455 citations · 3.3k across the 47 of their papers we have counts for
5 papers · 1 filter
Deep Ranking for Person Re-identification via Joint Representation Learning
Shi-Zhe Chen, Chun-Chao Guo, Jian-Huang Lai
This paper proposes a novel approach to person re-identification, a fundamental task in distributed multi-camera surveillance systems. Although a variety of powerful algorithms hav…
Data-Driven Scene Understanding with Adaptively Retrieved Exemplars
Xionghao Liu, Wei Yang, Liang Lin +3
This article investigates a data-driven approach for semantically scene understanding, without pixelwise annotation and classifier training. Our framework parses a target image wit…
Learning Contour-Fragment-based Shape Model with And-Or Tree Representation
Liang Lin, Xiaolong Wang, Wei Yang +1
This paper proposes a simple yet effective method to learn the hierarchical object shape model consisting of local contour fragments, which represents a category of shapes in the f…
Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models
Liang Lin, Yuanlu Xu, Xiaodan Liang +1
Although it has been widely discussed in video surveillance, background subtraction is still an open problem in the context of complex scenarios, e.g., dynamic backgrounds, illumin…
Discriminatively Trained And-Or Graph Models for Object Shape Detection
Liang Lin, Xiaolong Wang, Wei Yang +1
In this paper, we investigate a novel reconfigurable part-based model, namely And-Or graph model, to recognize object shapes in images. Our proposed model consists of four layers:…