1. A comparison of feature description algorithms.
- Author
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Hu, Jinlong, Peng, Xianrong, and Fu, Chengyu
- Subjects
- *
FEATURE extraction , *COMPARATIVE studies , *ALGORITHMS , *QUANTITATIVE research , *PERFORMANCE evaluation - Abstract
This paper reviews and evaluates several state-of-the-art feature description algorithms. The components of each feature description method are analyzed and their applications in dealing with specific challenges are identified. In the paper, we compare state-of-the-art feature description methods including the SIFT, DAISY, HRI-CSLTP, LIOP, MROGH and MRRID with specific measurement regulation. The quantitative comparative results demonstrate these algorithms’ applications in different scenes, which provide a certain guide for designing novel feature description algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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