Human Identification at a Distance: Challenges, Methods and Results on the Competition HID 2024
Conference paper
Yu, S., Wu, W., Hu, J., Wang, Z., Wang, J., Zhang, M., Wang, R., Ni, Y., Huang, Y., Wang, L. and Ahad, M. A. R. 2024. Human Identification at a Distance: Challenges, Methods and Results on the Competition HID 2024. 2024 IEEE International Joint Conference on Biometrics (IJCB 2024). Buffalo, USA 15 - 18 Sep 2024 IEEE. https://doi.org/10.1109/IJCB62174.2024.10744507
Authors | Yu, S., Wu, W., Hu, J., Wang, Z., Wang, J., Zhang, M., Wang, R., Ni, Y., Huang, Y., Wang, L. and Ahad, M. A. R. |
---|---|
Type | Conference paper |
Abstract | Human identification at a distance (HID) faces challenges due to the difficulty of acquiring traditional biometric modalities like face and fingerprints. Gait recognition offers a viable solution since it can be captured at a distance. To advance the algorithm development and provide fair evaluations, the International Competition on Human Identification at a Distance (HID) has been held annually since 2020, with HID 2024 marking the fifth edition. Despite increased difficulty, participants demonstrated remarkable capabilities, surpassing previous accuracy levels. This paper, co-authored by competition organizers and top participants, provides a comprehensive summary of HID 2024, including an overview of the competition, and insights into the methods employed by the top teams. Specifically, inspired by the achievements of the 5 competitions of HID, we also provide the insights for the future directions on gait recognition. |
Year | 2024 |
Conference | 2024 IEEE International Joint Conference on Biometrics (IJCB 2024) |
Publisher | IEEE |
Accepted author manuscript | License File Access Level Anyone |
Publication dates | |
Online | 11 Nov 2024 |
Publication process dates | |
Deposited | 28 Nov 2024 |
ISSN | 2474-9699 |
Book title | 2024 IEEE International Joint Conference on Biometrics (IJCB) |
ISBN | 979-8-3503-6413-2 |
Digital Object Identifier (DOI) | https://doi.org/10.1109/IJCB62174.2024.10744507 |
Copyright holder | © 2024 IEEE |
Copyright information | Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
https://repository.uel.ac.uk/item/8y99x
Download files
Accepted author manuscript
2024_HID_summary (2).pdf | ||
License: All rights reserved | ||
File access level: Anyone |
23
total views7
total downloads16
views this month6
downloads this month