer-review

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