An automatic feature construction method for salient object detection: A genetic programming approach
作者:
Highlights:
• Automatically construct high-level saliency features.
• Provides diversity and decrease search space.
• The constructed high-level saliency features have better generalizability.
• The GP-based constructed features have better interpretability.
• Captures salient regions along with suppressing background regions over the whole image.
摘要
•Automatically construct high-level saliency features.•Provides diversity and decrease search space.•The constructed high-level saliency features have better generalizability.•The GP-based constructed features have better interpretability.•Captures salient regions along with suppressing background regions over the whole image.
论文关键词:Salient object detection,Feature construction,Genetic programming
论文评审过程:Received 5 February 2020, Revised 2 August 2021, Accepted 3 August 2021, Available online 16 August 2021, Version of Record 9 September 2021.
论文官网地址:https://doi.org/10.1016/j.eswa.2021.115726