471 citations · 3.1k across the 59 of their papers we have counts for
7 papers · 1 filter
SIFT Meets CNN: A Decade Survey of Instance Retrieval
Liang Zheng, Yi Yang, Qi Tian
In the early days, content-based image retrieval (CBIR) was studied with global features. Since 2003, image retrieval based on local descriptors (de facto SIFT) has been extensivel…
Coarse2Fine: Two-Layer Fusion For Image Retrieval
Gaipeng Kong, Le Dong, Wenpu Dong +2
This paper addresses the problem of large-scale image retrieval. We propose a two-layer fusion method which takes advantage of global and local cues and ranks database images from…
Deep Attributes Driven Multi-Camera Person Re-identification
Chi Su, Shiliang Zhang, Junliang Xing +2
The visual appearance of a person is easily affected by many factors like pose variations, viewpoint changes and camera parameter differences. This makes person Re-Identification (…
Multidimensional Scaling on Multiple Input Distance Matrices
Song Bai, Xiang Bai, Longin Jan Latecki +1
Multidimensional Scaling (MDS) is a classic technique that seeks vectorial representations for data points, given the pairwise distances between them. However, in recent years, dat…
Person Re-identification in the Wild
Liang Zheng, Hengheng Zhang, Shaoyan Sun +3
We present a novel large-scale dataset and comprehensive baselines for end-to-end pedestrian detection and person recognition in raw video frames. Our baselines address three issue…
Good Practice in CNN Feature Transfer
Liang Zheng, Yali Zhao, Shengjin Wang +2
The objective of this paper is the effective transfer of the Convolutional Neural Network (CNN) feature in image search and classification. Systematically, we study three facts in…
Geometric Hypergraph Learning for Visual Tracking
Dawei Du, Honggang Qi, Longyin Wen +3
Graph based representation is widely used in visual tracking field by finding correct correspondences between target parts in consecutive frames. However, most graph based trackers…