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

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