Hierarchical Discriminative Deep Dictionary Learning
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DOI: 10.1109/access.2020.3008841
Abstract: In deep dictionary learning multiple dictionaries are learned based on information at various levels of abstraction. We propose a novel hierarchical discriminative dictionary learning layer embedded within a neural network with an image classification objective.… read more here.
Keywords: hierarchical discriminative; deep dictionary; dictionary learning; discriminative deep ... See more keywords
Adaptive Discriminative Deep Correlation Filter for Visual Object Tracking
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2018.2888492
Abstract: Correlation filter trackers building on deep convolution neural networks (CNNs) contribute efficient visual object trackers but remain challenged with severe target appearance variations. The reason for this is that CNNs trained for image classification tasks… read more here.
Keywords: correlation filter; visual object; adaptive discriminative; correlation ... See more keywords