Spectral attribute learning for visual regression

作者：

Highlights：

• Spectral attributes avoid manually-engineered attribute construction.

• Spectral attributes handle multiple correlated regression outputs.

• Spectral attributes achieve state-of-the-art performance on various benchmarks.

摘要

Highlights•Spectral attributes avoid manually-engineered attribute construction.•Spectral attributes handle multiple correlated regression outputs.•Spectral attributes achieve state-of-the-art performance on various benchmarks.

论文关键词：Facial age estimation,Crowd counting,Head pose estimation,Spectral learning,Attributes,Regression

论文评审过程：Received 15 July 2016, Revised 10 December 2016, Accepted 6 January 2017, Available online 13 January 2017, Version of Record 12 March 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.01.009