Tampere University of Technology

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Department of Signal Processing

Research unit: Department

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  1. A1 Journal article-refereed
  2. Published

    ClothFace: A Batteryless RFID-Based Textile Platform for Handwriting Recognition

    He, H., Chen, X., Mehmood, A., Raivio, L., Huttunen, H., Raumonen, P. & Virkki, J., 28 Aug 2020, In : Sensors (Basel, Switzerland). 20, 17, 12 p., 4878.

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

    Full text: ExLibris SFX link
  3. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  4. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  5. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  6. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  7. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  8. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  9. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  10. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  12. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  13. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  14. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  16. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  17. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  18. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  20. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  21. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  22. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  23. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  24. Published

    Progressive Operational Perceptrons

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

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

    Full text: ExLibris SFX link
  25. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  26. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  27. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  28. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  29. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  30. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  32. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  33. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  34. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  35. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  36. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  38. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  39. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  40. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  41. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  42. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  43. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  44. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  45. 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 journal › Comment/debate › Scientific › peer-review

    Full text: ExLibris SFX link
  46. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  47. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  48. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  49. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  50. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  51. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  52. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  53. Published

    Brain hemodynamic activity during viewing and re-viewing of comedy movies explained by experienced humor

    Jääskeläinen, I. P., Pajula, J., Tohka, J., Lee, H. J., Kuo, W. J. & Lin, F. H., 21 Jun 2016, In : Scientific Reports. 6, 27741.

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

    Full text: ExLibris SFX link
  54. Published

    Fifty years of graph matching, network alignment and network comparison

    Emmert-Streib, F., Dehmer, M. & Shi, Y., 10 Jun 2016, In : Information Sciences. 346-347, p. 180-197 18 p.

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

    Full text: ExLibris SFX link
  55. Published

    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

    Full text: ExLibris SFX link
  56. Published

    Linear accelerometers and rate gyros for rotary joint angle estimation of heavy-duty mobile manipulators using forward kinematic modeling

    Vihonen, J., Honkakorpi, J., Tuominen, J., Mattila, J. & Visa, A., 1 Jun 2016, In : IEEE - ASME Transactions on Mechatronics. 21, 3, p. 1765-1774 10 p.

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

    Full text: ExLibris SFX link
  57. Published

    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

    Full text: ExLibris SFX link
  58. Published

    Real-time observation of bacterial gene expression noise

    Anufrieva, O., Sala, A., Yli-Harja, O. & Kandhavelu, M., Jun 2016, In : Nano Communication Networks. 8, p. 68-75

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

    Full text: ExLibris SFX link
  59. Published

    Transatlantic collection of health informatics competencies

    Värri, A., Blake, R., Roberts, J., Fenton, S., Cleary, M., Zacks, S., Datta, G., Kaye, R., Parker, J., Nguyen, C., Dougherty, M., Barry, N. & Cunningham, F., 23 May 2016, In : Finnish Journal of eHealth and eWelfare. 8, 2-3, p. 127-136 10 p.

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

    Full text: ExLibris SFX link
  60. Published

    Gene set analysis approaches for RNA-seq data: performance evaluation and application guideline

    Rahmatallah, Y., Emmert-Streib, F. & Glazko, G., 16 May 2016, In : Briefings in Bioinformatics. 17, 3, p. 393-407

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

    Full text: ExLibris SFX link
  61. Published

    Wearable monitoring of physical functioning and disability changes, circadian rhythms and sleep patterns in nursing home residents

    Merilahti, J., Viramo, P. & Korhonen, I., 1 May 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 3, p. 856-864

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

    Full text: ExLibris SFX link
  62. Published

    Characterizing rate limiting steps in transcription from RNA production times in live cells

    Häkkinen, A. & Ribeiro, A. S., 1 May 2016, In : Bioinformatics. 32, 9, p. 1346-1352 7 p.

