Department of Signal Processing
Research unit: Department
- 2020
- 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
- Published
End-to-end learning for video frame compression with self-attention
Zou, N., Zhang, H., Cricri, F., Tavakoli, H. R., Lainema, J., Aksu, E., Hannuksela, M. & Rahtu, E., 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE, p. 580-584 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
- Published
Multi-modal dense video captioning
Iashin, V. & Rahtu, E., 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE, p. 4117-4126 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
- 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. 9135201Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
- Published
Sound Event Detection with Depthwise Separable and Dilated Convolutions
Drossos, K., Mimilakis, S. I., Gharib, S., Li, Y. & Virtanen, T., 2020, IEEE World Congress on Computational Intelligence (WCCI) 2020. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
- 2019
- 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
- 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 proceeding › Conference contribution › Scientific › peer-review
- 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 proceeding › Conference contribution › Scientific › peer-review
- 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 proceeding › Conference contribution › Scientific › peer-review
- 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 proceeding › Conference contribution › Scientific › peer-review
- 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. 29-37Research output: Contribution to journal › Article › Scientific › peer-review
- 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. 1-19Research output: Contribution to journal › Article › Scientific › peer-review
- 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. 115-116Research output: Contribution to journal › Article › Scientific
- 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 proceeding › Conference contribution › Scientific › peer-review
- Published
Deep Neural Networks: A Signal Processing Perspective
Huttunen, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 133-163Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
- 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 proceeding › Conference contribution › Scientific › peer-review
- 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 proceeding › Conference contribution › Scientific › peer-review
- 2018
- 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
- 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). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
- 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. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
ID: 22336