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05/19/2021
End-to-End Unsupervised Document Image Blind Denoising
Removing noise from scanned pages is a vital step before their submissio...
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01/13/2017
Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer
Recent advances in using quantitative ultrasound (QUS) methods have prov...
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04/25/2016
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion
In this paper, a novel semi-supervised dictionary learning and sparse re...
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02/08/2016
Tumour ROI Estimation in Ultrasound Images via Radon Barcodes in Patients with Locally Advanced Breast Cancer
Quantitative ultrasound (QUS) methods provide a promising framework that...
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03/06/2015
On the Invariance of Dictionary Learning and Sparse Representation to Projecting Data to a Discriminative Space
In this paper, it is proved that dictionary learning and sparse represen...
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02/20/2015
Supervised Dictionary Learning and Sparse Representation-A Review
Dictionary learning and sparse representation (DLSR) is a recent and suc...
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07/17/2012
A Two-Stage Combined Classifier in Scale Space Texture Classification
Textures often show multiscale properties and hence multiscale technique...
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07/12/2012
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure
Supervised pixel-based texture classification is usually performed in th...
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07/10/2012