Integrated Object Detection and Tracking with Tracklet-Conditioned Detection

27 Nov 2018Zheng ZhangDazhi ChengXizhou ZhuStephen LinJifeng Dai

Accurate detection and tracking of objects is vital for effective video understanding. In previous work, the two tasks have been combined in a way that tracking is based heavily on detection, but the detection benefits marginally from the tracking... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Video Object Detection ImageNet VID Tracklet-Conditioned Detection+DCNv2+FGFA MAP 83.5 # 2