Fast and Accurate Online Video Object Segmentation via Tracking Parts

基于视频的目标检测算法研究..

PDF Abstract CVPR 2018 PDF CVPR 2018 Abstract
Task Dataset Model Metric Name Metric Value Global Rank Result Benchmark
Semi-Supervised Video Object Segmentation DAVIS 2016 FAVOS Jaccard (Mean) 82.4 # 24
Jaccard (Recall) 96.5 # 10
Jaccard (Decay) 4.5 # 30
F-measure (Mean) 79.5 # 29
F-measure (Recall) 89.4 # 20
F-measure (Decay) 5.5 # 9
J&F 80.95 # 27
Semi-Supervised Video Object Segmentation DAVIS 2017 (test-dev) FAVOS J&F 43.6 # 27
Jaccard (Mean) 42.9 # 27
Jaccard (Recall) 48.1 # 20
Jaccard (Decay) 18.1 # 6
F-measure (Mean) 44.2 # 28
F-measure (Recall) 51.1 # 20
F-measure (Decay) 19.8 # 8
Semi-Supervised Video Object Segmentation DAVIS 2017 (val) FAVOS Jaccard (Mean) 54.6 # 31
Jaccard (Recall) 61.1 # 21
Jaccard (Decay) 14.1 # 9
F-measure (Mean) 61.8 # 31
F-measure (Recall) 72.3 # 19
F-measure (Decay) 18.0 # 8
J&F 58.2 # 31

Methods


No methods listed for this paper. Add relevant methods here