Tampere University of Technology

TUTCRIS Research Portal

Department of Signal Processing

Research unit: Department

  1. 2019
  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

    Semantic segmentation with inexpensive simulated data

    Peltomäki, J., Chen, M. & Huttunen, H., Oct 2019, 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). IEEE, 6 p.

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

  4. Published

    Comparing Optimization Methods of Neural Networks for Real-time Inference

    Khan, M., Lunnikivi, H., Huttunen, H. & Boutellier, J., 3 Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  5. Published

    DL-CFAR: A Novel CFAR Target Detection Method Based on Deep Learning

    Lin, C-H., Lin, Y-C., Bai, Y., Chung, W-H., Lee, T-S. & Huttunen, H., 1 Sep 2019, 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall). IEEE, 6 p. (IEEE Vehicular Technology Conference).

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

  6. Published

    Rethinking the Evaluation of Video Summaries

    Otani, M., Nakashima, Y., Rahtu, E. & Heikkilä, J., Jun 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 7588-7596 9 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition).

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

  7. 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

  8. 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

  9. Published

    Guest Editorial: Special Issue on Machine Learning Implementations

    Huttunen, H., Chen, K. & Zhang, Z., Feb 2019, In : Journal of Signal Processing Systems. 91, 2, p. 115-116

    Research output: Contribution to journalArticleScientific

  10. Published

    Modeling lens optics and rendering virtual views from fisheye imagery

    Gama, F., Georgiev, M. & Gotchev, A., 13 Jan 2019, Electronic Imaging, Image Processing: Algorithms and Systems XVII. (IS&T International Symposium on Electronic Imaging).

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

  11. Published

    Deep Neural Networks: A Signal Processing Perspective

    Huttunen, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 133-163

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  12. Published

    MLAttack: Fooling Semantic Segmentation Networks by Multi-layer Attacks

    Gupta, P. & Rahtu, E., 2019, Pattern Recognition - 41st DAGM German Conference, DAGM GCPR 2019, Proceedings. Fink, G. A., Frintrop, S. & Jiang, X. (eds.). Springer, p. 401-413 13 p. (Lecture Notes in Computer Science; vol. 11824 LNCS).

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

  13. Published

    Surface type classification for autonomous robot indoor navigation

    Lomio, F., Skënderi, E., Mohamadi, D., Collin, J., Ghabcheloo, R. & Huttunen, H., 2019, 27th EUSIPCO 2019 satellite workshop proceedings, “Signal Processing, Computer Vision and Deep Learning for Autonomous Systems”: September 6th 2019, Coruna, Spain. IEEE, (European Signal Processing Conference).

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

  14. 2018
  15. 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

  16. Published

    Classification of Building Information Model (BIM) Structures with Deep Learning

    Lomio, F., Farinha, R., Laasonen, M. & Huttunen, H., Nov 2018, 2018 7th European Workshop on Visual Information Processing (EUVIP). IEEE

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

  17. Published

    Embedded Implementation of a Deep Learning Smile Detector

    Ghazi, P., Happonen, A. P., Boutellier, J. & Huttunen, H., Nov 2018, 2018 7th European Workshop on Visual Information Processing (EUVIP): 26-28 November, 2018, Tampere, Finland. IEEE

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

  18. Published

    Faster Bounding Box Annotation for Object Detection in Indoor Scenes

    Adhikari, B., Peltomäki, J., Puura, J. & Huttunen, H., Nov 2018, 2018 7th European Workshop on Visual Information Processing (EUVIP). IEEE

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

  19. Published

    Real Time System for Facial Analysis

    Tommola, J., Ghazi, P., Adhikari, B. & Huttunen, H., Nov 2018. 2 p.

    Research output: Other conference contributionPaper, poster or abstractScientific

  20. Published

    Bottom-Up Attention Guidance for Recurrent Image Recognition

    Tavakoli, H. R., Borji, A., Anwer, R. M., Rahtu, E. & Kannala, J., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, p. 3004-3008 5 p.

