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What is: ASLFeat?

SourceASLFeat: Learning Local Features of Accurate Shape and Localization
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

ASLFeat is a convolutional neural network for learning local features that uses deformable convolutional networks to densely estimate and apply local transformation. It also takes advantage of the inherent feature hierarchy to restore spatial resolution and low-level details for accurate keypoint localization. Finally, it uses a peakiness measurement to relate feature responses and derive more indicative detection scores.