102 citations · 266 across the 20 of their papers we have counts for
4 papers · 1 filter
Locality Aware Appearance Metric for Multi-Target Multi-Camera Tracking
Yunzhong Hou, Liang Zheng, Zhongdao Wang +1
Multi-target multi-camera tracking (MTMCT) systems track targets across cameras. Due to the continuity of target trajectories, tracking systems usually restrict their data associat…
Towards Real-Time Multi-Object Tracking
Zhongdao Wang, Liang Zheng, Yixuan Liu +2
Modern multiple object tracking (MOT) systems usually follow the \emph{tracking-by-detection} paradigm. It has 1) a detection model for target localization and 2) an appearance emb…
Softmax Dissection: Towards Understanding Intra- and Inter-class Objective for Embedding Learning
Lanqing He, Zhongdao Wang, Yali Li +1
The softmax loss and its variants are widely used as objectives for embedding learning, especially in applications like face recognition. However, the intra- and inter-class object…
Linkage Based Face Clustering via Graph Convolution Network
Zhongdao Wang, Liang Zheng, Yali Li +1
In this paper, we present an accurate and scalable approach to the face clustering task. We aim at grouping a set of faces by their potential identities. We formulate this task as…