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
Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative Analysis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2018.2789524
Abstract: High-dimensional non-Gaussian data are ubiquitous in many real applications. Face recognition is a typical example of such scenarios. The sampled face images of each person in the original data space are more closely located to… read more here.
Keywords: discriminative analysis; gaussian data; non gaussian; adaptive discriminative ... See more keywords