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

    Full text: ExLibris SFX link
  63. Published

    Synthesis and biological screening for cytotoxic activity of N-substituted indolines and morpholines

    Doan, P., Karjalainen, A., Chandraseelan, J. G., Sandberg, O., Yli-Harja, O., Rosholm, T., Franzén, R., R. Candeias, N. & Kandhavelu, M., May 2016, In : European Journal of Medicinal Chemistry. 120, p. 296-303

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

    Full text: ExLibris SFX link
  64. Published

    The need for formally defining "modern medicine" by means of experimental design

    Emmert-Streib, F., Tuomisto, L. & Yli-Harja, O., 20 Apr 2016, In : Frontiers in Genetics. 7, APR, 60.

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

    Full text: ExLibris SFX link
  65. Published

    Phase-dependent dynamics of the lac promoter under nutrient stress

    Viswanathan, A., Anufrieva, O., Sala, A., Yli-Harja, O. & Kandhavelu, M., 19 Apr 2016, In : Research in Microbiology. 167, 6, p. 451-461

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

    Full text: ExLibris SFX link
  66. Published

    Insulin resistance is associated with altered amino acid metabolism and adipose tissue dysfunction in normoglycemic women

    Wiklund, P., Zhang, X., Pekkala, S., Autio, R., Kong, L., Yang, Y., Keinänen-Kiukaanniemi, S., Alen, M. & Cheng, S., 15 Apr 2016, In : Scientific Reports. 6, 24540.

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

    Full text: ExLibris SFX link
  67. Published

    Flow Cytometry-Based Classification in Cancer Research: A View on Feature Selection

    Hassan, S. S., Ruusuvuori, P., Latonen, L. & Huttunen, H., 10 Apr 2016, In : Cancer Informatics. 2015, Suppl. 5, p. 75-85

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

    Full text: ExLibris SFX link
  68. Published

    Texture classification using dense micro-block difference

    Mehta, R. & Egiazarian, K., 1 Apr 2016, In : IEEE Transactions on Image Processing. 25, 4, p. 1604-1616 13 p.

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

    Full text: ExLibris SFX link
  69. Published

    Detection of bubbles as concentric circular arrangements

    Strokina, N., Matas, J., Eerola, T., Lensu, L. & Kälviäinen, H., Apr 2016, In : Machine Vision and Applications. 27, 3, p. 387-396 10 p.

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

    Full text: ExLibris SFX link
  70. Published

    Insight to Nanoparticle Size Analysis—Novel and Convenient Image Analysis Method Versus Conventional Techniques

    Vippola, M., Valkonen, M., Sarlin, E., Honkanen, M. & Huttunen, H., 31 Mar 2016, In : Nanoscale Research Letters. 11, 1, 169.

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

    Full text: ExLibris SFX link
  71. Published

    Dissecting the stochastic transcription initiation process in live Escherichia coli

    Lloyd-Price, J., Startceva, S., Kandavalli, V., Chandraseelan, J. G., Goncalves, N., Oliveira, S. M. D., Häkkinen, A. & Sanches Ribeiro, A., 29 Mar 2016, In : DNA Research. 23, 3, p. 203-214

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

    Full text: ExLibris SFX link
  72. Published

    Health figures: an open source JavaScript library for health data visualization

    Ledesma, A., Al-Musawi, M. & Nieminen, H., 22 Mar 2016, In : BMC Medical Informatics and Decision Making. 16, 1, 38.

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

    Full text: ExLibris SFX link
  73. Published

    Improved neural dynamics for online Sylvester equations solving

    Chen, K., 8 Mar 2016, In : Information Processing Letters. 116, 7, p. 455–459 5 p.

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

    Full text: ExLibris SFX link
  74. Published

    Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

    Kiranyaz, S., Ince, T. & Gabbouj, M., 1 Mar 2016, In : IEEE Transactions on Biomedical Engineering. 63, 3, p. 664-675 12 p.

