Fast and Accurate Online Video Object Segmentation via Tracking Parts

CVPR 2018  ·  Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang ·

基于视频的目标检测算法研究

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Task Dataset Model Metric Name Metric Value Global Rank Result Benchmark
Semi-Supervised Video Object Segmentation DAVIS 2016 FAVOS Jaccard (Mean) 82.4 # 57
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Jaccard (Recall) 96.5 # 10
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Jaccard (Decay) 4.5 # 29
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F-measure (Mean) 79.5 # 62
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F-measure (Recall) 89.4 # 19
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F-measure (Decay) 5.5 # 25
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J&F 80.95 # 61
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Semi-Supervised Video Object Segmentation DAVIS 2017 (test-dev) FAVOS J&F 43.6 # 56
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Jaccard (Mean) 42.9 # 56
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Jaccard (Recall) 48.1 # 19
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Jaccard (Decay) 18.1 # 6
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F-measure (Mean) 44.2 # 55
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F-measure (Recall) 51.1 # 19
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F-measure (Decay) 19.8 # 8
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Semi-Supervised Video Object Segmentation DAVIS 2017 (val) FAVOS Jaccard (Mean) 54.6 # 72
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Jaccard (Recall) 61.1 # 24
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Jaccard (Decay) 14.1 # 9
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F-measure (Mean) 61.8 # 72
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F-measure (Recall) 72.3 # 20
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F-measure (Decay) 18.0 # 8
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J&F 58.2 # 74
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