Primary Object Segmentation in Videos Based on Region Augmentation and Reduction

A novel algorithm to segment a primary object in a video sequence is proposed in this work. First, we generate candidate regions for the primary object using both color and motion edges... (read more)

PDF Abstract
No code implementations yet. Submit your code now

Datasets


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Unsupervised Video Object Segmentation DAVIS 2016 ARP Jaccard (Mean) 76.2 # 15
Jaccard (Recall) 91.1 # 9
Jaccard (Decay) 7.0 # 4
F-measure (Mean) 70.6 # 15
F-measure (Recall) 83.5 # 14
F-measure (Decay) 7.9 # 20
J&F 73.4 # 15

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet