Stable and Effective One-Step Method for Person Search

no code implementations • IEEE International Conference on Acoustics, Speech and Signal Processing 2021 • Ning Lv, Xuezhi Xiang, Xinyao Wang, Jie Yang, Rokia Abdeen, Abdulmotaleb El Saddik

In order to process divergence between detection and re-identification, we introduce switchable normalization and gradient centralization to improve the stability of the model.

Multi-Task Learning Pedestrian Detection +3

Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution

no code implementations • Neural Processing Letters 2021 • Xuezhi Xiang, Wenkai Ren, Yujian Qiu, Kaixu Zhang & Ning Lv

Although the detection based tracking method can get great results, it is relies on the performance of the detector.

Multi-Object Tracking Object +2

Scene Flow Estimation: A Survey

no code implementations • 8 Dec 2016 • Zike Yan, Xuezhi Xiang

This paper is the first to review the scene flow estimation field, which analyzes and compares methods, technical challenges, evaluation methodologies and performance of scene flow estimation.

Scene Flow Estimation