Event-Based Eye Tracking. AIS 2024 Challenge Survey

no code implementations • 17 Apr 2024 • Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zheng-Jun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien Crouzet, Douglas McLelland, Oliver Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lică, David Dinucu-Jianu, Cătălin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai

This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge.

SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features

no code implementations • 29 Sep 2023 • Song Wang, Zhu Wang, Can Li, Xiaojuan Qi, Hayden Kwok-Hay So

In comparison to conventional RGB cameras, the superior temporal resolution of event cameras allows them to capture rich information between frames, making them prime candidates for object tracking.

Multi-Object Tracking Object

DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference

no code implementations • 24 Feb 2023 • Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong

To accelerate the inference of deep neural networks (DNNs), quantization with low-bitwidth numbers is actively researched.

Quantization

Proceedings of the 3rd International Workshop on Overlay Architectures for FPGAs (OLAF 2017)

no code implementations • 28 Apr 2017 • Hayden Kwok-Hay So, John Wawrzynek

The 3rd International Workshop on Overlay Architectures for FPGAs (OLAF 2017) was held on 22 Feb, 2017 as a co-located workshop at the 25th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2017).

Hardware Architecture C.0; C.1; B.5.2; B.6.3; B.7.2