A comparison of feature description algorithms

作者：Hu Jinlong^*; Peng Xianrong; Fu Chengyu

来源：Optik, 2015, 126(2): 274-278.

DOI：10.1016/j.ijleo.2014.08.166

• Feature description
• Performance evaluation
• Algorithm analysis

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.

• 出版日期2015
• 单位中国科学院光电技术研究所; 中国科学院大学