794 citations · 4.3k across the 55 of their papers we have counts for
5 papers · 1 filter
Salient Object Detection: A Discriminative Regional Feature Integration Approach
Huaizu Jiang, Zejian Yuan, Ming-Ming Cheng +3
Salient object detection has been attracting a lot of interest, and recently various heuristic computational models have been designed. In this paper, we formulate saliency map com…
Deep Regression for Face Alignment
Baoguang Shi, Xiang Bai, Wenyu Liu +1
In this paper, we present a deep regression approach for face alignment. The deep architecture consists of a global layer and multi-stage local layers. We apply the back-propagatio…
Hashing for Similarity Search: A Survey
Jingdong Wang, Heng Tao Shen, Jingkuan Song +1
Similarity search (nearest neighbor search) is a problem of pursuing the data items whose distances to a query item are the smallest from a large database. Various methods have bee…
Inner Product Similarity Search using Compositional Codes
Chao Du, Jingdong Wang
This paper addresses the nearest neighbor search problem under inner product similarity and introduces a compact code-based approach. The idea is to approximate a vector using the…
Optimized Cartesian -Means
Jianfeng Wang, Jingdong Wang, Jingkuan Song +3
Product quantization-based approaches are effective to encode high-dimensional data points for approximate nearest neighbor search. The space is decomposed into a Cartesian product…