Tampere University of Technology

TUTCRIS Research Portal

Department of Signal Processing

Research unit: Department

  1. A1 Journal article-refereed
  2. Published

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Tiulpin, A., Klein, S., Bierma-Zeinstra, S. M. A., Thevenot, J., Rahtu, E., Meurs, J. V., Oei, E. H. G. & Saarakkala, S., 1 Dec 2019, In : Scientific Reports. 9, 1, 20038.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Cumulative Attribute Space Regression for Head Pose Estimation and Color Constancy

    Chen, K., Jia, K., Huttunen, H., Matas, J. & Kämäräinen, J., Mar 2019, In : Pattern Recognition. 87, p. 29-37

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    An Integrated Hardware/Software Design Methodology for Signal Processing Systems

    Li, L., Sau, C., Fanni, T., Li, J., Viitanen, T., Christophe, F., Palumbo, F., Raffo, L., Huttunen, H., Takala, J. & Bhattacharyya, S. S., Feb 2019, In : Journal of Systems Architecture. 93, p. 1-19

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Automatic knee osteoarthritis diagnosis from plain radiographs: A deep learning-based approach

    Tiulpin, A., Thevenot, J., Rahtu, E., Lehenkari, P. & Saarakkala, S., 1 Dec 2018, In : Scientific Reports. 8, 1, 1727.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Feature synthesis for image classification and retrieval via one-against-all perceptrons

    Raitoharju, J., Kiranyaz, S. & Gabbouj, M., Feb 2018, In : Neural Computing and Applications. 29, 4, p. 943–957 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Time-of-Flight Range Measurement in Low-sensing Environment: Noise Analysis and Complex-domain Non-local Denoising

    Georgiev, M., Bregovic, R. & Gotchev, A., 2018, In : IEEE Transactions on Image Processing. 27, 6

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions

    Iosifidis, A. & Gabbouj, M., 1 Dec 2017, In : IEEE Transactions on Cybernetics. 47, 12, p. 4485-4496

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Extended Quantum Cuts for Unsupervised Salient Object Extraction

    Aytekin, C., Ozan, E. C., Kiranyaz, S. & Gabbouj, M., Apr 2017, In : Multimedia Tools and Applications. 76, 8, p. 10443–10463

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Learning graph affinities for spectral graph-based salient object detection

    Aytekin, C., Iosifidis, A., Kiranyaz, S. & Gabbouj, M., Apr 2017, In : Pattern Recognition. 64, p. 159-167

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Estimation of Flow Turbulence Metrics With a Lateral Line Probe and Regression

    Chen, K., Tuhtan, J. A., Fuentes-Pérez, J. F., Toming, G., Musall, M., Strokina, N., Kämäräinen, J-K. & Kruusmaa, M., Apr 2017, In : IEEE Transactions on Instrumentation and Measurement. p. 651-660

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    An effective CU size decision method for quality scalability in SHVC

    Li, X., Chen, M., Qu, Z., Xiao, J. & Gabbouj, M., Mar 2017, In : Multimedia Tools and Applications. 76, 6, p. 8011–8030 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Physical Activity: Absolute Intensity vs. Relative-to-Fitness-Level Volumes

    Kujala, U. M., Pietilä, J., Myllymäki, T., Mutikainen, S., Föhr, T., Korhonen, I. & Helander, E., Mar 2017, In : Medicine and Science in Sports and Exercise. 49, 3, p. 474–481

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

    Abdeljaber, O., Avci, O., Kiranyaz, S., Gabbouj, M. & Inman, D. J., Feb 2017, In : Journal of Sound and Vibration. 388, p. 154-170 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction

    Samiee, K., Kovács, P. & Gabbouj, M., Feb 2017, In : Knowledge-Based Systems. 118, p. 228-240

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Architectures and codecs for real-time light field streaming

    Kovács, P. T., Zare, A., Balogh, T., Bregovic, R. & Gotchev, A., 1 Jan 2017, In : Journal of Imaging Science and Technology. 61, 1, 010403.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Approximate kernel extreme learning machine for large scale data classification

