Wiktor Adam Mucha

Projektass. mag.ing.

Role

PreDoc Researcher
Computer Vision, E193-01

Contact

Publications

SHARP: Segmentation of Hands and Arms by Range Using Pseudo-depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition / Mucha, W., Wray, M., & Kampel, M. (2025). SHARP: Segmentation of Hands and Arms by Range Using Pseudo-depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition. In A. Antonacopoulos, S. Chaudhuri, R. Chellappa, Cl. Liu, S. Bhattacharya, & U. Pal (Eds.), Pattern Recognition (pp. 178–193). https://doi.org/10.1007/978-3-031-78354-8_12
Project: visuAAL (2020–2026)
Egocentric Vision for Active Assisted Living / Mucha, W. A. (2024, July 7). Egocentric Vision for Active Assisted Living [Poster Presentation]. ICVSS 2024 - International Computer Vision Summer School, Sizilien, Italy.
Understanding Human Behaviour With Wearable Cameras Based on Information From the Human Hand / Mucha, W. A., & Kampel, M. (2024). Understanding Human Behaviour With Wearable Cameras Based on Information From the Human Hand. In Proceedings of the Joint visuAAL-GoodBrother Conference on trustworthy video- and audio-based assistive technologies – COST Action CA19121 - Network on Privacy-Aware Audio- and Video-Based Applications for Active and Assisted Living (pp. 10–13).
Project: visuAAL (2020–2026)
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model / Mucha, W., Cuconasu, F., Etori, N. A., Kalokyri, V., & Trappolini, G. (2024). TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model. In Computers Helping People with Special Needs (pp. 285–291). https://doi.org/10.1007/978-3-031-62849-8_35
Project: visuAAL (2020–2026)
In My Perspective, in My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition / Mucha, W., & Kampel, M. (2024). In My Perspective, in My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition. In 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (pp. 1–9). https://doi.org/10.1109/FG59268.2024.10582035
Project: visuAAL (2020–2026)
Human Action Recognition in Egocentric Perspective Using 2D Object and Hands Pose / Mucha, W. A. (2023, June 19). Human Action Recognition in Egocentric Perspective Using 2D Object and Hands Pose [Conference Presentation]. Joint International 3rd Ego4D and 11th EPIC Workshop 2023, Vancouver, Canada.
Project: visuAAL (2020–2026)
Ego2DHands: Generating 2D Hand Skeleton in Egocentric Vision / Mucha, W. A., & Kampel, M. (2023, February 16). Ego2DHands: Generating 2D Hand Skeleton in Egocentric Vision [Conference Presentation]. 26th Computer Vision Winter Workshop (CVWW) 2023, Krems an der Donau, Austria.
Project: visuAAL (2020–2026)
Hands, Objects, Action! Egocentric 2D Hand-Based Action Recognition / Mucha, W., & Kampel, M. (2023). Hands, Objects, Action! Egocentric 2D Hand-Based Action Recognition. In Computer Vision Systems: 14th International Conference, ICVS 2023, Vienna, Austria, September 27–29, 2023, Proceedings (pp. 31–40). https://doi.org/10.1007/978-3-031-44137-0_3
Project: visuAAL (2020–2026)
Search for heavy resonances decaying to ZZ or ZW and axion-like particles mediating nonresonant ZZ or ZH production at √s = 13 TeV / Tumasyan, A., Adam, W., Andrejkovic, J. W., Bergauer, T., Chatterjee, S., Damanakis, K., Dragicevic, M., Escalante Del Valle, A., Frühwirth, R., Jeitler, M., Krammer, N., Lechner, L., Liko, D., Mikulec, I., Paulitsch, P., Pitters, F. M., Schieck, J., Schöfbeck, R., Schwarz, D., … The CMS collaboration. (2022). Search for heavy resonances decaying to ZZ or ZW and axion-like particles mediating nonresonant ZZ or ZH production at √s = 13 TeV. Journal of High Energy Physics, 2022(4), Article 87. https://doi.org/10.1007/JHEP04(2022)087
Addressing Privacy Concerns in Depth Sensors / Mucha, W., & Kampel, M. (2022). Addressing Privacy Concerns in Depth Sensors. In K. Miesenberger, G. Kouroupetroglou, K. Mavrou, R. Manduchi, M. Covarrubias, & P. Penáz (Eds.), Computers Helping People with Special Needs. ICCHP-AAATE 2022. Lecture Notes in Computer Science (pp. 526–533). https://doi.org/10.1007/978-3-031-08645-8_62
Project: visuAAL (2020–2026)
Depth and Thermal Images in Face Detection - A Detailed Comparison Between Image Modalities / Mucha, W., & Kampel, M. (2022). Depth and Thermal Images in Face Detection - A Detailed Comparison Between Image Modalities. In ICMVA 2022: 2022 the 5th International Conference on Machine Vision and Applications (pp. 16–21). https://doi.org/10.1145/3523111.3523114
Project: visuAAL (2020–2026)
Beyond Privacy of Depth Sensors in Active and Assisted Living Devices / Mucha, W., & Kampel, M. (2022). Beyond Privacy of Depth Sensors in Active and Assisted Living Devices. In F. Makedon (Ed.), PETRA ’22: Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments (pp. 425–429). https://doi.org/10.1145/3529190.3534764
Project: visuAAL (2020–2026)