794 citations · 4.3k across the 55 of their papers we have counts for
5 papers · 1 filter
Fast Neighborhood Graph Search using Cartesian Concatenation
Jingdong Wang, Jing Wang, Gang Zeng +3
In this paper, we propose a new data structure for approximate nearest neighbor search. This structure augments the neighborhood graph with a bridge graph. We propose to exploit Ca…
Fast Approximate -Means via Cluster Closures
Jingdong Wang, Jing Wang, Qifa Ke +2
-means, a simple and effective clustering algorithm, is one of the most widely used algorithms in multimedia and computer vision community. Traditional -means is an iterative…
Scalable -NN graph construction
Jingdong Wang, Jing Wang, Gang Zeng +3
The -NN graph has played a central role in increasingly popular data-driven techniques for various learning and vision tasks; yet, finding an efficient and effective way to cons…
Hybrid Affinity Propagation
Jingdong Wang, Hao Xu, Xian-Sheng Hua +1
In this paper, we address a problem of managing tagged images with hybrid summarization. We formulate this problem as finding a few image exemplars to represent the image set seman…
Image Tag Refinement by Regularized Latent Dirichlet Allocation
Jingdong Wang, Jiazhen Zhou, Hao Xu +3
Tagging is nowadays the most prevalent and practical way to make images searchable. However, in reality many manually-assigned tags are irrelevant to image content and hence are no…