Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition

Rishi Madhok
Rishi Madhok

2019 IEEE Winter Conference on Applications of Computer Vision (WACV), Volume abs/1808.07507, 2019.

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Task analysisTrainingOptical imagingVisualizationTrackingMore(2+)

Abstract:

We propose a self-supervised learning method to jointly reason about spatial and temporal context for video recognition. Recent self-supervised approaches have used spatial context [9, 34] as well as temporal coherency [32] but a combination of the two requires extensive preprocessing such as tracking objects through millions of video fra...More

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