10 citations · 22 across the 6 of their papers we have counts for
6 papers · 1 filter
Towards Accurate Localization by Instance Search
Yi-Geng Hong, Hui-Chu Xiao, Wan-Lei Zhao
Visual object localization is the key step in a series of object detection tasks. In the literature, high localization accuracy is achieved with the mainstream strongly supervised…
Dynamic Sampling for Deep Metric Learning
Chang-Hui Liang, Wan-Lei Zhao, Run-Qing Chen
Deep metric learning maps visually similar images onto nearby locations and visually dissimilar images apart from each other in an embedding manifold. The learning process is mainl…
Deeply Activated Salient Region for Instance Search
Hui-Chu Xiao, Wan-Lei Zhao, Jie Lin +1
The performance of instance search depends heavily on the ability to locate and describe a wide variety of object instances in a video/image collection. Due to the lack of proper m…
Instance Search via Instance Level Segmentation and Feature Representation
Yu Zhan, Wan-Lei Zhao
Instance search is an interesting task as well as a challenging issue due to the lack of effective feature representation. In this paper, an instance level feature representation b…
Clustering via Boundary Erosion
Cheng-Hao Deng, Wan-Lei Zhao
Clustering analysis identifies samples as groups based on either their mutual closeness or homogeneity. In order to detect clusters in arbitrary shapes, a novel and generic solutio…
Scalable Nearest Neighbor Search based on kNN Graph
Wan-Lei Zhao, Jie Yang, Cheng-Hao Deng
Nearest neighbor search is known as a challenging issue that has been studied for several decades. Recently, this issue becomes more and more imminent in viewing that the big data…