Region average pooling for context-aware object detection

• المؤلفون الرئيسيون: KUAN, Kingsley, MANEK, Gaurav, LIN, Jie, FANG, Yuan, CHANDRASEKHAR, Vijay
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2017
• الموضوعات: Pooling; CNN; Faster R-CNN; Context; Object Detection; Object Co-occurrence; Databases and Information Systems; Graphics and Human Computer Interfaces
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/4072
• المؤسسة: Singapore Management University

Object detection has been a key task in computer vision with deep convolutional neural networks being a significant performer. We propose a method named Region Average Pooling that leverages object co-occurrence to improve object detection performance. Given regions of interest in an image, our meth...