Jointly learning deep features, deformable parts, occlusion and classification for pedestrian detection.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
Feature extraction, deformation handling, occlusion handling, and classification are four important components in pedestrian detection. Existing methods learn or design these components either individually or sequentially. The interaction among these components is not yet well explored. This paper proposes that they should be jointly learned in order to maximize their strengths through cooperation...
更多查看译文
关键词
Feature extraction,Deformable models,Image edge detection,Support vector machines,Image color analysis,Pattern analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络