Fast Weighted Histograms for Bilateral Filtering and Nearest Neighbor Searching

• Main Authors: HE, Shengfeng, YANG, Qingxiong, LAU, Rynson W. H., YANG, Ming-Hsuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Bilateral filtering; Edge-preserving smoothing; Locality sensitives; Nearest-neighbor searching; Weighted histogram; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8362; https://ink.library.smu.edu.sg/context/sis_research/article/9365/viewcontent/fast_weight.pdf
• Institution: Singapore Management University

The locality sensitive histogram (LSH) injects spatial information into the local histogram in an efficient manner, and has been demonstrated to be very effective for visual tracking. In this paper, we explore the application of this efficient histogram in two important problems. We first extend the...