KeyPoint Relative Position Encoding for Face Recognition

no code implementations • 21 Mar 2024 • Minchul Kim, Yiyang Su, Feng Liu, Anil Jain, Xiaoming Liu

By anchoring the significance of pixels around keypoints, the model can more effectively retain spatial relationships, even when those relationships are disrupted by affine transformations.

Face Recognition Gait Recognition +1

Separating Invisible Sounds Toward Universal Audiovisual Scene-Aware Sound Separation

no code implementations • 18 Oct 2023 • Yiyang Su, Ali Vosoughi, Shijian Deng, Yapeng Tian, Chenliang Xu

The audio-visual sound separation field assumes visible sources in videos, but this excludes invisible sounds beyond the camera's view.

FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude

no code implementations • 29 Jun 2023 • Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Xingguang Zhang, Stanley Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu

Whole-body biometric recognition is an important area of research due to its vast applications in law enforcement, border security, and surveillance.

Image Restoration TAR

Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report

1 code implementation • 1 Aug 2020 • Jing Shi, Zhiheng Li, Haitian Zheng, Yihang Xu, Tianyou Xiao, Weitao Tan, Xiaoning Guo, Sizhe Li, Bin Yang, Zhexin Xu, Ruitao Lin, Zhongkai Shangguan, Yue Zhao, Jingwen Wang, Rohan Sharma, Surya Iyer, Ajinkya Deshmukh, Raunak Mahalik, Srishti Singh, Jayant G Rohra, Yi-Peng Zhang, Tongyu Yang, Xuan Wen, Ethan Fahnestock, Bryce Ikeda, Ian Lawson, Alan Finkelstein, Kehao Guo, Richard Magnotti, Andrew Sexton, Jeet Ketan Thaker, Yiyang Su, Chenliang Xu

This technical report summarizes submissions and compiles from Actor-Action video classification challenge held as a final project in CSC 249/449 Machine Vision course (Spring 2020) at University of Rochester

General Classification Video Classification