Lightweight salient object detection in optical remote-sensing images via semantic matching and edge alignment

• Main Authors: Li, Gongyang, Liu, Zhi, Zhang, Xinpeng, Lin, Weisi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Edge Alignment; Lightweight Salient Object Detection
• Online Access: https://hdl.handle.net/10356/172257
• Institution: Nanyang Technological University

Recently, relying on convolutional neural networks (CNNs), many methods for salient object detection in optical remote sensing images (ORSI-SOD) are proposed. However, most methods ignore the huge parameters and computational cost brought by CNNs, and only a few pay attention to the portability a...