Salient object detection with pyramid attention and salient edges

• Main Authors: WANG, Wenguan, ZHAO, Shuyang, SHEN, Jianbing, HOI, Steven C. H., BORJI, Ali
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Image and Video Synthesis; Low-level Vision; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sol_research/3161; https://ink.library.smu.edu.sg/context/sol_research/article/5119/viewcontent/Wang_Salient_Object_Detection_With_Pyramid_Attention_and_Salient_Edges_CVPR_2019_pvoa.pdf
• Institution: Singapore Management University

This paper presents a new method for detecting salient objects in images using convolutional neural networks (CNNs). The proposed network, named PAGE-Net, offers two key contributions. The first is the exploitation of an essential pyramid attention structure for salient object detection. This enable...