A perceptually based spatio-temporal computational framework for visual saliency estimation

作者:

Highlights:

• Spatio-temporal computational framework based on psychological evidences.

• Spatio-temporal and static energies by using the same multiscale 3D Gabor filterbank.

• Motion information in different scales for both luminance and color stream modalities.

• A new movie database with eye-tracking annotation.

• Significant improvements on spatio-temporal saliency estimation.

摘要

Highlights•Spatio-temporal computational framework based on psychological evidences.•Spatio-temporal and static energies by using the same multiscale 3D Gabor filterbank.•Motion information in different scales for both luminance and color stream modalities.•A new movie database with eye-tracking annotation.•Significant improvements on spatio-temporal saliency estimation.

论文关键词:Spatio-temporal visual frontend,3D Gabor filters,LAB color space,Visual saliency,Eye-tracking database

论文评审过程:Available online 20 August 2015, Version of Record 18 November 2015.

论文官网地址:https://doi.org/10.1016/j.image.2015.08.004