S-CNN : subcategory-aware convolutional networks for object detection

• Main Authors: Chen, Tao, Lu, Shijian, Fan, Jiayuan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Subcategory; Object Detection
• Online Access: https://hdl.handle.net/10356/139870
• Institution: Nanyang Technological University

The marriage between the deep convolutional neural network (CNN) and region proposals has made breakthroughs for object detection in recent years. While the discriminative object features are learned via a deep CNN for classification, the large intra-class variation and deformation still limit the p...