11 citations · 43 across the 18 of their papers we have counts for
4 papers · 1 filter
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
Xiaoyan Cao, Yiyao Zheng, Yao Yao +3
Video data and algorithms have been driving advances in multi-object tracking (MOT). While existing MOT datasets focus on occlusion and appearance similarity, complex motion patter…
Deep Neural Networks in Video Human Action Recognition: A Review
Zihan Wang, Yang Yang, Zhi Liu +1
Currently, video behavior recognition is one of the most foundational tasks of computer vision. The 2D neural networks of deep learning are built for recognizing pixel-level inform…
Multi-Level Attention for Unsupervised Person Re-Identification
Yi Zheng
The attention mechanism is widely used in deep learning because of its excellent performance in neural networks without introducing additional information. However, in unsupervised…
A method for detecting text of arbitrary shapes in natural scenes that improves text spotting
Qitong Wang, Yi Zheng, Margrit Betke
Understanding the meaning of text in images of natural scenes like highway signs or store front emblems is particularly challenging if the text is foreshortened in the image or the…