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

    Full text: ExLibris SFX link
  75. Published

    Super-resolution in a defocused plenoptic camera: a wave-optics-based approach

    Sahin, E., Katkovnik, V. & Gotchev, A., 1 Mar 2016, In : Optics Letters. 41, 5, p. 998-1001 4 p.

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

    Full text: ExLibris SFX link
  76. Published

    On the linear programming bound for linear Lee codes

    Astola, H. & Tabus, I., 1 Mar 2016, In : SpringerPlus. 5, 1, p. 1-13 13 p., 246.

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

    Full text: ExLibris SFX link
  77. Published

    Analysis of high-dimensional phase space via Poincaré section for patient-specific seizure detection

    Zabihi, M., Kiranyaz, S., Bahrami Rad, A., Kastaggelos, A. K., Gabbouj, M. & Ince, T., Mar 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 3, p. 386-398

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

    Full text: ExLibris SFX link
  78. Published

    Learning to rank salient segments extracted by multispectral quantum cuts

    Aytekin, C., Kiranyaz, S. & Gabbouj, M., Mar 2016, In : Pattern Recognition Letters. 72, p. 91-99 10 p.

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

    Full text: ExLibris SFX link
  79. Published

    Modeling the timing of cuts in automatic editing of concert videos

    Roininen, M. J., Leppänen, J., Eronen, A. J., Curcio, I. D. D. & Gabbouj, M., 20 Feb 2016, In : Multimedia Tools and Applications. 25 p.

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

    Full text: ExLibris SFX link
  80. Published

    Optimization of light field display-camera configuration based on display properties in spectral domain

    Bregovic, R., Kovács, P. & Gotchev, A., 8 Feb 2016, In : Optics Express. 24, 3, p. 3067-3088 22 p.

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

    Full text: ExLibris SFX link
  81. Published

    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

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

    Full text: ExLibris SFX link
  82. Published

    Modeling probability densities with sums of exponentials via polynomial approximation

    Dumitrescu, B., Şicleru, B. C. & Avram, F., 2016, In : Journal of Computational and Applied Mathematics. 292, p. 513–525

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

    Full text: ExLibris SFX link
  83. Published

    Morphological Differentiation Towards Neuronal Phenotype of SH-SY5Y Neuroblastoma Cells by Estradiol, Retinoic Acid and Cholesterol

    Teppola, H., Sarkanen, J. R., Jalonen, T. O. & Linne, M-L., 2016, In : Neurochemical Research. 41, 4, p. 731-747

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

    Full text: ExLibris SFX link
  84. Published

    Estimation of kinetic parameters of transcription from temporal single-RNA measurements

    Zimmer, C., Häkkinen, A. & S. Ribeiro, A., 2016, In : Mathematical Biosciences. 271, p. 146-153

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

    Full text: ExLibris SFX link
  85. Published

    Increased cytoplasm viscosity hampers aggregate polar segregation in Escherichia coli

    Oliveira, S. M. D., Neeli-Venkata, R., Goncalves, N. S. M., Santinha, J., Martins, L., Tran, H., Mäkelä, J., Gupta, A., Barandas, M., Häkkinen, A., Lloyd-Price, J., Fonseca, J. M. & S. Ribeiro, A., 2016, In : Molecular Microbiology. 99, 4, p. 686-699 14 p.

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

    Full text: ExLibris SFX link
  86. Published

    Robustness analysis of a hybrid of recursive neural dynamics for online matrix inversion

    Chen, K. & Yi, C., 2016, In : Applied Mathematics and Computation. 273, p. 969-975 7 p.

