A novel image retrieval method based on multi-features fusion

作者：

Highlights：

• Micro-structure descriptor is modified to capture more features of an image.

• A new image descriptor is proposed to capture fusion features of an image.

• Similarity between two images is updated with a weighted adjacent structure.

• The proposed method obtains superior performance in content-based image retrieval.

摘要

•Micro-structure descriptor is modified to capture more features of an image.•A new image descriptor is proposed to capture fusion features of an image.•Similarity between two images is updated with a weighted adjacent structure.•The proposed method obtains superior performance in content-based image retrieval.

论文关键词：Image retrieval,Image description,Image comparison,Modified MSD,Uniform LBP histogram,Weighted adjacent structure

论文评审过程：Received 21 September 2019, Revised 8 June 2020, Accepted 8 June 2020, Available online 10 June 2020, Version of Record 20 June 2020.

论文官网地址：https://doi.org/10.1016/j.image.2020.115911