Search Results - "Skretting, K."
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1
Assessment of sparse-based inpainting for retinal vessel removal
Published in Signal processing. Image communication (01-11-2017)“…Some important eye diseases, like macular degeneration or diabetic retinopathy, can induce changes visible on the retina, for example as lesions. Segmentation…”
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Journal Article -
2
Recursive Least Squares Dictionary Learning Algorithm
Published in IEEE transactions on signal processing (01-04-2010)“…We present the recursive least squares dictionary learning algorithm, RLS-DLA, which can be used for learning overcomplete dictionaries for sparse signal…”
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Journal Article -
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Design of signal expansions for sparse representation
Published in 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) (2000)“…Traditional signal decompositions generate signal expansions using the analysis-synthesis setting: the expansion coefficients are found by taking the inner…”
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Conference Proceeding -
4
General design algorithm for sparse frame expansions
Published in Signal processing (2006)“…Signal expansions using frames may be considered as generalizations of signal representations based on transforms and filter banks. Frames, or dictionaries,…”
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Journal Article -
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A simple design of sparse signal representations using overlapping frames
“…The use of frames and matching pursuits for signal representation are receiving increased attention due to their perceived potential in various signal…”
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Conference Proceeding -
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Optimized signal expansions for sparse representation
Published in IEEE transactions on signal processing (01-05-2001)“…Traditional signal decompositions such as transforms, filterbanks, and wavelets generate signal expansions using the analysis-synthesis setting: the expansion…”
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Journal Article -
7
ECG compression using signal dependent frames and matching pursuit
Published in Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005 (2005)“…This paper describes a general design method for signal dependent frames, or over-complete dictionaries. The design method is developed for block-oriented…”
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Conference Proceeding -
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Denoising of images using designed signal dependent frames and matching pursuit
Published in Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005 (2005)“…The use of frames, or over-complete dictionaries, for sparse signal representation has been given considerable attention in recent years. The major challenges…”
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Conference Proceeding -
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Design of general block oriented expansions for efficient signal representation
Published in 1999 IEEE International Symposium on Circuits and Systems (ISCAS) (1999)“…The reconstruction stage of ordinary transform coders performs a linear combination of the columns of the inverse transform matrix in proportion given by the…”
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Conference Proceeding