RoI Feature Extractors

Temporal ROIAlign

Introduced by Gong et al. in Temporal RoI Align for Video Object Recognition

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.

Source: Temporal RoI Align for Video Object Recognition

Papers


Paper Code Results Date Stars

Tasks


Components


Component Type
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories