Fully Connected Object Proposals for Video Segmentation

ICCV 2015 Federico PerazziOliver WangMarkus GrossAlexander Sorkine-Hornung

We present a novel approach to video segmentation using multiple object proposals. The problem is formulated as a minimization of a novel energy function defined over a fully connected graph of object proposals... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Semi-Supervised Video Object Segmentation DAVIS 2016 FCP Jaccard (Mean) 58.4 # 31
Jaccard (Recall) 71.5 # 28
Jaccard (Decay) -2.0 # 30
F-measure (Mean) 49.2 # 31
F-measure (Recall) 49.5 # 29
F-measure (Decay) -1.1 # 1
J&F 53.8 # 32

Methods used in the Paper


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