Tampere University of Technology

TUTCRIS Research Portal

Research group: Machine Learning Group MLG

Research unit: Research Group

  1. Article › Scientific › Not peer-reviewed
  2. 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

  3. Article › Scientific › Peer-reviewed
  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

    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 journalArticleScientificpeer-review

  6. 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

  7. Chapter › Scientific › Peer-reviewed
  8. 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

  9. Conference contribution › Scientific › Peer-reviewed
  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. Published

    Passive RFID-based Textile Touchpad

    He, H., Chen, X., Raivio, L., Huttunen, H. & Virkki, J., 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 4 p. 9135201

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

  19. 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

  20. 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

  21. Paper, poster or abstract › Scientific
  22. 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

ID: 13386093