Hash Bit Selection: A Unified Solution for Selection Problems in Hashing

• Published in: 2013 IEEE Conference on Computer Vision and Pattern Recognition pp. 1570 - 1577
• Main Authors: Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2013
• Subjects: Computer vision; Conferences; hash bit selection; locality sensitive hashing; nearest neighbor search; normalized dominant set; Pattern recognition

Recent years have witnessed the active development of hashing techniques for nearest neighbor search over big datasets. However, to apply hashing techniques successfully, there are several important issues remaining open in selecting features, hashing algorithms, parameter settings, kernels, etc. In...