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

  21. Published

    Inertial Odometry on Handheld Smartphones

    Solin, A., Cortes, S., Rahtu, E. & Kannala, J., 5 Sep 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE, p. 1361-1368 8 p. 8455482

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

  22. Published

    Acoustic Scene Classification: A Competition Review

    Gharib, S., Derrar, H., Niizumi, D., Senttula, T., Tommola, J., Heittola, T., Virtanen, T. & Huttunen, H., Sep 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018. IEEE

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

  23. Published

    Binarized Convolutional Neural Networks for Efficient Inference on GPUs

    Khan, M., Huttunen, H. & Boutellier, J., Sep 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 682-686

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

  24. Published

    Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision

    Bai, Y., Bhattacharyya, S. S., Happonen, A. P. & Huttunen, H., Sep 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE

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

  25. 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

  26. Published

    ADVIO: An authentic dataset for visual-inertial odometry

    Cortés, S., Solin, A., Rahtu, E. & Kannala, J., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Springer Verlag, p. 425-440 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

  27. 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

  28. 2017
  29. 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

  30. 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

  31. 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

  32. 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

  33. Published

    Learning with Ambiguous Label Distribution for Apparent Age Estimation

    Chen, K. & Kämäräinen, J-K., 11 Mar 2017, Computer Vision – ACCV 2016. Lai, SH., Lepetit, V., Nishino, K. & Sato, Y. (eds.). Springer International Publishing, p. 330-343 (Lecture Notes in Computer Science (LNCS); vol. 10113).

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

  34. 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

  35. 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

  36. Published

    Low power design methodology for signal processing systems using lightweight dataflow techniques

    Li, L., Fanni, T., Viitanen, T., Xie, R., Palumbo, F., Raffo, L., Huttunen, H., Takala, J. & Bhattacharyya, S. S., 13 Feb 2017, DASIP 2016 - Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing. IEEE COMPUTER SOCIETY PRESS, p. 82-89 8 p.

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

  37. 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

  38. Published

    Literature Review of Patient Record Structures from the Physician's Perspective

    Forsvik, H., Voipio, V., Lamminen, J., Doupi, P., Hyppönen, H. & Vuokko, R., Feb 2017, In : Journal of Medical Systems. 41, 29

    Research output: Contribution to journalReview ArticleScientificpeer-review

  39. 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

  40. Published

    Viewport-adaptive encoding and streaming of 360-degree video for virtual reality applications

    Kammachi-Sreedhar, K., Aminlou, A., Hannuksela, M. M. & Gabbouj, M., 18 Jan 2017, 2016 IEEE International Symposium on Multimedia (ISM). IEEE, p. 583-586 4 p.

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

  41. Published

    Color-distribution similarity by information theoretic divergence for color images

    Murayama, M., Oguro, D., Kikuchi, H., Huttunen, H., Ho, Y. S. & Shin, J., 17 Jan 2017, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. IEEE

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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. Published

    Consistent Anisotropic Wiener Filtering for Audio Source Separation

    Magron, P., Le Roux, J. & Virtanen, T., 2017, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. p. 269-273 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  48. Published

    Convolutional recurrent neural networks for bird audio detection

    Cakir, E., Adavanne, S., Parascandolo, G., Drossos, K. & Virtanen, T., 2017, European Signal Processing Conference . IEEE, p. 1744-1748 5 p. (European Signal Processing Conference).

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

  49. Published

    Deep Structured-Output Regression Learning for Computational Color Constancy

    Qian, Y., Chen, K., Kämäräinen, J-K., Nikkanen, J. & Matas, J., 2017, 2016 23rd International Conference on Pattern Recognition (ICPR). IEEE

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

  50. Published

    Depth from Defocus and Coded Apertures for 3D Scene Sensing

    Sahin, E., Wang, C. & Gotchev, A., 2017, Connected Media in the Future Internet Era. Kondoz, A. & Dagiuklas, T. (eds.). Springer, p. 107-134

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  51. Published

    Dynamic laser speckle metrology with binarization of speckle patterns

    Stoykova, E., Nazarova, D., Berberova, N., Gotchev, A., Ivanov, B. & Mateev, G., 2017, 19th International Conference and School on Quantum Electronics: Laser Physics and Applications. SPIE, 102260R. (Proceedings of SPIE; vol. 10226).

