CoupleNet: Coupling Global Structure with Local Parts for Object Detection

ICCV 2017 Yousong ZhuChaoyang ZhaoJinqiao WangXu ZhaoYi WuHanqing Lu

The region-based Convolutional Neural Network (CNN) detectors such as Faster R-CNN or R-FCN have already shown promising results for object detection by combining the region proposal subnetwork and the classification subnetwork together. Although R-FCN has achieved higher detection speed while keeping the detection performance, the global structure information is ignored by the position-sensitive score maps... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Object Detection PASCAL VOC 2007 CoupleNet MAP 82.7% # 4