Motion Trajectory Segmentation via Minimum Cost Multicuts

For the segmentation of moving objects in videos, the analysis of long-term point trajectories has been very popular recently. In this paper, we formulate the segmentation of a video sequence based on point trajectories as a minimum cost multicut problem... (read more)

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Datasets


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Unsupervised Video Object Segmentation DAVIS 2016 CUT Jaccard (Mean) 55.2 # 24
Jaccard (Recall) 57.5 # 23
Jaccard (Decay) 2.2 # 13
F-measure (Mean) 55.2 # 23
F-measure (Recall) 61.0 # 23
F-measure (Decay) 3.4 # 12
J&F 55.2 # 23

Methods used in the Paper


METHOD TYPE
Spectral Clustering
Clustering