Histogram refinement for texture descriptor based image retrieval

作者：

Highlights：

• A general framework for histogram refinement of texture descriptors.

• Improves retrieval performance of texture descriptor based CBIR systems.

• Performance improvement in CBIR validated using 9 texture descriptors.

• Marginal increase in average image retrieval time with 1.2 s in the worst case.

摘要

•A general framework for histogram refinement of texture descriptors.•Improves retrieval performance of texture descriptor based CBIR systems.•Performance improvement in CBIR validated using 9 texture descriptors.•Marginal increase in average image retrieval time with 1.2 s in the worst case.

论文关键词：Histogram refinement,Local binary patterns,Local derivative patterns,Local ternary patterns,Texture descriptors,Content-based image retrieval

论文评审过程：Received 8 June 2016, Revised 29 January 2017, Accepted 30 January 2017, Available online 1 February 2017, Version of Record 15 February 2017.

论文官网地址：https://doi.org/10.1016/j.image.2017.01.010