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

  52. Published

    Low Latency Sound Source Separation Using Convolutional Recurrent Neural Networks

    Naithani, G., Barker, T., Parascandolo, G., Bramsløw, L., Pontoppidan, N. H. & Virtanen, T., 2017, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. p. 71-75 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  53. 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

  54. 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

  55. Published

    Perceptual quality of reconstructed medical images on projection-based light field displays

    Kara, P. A., Kovacs, P. T., Vagharshakyan, S., Martini, M. G., Imre, S., Barsi, A., Lackner, K. & Balogh, T., 2017, eHealth 360° - International Summit on eHealth, Revised Selected Papers. Springer Verlag, p. 476-483 8 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 181).

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

  56. 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

  57. 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

  58. Published

    Relative camera pose estimation using convolutional neural networks

    Melekhov, I., Ylioinas, J., Kannala, J. & Rahtu, E., 2017, Advanced Concepts for Intelligent Vision Systems - 18th International Conference, ACIVS 2017, Proceedings. Springer Verlag, p. 675-687 13 p. (Lecture Notes in Computer Science; vol. 10617).

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

  59. 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

  60. Published

    Sound event detection using spatial features and convolutional recurrent neural network

    Adavanne, S., Pertilä, P. & Virtanen, T., 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 771-775

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

  61. 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

  62. 2016
  63. 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

  64. 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

  65. 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

  66. Published

    Virtual cell imaging: A review on simulation methods employed in image cytometry

    Ulman, V., Svoboda, D., Nykter, M., Kozubek, M. & Ruusuvuori, P., 6 Dec 2016, In : Cytometry Part A.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  67. Published

    Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates

    Raitoharju, J., Riabchenko, E., Meissner, K., Ahmad, I., Iosifidis, A., Gabbouj, M. & Kiranyaz, S., 4 Dec 2016, 2016 ICPR 2nd Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI). IEEE, p. 43-48 6 p.

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

  68. 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

  69. 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

  70. Published

    A Vector Quantization Based k-NN Approach for Large-Scale Image Classification

    Ozan, E. C., Riabchenko, E., Kiranyaz, S. & Gabbouj, M., Dec 2016, 2016 6th International Conference on Image Processing Theory Tools and Applications (IPTA). IEEE

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

  71. Published

    Computational Network Analysis with R: Applications in Biology, Medicine, and Chemistry

    Dehmer, M. (ed.), Shi, Y. (ed.) & Emmert-Streib, F. (ed.), Dec 2016, Wiley-VCH. 343 p.

    Research output: Book/ReportAnthologyScientificpeer-review

  72. Published

    Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval

    Cao, G., Waris, M. A., Iosifidis, A. & Gabbouj, M., Dec 2016, 2016 6th International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, p. 1-6 6 p.

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

  73. Published

    Prototype-based class-specific nonlinear subspace learning for large-scale face verification

    Iosifidis, A. & Gabbouj, M., Dec 2016, 2016 6th International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, p. 1-6 6 p.

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

  74. 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

  75. Published

    Quantum Cuts: A Quantum Mechanical Spectral Graph Partitioning Method for Salient Object Detection

    Aytekin, C., 24 Nov 2016, Tampere University of Technology. 68 p. (Tampere University of Technology. Publication; vol. 1440)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  76. Published

    Multimodal Video Analysis and Modeling

    Roininen, M., 18 Nov 2016, Tampere University of Technology. 69 p. (Tampere University of Technology. Publication; vol. 1433)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  77. Published

    Models and Methods for Estimation and Filtering of Signal-Dependent Noise in Imaging

    Azzari, L., 11 Nov 2016, Tampere University of Technology. 111 p. (Tampere University of Technology. Publication; vol. 1429)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  78. 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

  79. 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

  80. 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

  81. Published

    Filterbank Learning for Deep Neural Network Based Polyphonic Sound Event Detection

