Energy efficient perception

Acronym	Energy efficient machine perception /Kannala 31.12.2025
Status	Active
Effective start/end date	01/01/2023 → 31/12/2025

Differentiable Product Quantization for Memory Efficient Camera Relocalization
Laskar, Z., Melekhov, I., Benbihi, A., Wang, S. & Kannala, J., 2025, Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXXV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 470-489 (Lecture Notes in Computer Science; vol. 15143).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
RP1M: A Large-Scale Motion Dataset for Piano Playing with Bimanual Dexterous Robot Hands
Zhao, Y., Chen, L., Schneider, J., Gao, Q., Kannala, J., Schölkopf, B., Pajarinen, J. & Büchler, D., 2025, In: Proceedings of Machine Learning Research. 270, p. 5184-5203 20 p.
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
6 Downloads (Pure)
DGC-GNN : Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching
Wang, S., Kannala, J. & Barath, D., 16 Sept 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 20881-20891 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
2 Citations (Scopus)

Project Details