    Iosifidis, A., Tefas, A. & Pitas, I., Jan 2017, In : Neurocomputing. 219, p. 210-220 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Reversible disruption of neuronal mitochondria by ischemic and traumatic injury revealed by quantitative two-photon imaging in the neocortex of anesthetized mice

    Kislin, M., Sword, J., Fomitcheva, I. V., Croom, D., Pryazhnikov, E., Lihavainen, E., Toptunov, D., Rauvala, H., Ribeiro, A. S., Khiroug, L. & Kirov, S. A., 2017, In : Journal of Neuroscience. 37, 2, p. 333-348

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    A New Block-based Method for HEVC Intra Coding

    Chen, C., Zhu, S., Zeng, B. & Gabbouj, M., 2017, In : IEEE Transactions on Circuits and Systems for Video Technology. 27, 8, p. 1727-1736

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    An algorithm for motif-based network design

    Mäki-Marttunen, T., 2017, In : IEEE - ACM Transactions on Computational Biology and Bioinformatics. 14, 5, p. 1181-1186

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Spectral Attribute Learning for Visual Regression

    Chen, K., Jia, K., Zhang, Z. & Kämäräinen, J-K., 2017, In : Pattern Recognition. 66, p. 74-81

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Progressive Operational Perceptrons

    Kiranyaz, S., Ince, T., Iosifidis, A. & Gabbouj, M., 2017, In : Neurocomputing. 224, p. 142-154

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data

    Moradi, E., Khundrakpam, B., Lewis, J. D., Evans, A. C. & Tohka, J., 2017, In : NeuroImage. 144, A, p. 128–141

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    A Hybrid Approach for Near-Range Video Stabilization

    Liu, S., Xu, B., Den, C., Zhu, S., Zeng, B. & Gabbouj, M., 2017, In : IEEE Transactions on Circuits and Systems for Video Technology. 27, 9, p. 1922-1933

    Research output: Contribution to journalArticleScientificpeer-review

  25. 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

  26. Published

    Pedestrian Counting With Back-Propagated Information and Target Drift Remedy

    Chen, K. & Zhang, Z., 2017, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 47, 4, p. 639-647

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    A Parameter-free Label Propagation Algorithm for Person Identification in Stereo Videos

    Zhang, C., Bi, J., Liu, C. & Chen, K., 19 Dec 2016, In : Neurocomputing. 218, p. 72-78

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    The effect of automated taxa identification errors on biological indices

    Ärje, J., Kärkkäinen, S., Meissner, K., Iosifidis, A., Ince, T., Gabbouj, M. & Kiranyaz, S., 13 Dec 2016, In : Expert Systems with Applications. 72, p. 108-120

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Polar Localization of the Serine Chemoreceptor of Escherichia coli Is Nucleoid Exclusion-Dependent

    Neeli-Venkata, R., Startceva, S., Annila, T. & S. Ribeiro, A., 6 Dec 2016, In : Biophysical Journal. 111, 11, p. 2512-2522 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    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 journalArticleScientificpeer-review

  31. Published

    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.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Training Radial Basis Function Neural Networks for Classification via Class-specific Clustering

    Raitoharju, J., Kiranyaz, S. & Gabbouj, M., Dec 2016, In : IEEE Transactions on Neural Networks and Learning Systems . 27, 12, p. 2458-2471

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Privacy as a Service: Protecting the Individual in Healthcare Data Processing

    Su, X., Hyysalo, J., Rautiainen, M., Riekki, J., Sauvola, J., Maarala, A. I., Hirvonsalo, H., Li, P. & Honko, H., 11 Nov 2016, In : Computer. 49, 11, p. 49-59 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Self-localization of dynamic user-worn microphones from observed speech

    Parviainen, M. & Pertilä, P., 9 Nov 2016, In : Applied Acoustics. 117, Part A, p. 76-85 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Spectral analysis of snoring events from an Emfit mattress