    Cakir, E., Ozan, E. C. & Virtanen, T., 3 Nov 2016, 2016 International Joint Conference on Neural Networks (IJCNN). IEEE

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

  82. 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

  83. Published

    Automated tree detection and density calculation using unmanned aerial vehicles

    Guldogan, O., Rotola-Pukkila, J., Balasundaram, U., Le, T. H., Mannar, K., Chrisna, T. M. & Gabbouj, M., 1 Nov 2016, 2016 Visual Communications and Image Processing (VCIP). IEEE

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

  84. 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

  85. 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

  86. 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

  87. Published

    Towards 24/7 continuous heart rate monitoring

    Tarniceriu, A., Parak, J., Renevey, P., Nurmi, M., Bertschi, M., Delgado-Gonzalo, R. & Korhonen, I., 18 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 186-189 4 p.

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

  88. Published

    Self-localization in Ad Hoc Indoor Acoustic Networks

    Parviainen, M., 7 Oct 2016, Tampere University of Technology. 67 p. (Tampere University of Technology. Publication; vol. 1420)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  89. 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

  90. Published

    On some properties of positive trigonometric polynomials related to one-dimensional discrete phase retrieval problem

    Rusu, C., Grama, L. & Astola, J., 1 Oct 2016, 2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC). IEEE, p. 289-292 4 p.

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

  91. Published

    Visualization of Biological Networks Using NetBioV

    Tripathi, S., Moutari, S., Dehmer, M. & Emmert-Streib, F., Oct 2016, Computational Network Analysis with R: Applications in Biology, Medicine, and Chemistry. Dehmer, M., Shi, Y. & Emmert-Streib, F. (eds.). Wiley-VCH, p. 307-333 27 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  92. Published

    Image Analysis Methods for the Characterization of Mitochondrial Morphology and Dynamics

    Lihavainen, E., 30 Sep 2016, Tampere University of Technology. 54 p. (Tampere University of Technology. Publication; vol. 1410)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  93. 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

  94. Published

    SCP-ECG V3.0: An Enhanced Standard Communication Protocol for Computer-assisted Electrocardiography

    Pani, D., Rubel, P., Fayn, J., Badilini, F., Macfarlane, P. & Värri, A., 12 Sep 2016, Computers in Cardiology Conference. Murray, A. (ed.). Vancouver, Canada: Computing in Cardiology, Vol. 43. p. 309-312 4 p.

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

  95. Published

    On the Variability of the Transcription Process in Escherichia coli

    Mäkelä, J., 9 Sep 2016, Tampere University of Technology. 76 p. (Tampere University of Technology. Publication; vol. 1407)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  96. Published

    Towards Robust Local Descriptors for Texture Classification

    Mehta, R., 2 Sep 2016, Tampere University of Technology. (Tampere University of Technology. Publication; vol. 1406)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  97. Published

    DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks

    Valenti, M., Diment, A., Parascandolo, G., Squartini, S. & Virtanen, T., 1 Sep 2016, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016). Tampere University of Technology. Department of Signal Processing

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

  98. Published

    Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks

    Kiranyaz, S., Waris, M. A., Ahmad, I., Hamila, R. & Gabbouj, M., 1 Sep 2016, 2016 IEEE International Conference on Image Processing (ICIP). p. 2306-2310 5 p.

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

  99. 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

  100. Published

    Increasing the environment-awareness of rake beamforming for directive acoustic sources

    Pertilä, P. & Brutti, A., 1 Sep 2016, 15th International Workshop on Acoustic Signal Enhancement (IWAENC).

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

  101. 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

  102. Published

    Resource-Constrained Implementation and Optimization of a Deep Neural Network for Vehicle Classification

    Xie, R., Huttunen, H., Lin, S., Bhattacharyya, S. & Takala, J., Sep 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 1862-1866 5 p.

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

  103. 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

  104. Published

    Motion hints compensated prediction as a reference frame for high efficiency video coding (HEVC)

    Ahmmed, A., Hannuksela, M. M. & Gabbouj, M., 29 Aug 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 923-927

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

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