Learning Motion Patterns in Videos

The problem of determining whether an object is in motion, irrespective of camera motion, is far from being solved. We address this challenging task by learning motion patterns in videos... (read more)

PDF Abstract CVPR 2017 PDF CVPR 2017 Abstract
No code implementations yet. Submit your code now

Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
RESULT BENCHMARK
Unsupervised Video Object Segmentation DAVIS 2016 LMP Jaccard (Mean) 70.0 # 18
Jaccard (Recall) 85.0 # 16
Jaccard (Decay) 1.3 # 17
F-measure (Mean) 65.9 # 17
F-measure (Recall) 79.2 # 16
F-measure (Decay) 2.5 # 9
J&F 67.95 # 17

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