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What is: Temporal ROIAlign?

SourceTemporal RoI Align for Video Object Recognition
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Temporal ROI Align is an operator for extracting features from other frames' feature maps for current frame proposals by utilizing feature similarity. Considering the features of the same object instance are highly similar among frames in a video, the proposed operator implicitly extracts the most similar ROI features from support frames feature map for target frame proposals based on feature similarity.