RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor

作者:

Highlights:

• A new rotation- and scale-invariant line-based color-aware descriptor is introduced.

• The descriptor captures both local (texture, color) and global (inter-line spatial) information.

• Experiments show that proposed descriptor is robust to rotation, scale, and illumination.

• The descriptor is compared to the well-known descriptors.

• The proposed descriptor is more accurate on matching line-rich objects such as faces.

摘要

•A new rotation- and scale-invariant line-based color-aware descriptor is introduced.•The descriptor captures both local (texture, color) and global (inter-line spatial) information.•Experiments show that proposed descriptor is robust to rotation, scale, and illumination.•The descriptor is compared to the well-known descriptors.•The proposed descriptor is more accurate on matching line-rich objects such as faces.

论文关键词:Image descriptor,Local features,Spatial features,Rotation invariance,Scale invariance,Color aware

论文评审过程:Received 26 August 2014, Revised 29 April 2015, Accepted 29 June 2015, Available online 15 July 2015, Version of Record 7 August 2015.

论文官网地址:https://doi.org/10.1016/j.imavis.2015.06.010