Perceptual modeling in the problem of active object recognition in visual scenes

作者:

Highlights:

• Perceptual model that incorporates visual attention to the problem of active object recognition.

• Modeling of foveal and peripheral pathways in retina.

• Saliency-based non-uniform feature sampling in a variable-resolution space.

• Saliency-sensitive Coding of features.

• Saliency-based Pooling of features.

摘要

Highlights•Perceptual model that incorporates visual attention to the problem of active object recognition.•Modeling of foveal and peripheral pathways in retina.•Saliency-based non-uniform feature sampling in a variable-resolution space.•Saliency-sensitive Coding of features.•Saliency-based Pooling of features.

论文关键词:Perceptual modeling,Visual saliency,Active object recognition,Foveal and peripheral pathways

论文评审过程:Received 27 March 2015, Revised 19 January 2016, Accepted 4 March 2016, Available online 15 March 2016, Version of Record 12 April 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2016.03.007