Y
Yonggang He
Researcher at Huazhong University of Science and Technology
Publications - 4
Citations - 72
Yonggang He is an academic researcher from Huazhong University of Science and Technology. The author has contributed to research in topics: Local binary patterns & Binary pattern. The author has an hindex of 4, co-authored 4 publications receiving 68 citations.
Papers
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Book ChapterDOI
Pyramid-based multi-structure local binary pattern for texture classification
TL;DR: The drawback of conventional LBP operators in describing some textures that has the same small structures but differential large structures is investigated and a multi-structure local binary pattern operator is achieved by executing the LBP method on different layers of image pyramid.
Journal ArticleDOI
Multi-structure local binary patterns for texture classification
TL;DR: The shape of sampling region is changed, an extended LBP operator is got and a multi-structure local binary pattern (Ms-LBP) operator is achieved by executing the extended L BP operator on different layers of an image pyramid.
Proceedings ArticleDOI
Local Binary Pattern histogram based Texton learning for texture classification
Yonggang He,Nong Sang,Rui Huang +2 more
TL;DR: This paper proposes a patch-based texture classification method that takes advantage of both LBP and Texton and outperforms the traditional filtering-based texton methods due to its robustness to orientation and illumination.
Journal ArticleDOI
Multi-ring local binary patterns for rotation invariant texture classification
Yonggang He,Nong Sang +1 more
TL;DR: This paper builds a new framework to extract the binary patterns and proposes a robust texture descriptor: multi-ring local binary pattern (MrLBP), which focuses on the relationship between pixels in a local region and the whole image.