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A-Optimal Projection for Image Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016We consider the problem of image representation from the perspective of statistical design. Recent studies have shown that images are possibly sampled from a low dimensional manifold despite of the fact that the ambient space is usually very high dimensional. Learning low dimensional image representations is crucial for many image processing tasks such
Xiaofei He 0001 +3 more
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Discriminative Image Representation for Classification
2014The Bag-of-visual Words (BoW) image representation is a classical method applied for various problems in the fields of multimedia and computer vision. During the process of BoW image representation, one of the core problems is to generate discriminative and descriptive visual words.
Zhize Wu +3 more
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A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation
ACM Computing Surveys, 2023Shuren Qi, Yu-Shu Zhang, Jiantao Zhou
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Quantum image representation: a review
Quantum Machine Intelligence, 2022Marina O. Lisnichenko +1 more
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Image Restoration Using Joint Patch-Group-Based Sparse Representation
IEEE Transactions on Image Processing, 2020Zhiyuan Zha, Xin Yuan, Bihan Wen
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A general framework for image fusion based on multi-scale transform and sparse representation
Information Fusion, 2015Yu Liu, Zengfu Wang
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Image Super-Resolution Via Sparse Representation
IEEE Transactions on Image Processing, 2010John Wright
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Nonlocally Centralized Sparse Representation for Image Restoration
IEEE Transactions on Image Processing, 2013Weisheng Dong, Lei Zhang, Guangming Shi
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