    Perez-Macias Martin, J., Viik, J., Värri, A., Himanen, S-L. & Tenhunen, M., 4 Nov 2016, In : Physiological Measurement. 37, 12, p. 2130-2143 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    SamExploreR: Exploring reproducibility and robustness of RNA-seq results based on SAM files

    Stupnikov, A., Tripathi, S., De Matos Simoes, R., McArt, D., Salto-Tellez, M., Glazko, G., Dehmer, M. & Emmert-Streib, F., 1 Nov 2016, In : Bioinformatics. 32, 21, p. 3345-3347 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Adaptive multiresolution method for MAP reconstruction in electron tomography

    Acar, E., Peltonen, S. & Ruotsalainen, U., 1 Nov 2016, In : Ultramicroscopy. 170, p. 24-34 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    High-accuracy off-axis wavefront reconstruction from noisy data: local least square with multiple adaptive windows

    Katkovnik, V., Shevkunov, I., Petrov, N. V. & Egiazarian, K., 31 Oct 2016, In : Optics Express. 24, 22, p. 25068-25083 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Temperature-Dependent Model of Multi-step Transcription Initiation in Escherichia coli Based on Live Single-Cell Measurements

    Oliveira, S. M. D., Häkkinen, A., Lloyd-Price, J., Tran, H., Kandavalli, V. & Ribeiro, A. S., 28 Oct 2016, In : PLoS Computational Biology. 12, 10, p. e1005174

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Effects of σ factor competition are promoter initiation kinetics dependent

    Kandavalli, V. K., Tran, H. & Ribeiro, A. S., 1 Oct 2016, In : Biochimica et Biophysica Acta: Gene Regulatory Mechanisms. 1859, 10, p. 1281-1288 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Weight Gain over the Holidays in Three Countries

    Helander, E. E., Wansink, B. & Chieh, A., 22 Sep 2016, In : NEW ENGLAND JOURNAL OF MEDICINE. 375, 12, p. 1200-1202 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    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 journalArticleScientificpeer-review

  43. Published

    Nyström-based approximate kernel subspace learning

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

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Against dataism and for data sharing of big biomedical and clinical data with research parasites

    Emmert-Streib, F., Dehmer, M. & Yli-Harja, O., 31 Aug 2016, In : Frontiers in Genetics. 7, AUG, 154.

    Research output: Contribution to journalComment/debateScientificpeer-review

  45. Published

    On the Impact of The Semantic Content of Sound Events in Emotion Elicitation

    Drossos, K., Kaliakatsos-Papakostas, M., Floros, A. & Virtanen, T., 11 Aug 2016, In : Journal of the Audio Engineering Society. 64, 7/8, p. 525-532

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Physical activity, body mass index and heart rate variability-based stress and recovery in 16 275 Finnish employees: a cross-sectional study

    Föhr, T., Pietilä, J., Helander, E., Myllymäki, T., Lindholm, H., Rusko, H. & Kujala, U. M., 2 Aug 2016, In : BMC Public Health. 16, 701.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    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 journalArticleScientificpeer-review

  48. Published

    Image-based characterization of the pulp flows

    Sorokin, M., Strokina, N., Eerola, T., Lensu, L., Karttunen, K. & Kalviainen, H., 1 Jul 2016, In : Pattern Recognition and Image Analysis. 26, 3, p. 630-637 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques

    Trujillo-Sevilla, J. M., Katkovnik, V., Javidi, B. & Rodríguez-Ramos, J. M., 1 Jul 2016, In : Journal of Display Technology. 12, 7, p. 701-706 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Compressive Sensing Image Restoration Using Adaptive Curvelet Thresholding and Nonlocal Sparse Regularization

    Eslahi, N. & Aghagolzadeh, A., 1 Jul 2016, In : IEEE Transactions on Image Processing. 25, 7, p. 3126-3140 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Multi-class Support Vector Machine Classifiers using Intrinsic and Penalty Graphs

    Iosifidis, A. & Gabbouj, M., Jul 2016, In : Pattern Recognition. 55, p. 231–246

    Research output: Contribution to journalArticleScientificpeer-review

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