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

    Full text: ExLibris SFX link
  87. Published

    Binaural rendering of microphone array captures based on source separation

    Nikunen, J., Diment, A., Virtanen, T. & Vilermo, M., 2016, In : Speech Communication. 76, p. 157–169

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

    Full text: ExLibris SFX link
  88. Published

    K-Subspaces Quantization Subspaces for Approximate Nearest Neighbor Search

    Ozan, E. C., Kiranyaz, S. & Gabbouj, M., 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 7, p. 1722-1733

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

    Full text: ExLibris SFX link
  89. Published

    Joint Estimation of Bulk Flow Velocity and Angle Using a Lateral Line Probe

    Strokina, N., Kämäräinen, J-K., Tuhtan, J. A., Fuentes-Perez, J. F. & Kruusmaa, M., 2016, In : IEEE Transactions on Instrumentation and Measurement. 65, 3, p. 601-613

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

    Full text: ExLibris SFX link
  90. Published

    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

    Full text: ExLibris SFX link
  91. Published

    Pedestrian Density Analysis in Public Scenes with Spatio-Temporal Tensor Features

    Chen, K. & Kämäräinen, J-K., 2016, In : IEEE Transactions on Intelligent Transportation Systems. 17, 7, p. 1968 - 1977 10 p.

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

    Full text: ExLibris SFX link
  92. Published

    Recent advances in salient object detection -- Towards object recognition in big media data

    Aytekin, C., Kiranyaz, S., Iosifidis, A. & Gabbouj, M., 2016, In : Futura. 35, 2, p. 80 92 p.

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

    Full text: ExLibris SFX link
  93. Published

    Robustness of the process of nucleoid exclusion of protein aggregates in Escherichia coli

    Neeli-Venkata, R., Martikainen, A., Gupta, A., Goncalves, N., Fonseca, J. & Ribeiro, A. S., 2016, In : Journal of Bacteriology. 198, 6, p. 898-906 9 p.

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

    Full text: ExLibris SFX link
  94. Published

    Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia

    Tohka, J., Moradi, E., Huttunen, H., Alzheimer’s Disease Neuroimaging Initiative & Alzheimer’s Disease Neuroimaging Initiative 2, 2016, In : Neuroinformatics. 14, 3, p. 279-296 18 p.

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

    Full text: ExLibris SFX link
  95. Published

    Foveated Nonlocal Self-Similarity

    Foi, A. & Boracchi, G., 2016, In : International Journal of Computer Vision. 120, 1, p. 78–110 33 p.

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

    Full text: ExLibris SFX link
  96. Published

    Design and application of a fish-shaped lateral line probe for flow measurement

    Tuhtan, J. A., Fuentes-Perez, J. F., Strokina, N., Toming, G., Musall, M., Noack, M., Kämäräinen, J. K. & Kruusmaa, M., 2016, In : Review of Scientific Instruments. 87, 4, 045110.

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

    Full text: ExLibris SFX link
  97. Published

    Comparison of module detection algorithms in protein networks and investigation of the biological meaning of predicted modules

    Tripathi, S., Moutari, S., Dehmer, M. & Emmert-Streib, F., 2016, In : BMC Bioinformatics. 17, 1, 129.

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

    Full text: ExLibris SFX link
  98. Published

    The Process of Analyzing Data is the Emergent Feature of Data Science

    Emmert-Streib, F., Moutari, S. & Dehmer, M., 2016, In : Frontiers in Genetics. 7, p. 12

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

    Full text: ExLibris SFX link
  99. Published

    How Many Is Enough? Effect of Sample Size in Inter-Subject Correlation Analysis of fMRI

    Pajula, J. & Tohka, J., 2016, In : Computational Intelligence and Neuroscience. 2016, 2094601.

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

    Full text: ExLibris SFX link
  100. Published

    Graph Embedded One-Class Classifiers for media data classification

    Mygdalis, V., Iosifidis, A., Tefas, A. & Pitas, I., 2016, In : Pattern Recognition. 60, p. 585-595

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

    Full text: ExLibris SFX link
  101. Published

    Scaling up Class-Specific Kernel Discriminant Analysis for large-scale Face Verification

    Iosifidis, A. & Gabbouj, M., 2016, In : IEEE Transactions on Information Forensics and Security. 11, 11, p. 2453-2465

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

    Full text: ExLibris SFX link
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ID: 22336

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Tampere
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