Sparse Representation for Color Image Restoration
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Items 301–400 of 1,000
- Gradient-based learning of higher-order image featuresRoland Memisevic · 2011 · IEEE/CVF International Conference on Computer Vision (ICCV)
- SAR Image Filtering Via Learned Dictionaries and Sparse RepresentationsSamuel Foucher · 2008 · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
- A Local Block Coordinate Descent Algorithm for the CSC ModelEv Zisselman, Jeremias Sulam, Michael Elad · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Towards robust deconvolution of low-dose perfusion CT: Sparse perfusion deconvolution using online dictionary learningRuogu Fang, Tsuhan Chen, Pina C. Sanelli · 2013 · Medical Image Analysis
- Multiview Supervised Dictionary Learning in Speech Emotion RecognitionMehrdad J. Gangeh, Pouria Fewzee, Ali Ghodsi, Mohamed S. Kamel, Fakhri Karray · 2014 · IEEE/ACM Transactions on Audio Speech and Language Processing
- Sparse coding and classifier ensemble based multi-instance learning for image categorizationSong Xiang-fa, Licheng Jiao, Shuyuan Yang, Xiangrong Zhang, Fanhua Shang · 2012 · Signal Processing
- Color-Direction Patch-Sparsity-Based Image Inpainting Using Multidirection FeaturesZhidan Li, Hongjie He, Heng‐Ming Tai, Zhongke Yin, Fan Chen · 2014 · IEEE Transactions on Image Processing
- Noise suppression in low-light images through joint denoising and demosaicingPriyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita · 2011
- Fully Convolutional Network with Multi-Step Reinforcement Learning for Image ProcessingRyosuke Furuta, Naoto Inoue, Toshihiko Yamasaki · 2019 · Proceedings of the AAAI Conference on Artificial Intelligence
- Statistics for optimal point prediction in natural imagesWilson S. Geisler, J. S. Perry · 2011 · Journal of Vision
- Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with boundsHarold Christopher Burger, Christian J. Schuler, Stefan Harmeling B · 2012 · arXiv (Cornell University)
- Quaternion-Based Bilinear Factor Matrix Norm Minimization for Color Image InpaintingJifei Miao, Kit Ian Kou · 2020 · IEEE Transactions on Signal Processing
- A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor CompletionXiongjun Zhang, Michael K. Ng · 2019 · SIAM Journal on Imaging Sciences
- Image Similarity Using Sparse Representation and Compression DistanceTanaya Guha, Rabab Kreidieh Ward · 2014 · IEEE Transactions on Multimedia
- An Implementation and Detailed Analysis of the K-SVD Image Denoising AlgorithmMarc Lebrun, Arthur Leclaire · 2012 · Image Processing On Line
- Sparse Coding From a Bayesian PerspectiveXiaoqiang Lu, Yulong Wang, Yuan Yuan · 2013 · IEEE Transactions on Neural Networks and Learning Systems
- Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal SimilarityRuiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma, Feng Wu, Wen Gao · 2016 · IEEE Transactions on Image Processing
- Non‐Local Image Inpainting Using Low‐Rank Matrix CompletionWei Li, Lei Zhao, Zhijie Lin, Duanqing Xu, Dongming Lu · 2014 · Computer Graphics Forum
- Learning Analysis Sparsity PriorsGabriel Peyré A, Jalal M. Fadili · 2010 · Base Institutionnelle de Recherche de l'université Paris-Dauphine (BIRD) (University Paris-Dauphine)
- Tensor-based dictionary learning for dynamic tomographic reconstructionShengqi Tan, Yanbo Zhang, Ge Wang, Xuanqin Mou, Guohua Cao, Zhifang Wu, Hengyong Yu · 2015 · Physics in Medicine and Biology
- Discriminative Bayesian Dictionary Learning for ClassificationNaveed Akhtar, Faisal Shafait B, Ajmal Saeed Mian · 2016 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Hyperspectral image classification via kernel sparse representationYi Chen, Nasser M. Nasrabadi, Trac Duy Tran · 2011 · Proceedings - International Conference on Image Processing
- Shift & 2D Rotation Invariant Sparse Coding for Multivariate SignalsQuentin Barthélemy, Anthony Larue, Aurélien Mayoue, David Mercier, Jérôme Igor Mars · 2012 · IEEE Transactions on Signal Processing
- Weighted low rank approximations with provable guaranteesIlya Razenshteyn, Zhao Song, David Paul Woodruff · 2016 · ACM Symposium on Theory of Computing (STOC)
- Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries in Wavelet DomainHuibin Li, Feng Liu · 2009 · International Conference on Image and Graphics
- Learning overcomplete sparsifying transforms for signal processingSaiprasad Ravishankar, Yoram Bresler · 2013 · IEEE International Conference on Acoustics Speech and Signal Processing
- Affine Non-Local Means Image DenoisingVadim Fedorov, Coloma Ballester · 2017 · IEEE Transactions on Image Processing
- Removal of impulse noise in color images based on convolutional neural networkWenhua Zhang, Lianghai Jin, Enmin Song, Xiangyang Xu · 2019 · Applied Soft Computing
- A Review of Adaptive Image RepresentationsGabriel Peyré A · 2011 · IEEE Journal of Selected Topics in Signal Processing
- Stagewise K-SVD to Design Efficient Dictionaries for Sparse RepresentationsCristian Rusu, Bogdan Dumitrescu · 2012 · IEEE Signal Processing Letters
- Multi-Document Summarization Based on Two-Level Sparse Representation ModelHe Liu, Hongliang Yu, Zhihong Deng · 2015 · Proceedings of the AAAI Conference on Artificial Intelligence
- Noises and Image Denoising Techniques: A Brief SurveyChandrika Saxena, Deepak Kourav · 2014
- Deep convolutional networks with residual learning for accurate spectral-spatial denoisingWeiying Xie, Yunsong Li, Xiuping Jia · 2018 · Neurocomputing
- Image inpainting based on sparse representations with a perceptual metricTakahiro Ogawa, Miki Haseyama · 2013 · EURASIP Journal on Advances in Signal Processing
- An MDL Framework for Sparse Coding and Dictionary LearningIgnacio Ramírez, Guillermo Sapiro · 2012 · IEEE Transactions on Signal Processing
- Sparse Modeling in Quantum Many-Body ProblemsJunya Otsuki, Masayuki Ohzeki, Hiroshi Shinaoka, Kazuyoshi Yoshimi · 2019 · Journal of the Physical Society of Japan
- Sparse representations for limited data tomographyHstau Y. Liao, Guillermo Sapiro · 2008 · IEEE International Symposium on Biomedical Imaging (ISBI)
- Fusing multi-scale information in convolution network for MR image super-resolution reconstructionLiu, Chang, Wu, Xi, Yu, Xi, Tang, YuanYan, Zhang, Jian, Zhou, JiLiu · 2018 · BioMedical Engineering OnLine
- Screen Content Image Segmentation Using Robust Regression and Sparse DecompositionShervin Minaee, Yao Wang · 2016 · IEEE Journal on Emerging and Selected Topics in Circuits and Systems
- Deep Memory-Augmented Proximal Unrolling Network for Compressive SensingJiechong Song, Bin Chen, Jian Zhang · 2023 · International Journal of Computer Vision
- Image Denoising With Edge-Preserving and Segmentation Based on Mask NHAFumitaka Hosotani, Yuya Inuzuka, Masaya Hasegawa, Shigeki Hirobayashi, Tadanobu Misawa · 2015 · IEEE Transactions on Image Processing
- Multi-modal registration for correlative microscopy using image analogiesTian Cao, Christopher Zach, Shannon Modla, Debbie Powell, Kirk J. Czymmek, Marc Niethammer · 2013 · Medical Image Analysis
- Supervised Sparse Analysis and Synthesis OperatorsPablo Sprechmann, Roee Litman, Tal Ben Yakar, Alexander M. Bronstein, Guillermo Sapiro · 2013 · neural information processing systems
- Matching Pursuit LASSO Part I: Sparse Recovery Over Big DictionaryMingkui Tan, Ivor Wai-Hung Tsang, Li Wang · 2014 · IEEE Transactions on Signal Processing
- A modified convolutional neural network for face sketch synthesisLicheng Jiao, Sibo Zhang, Lingling Li, Fang Liu, Wenping Ma · 2017 · Pattern Recognition
- Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video DenoisingWeisheng Dong, Tao Huang, Guangming Shi, Yi Ma, Xin Li · 2018 · IEEE Journal of Selected Topics in Signal Processing
- Quaternion-Based Dictionary Learning and Saturation-Value Total Variation Regularization for Color Image RestorationChaoyan Huang, Michael K. Ng, Tingting Wu, Tieyong Zeng · 2021 · IEEE Transactions on Multimedia
- Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial BranchesXin Lin, Chao Ren, Xiao Liu, Jie Huang, Yinjie Lei · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Low Rank Representation on Grassmann ManifoldsBoyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin · 2015 · Lecture notes in computer science
- Meaningful Matches in StereovisionN. Sabater, Andrés Almansa, Jean‐Michel Morel · 2011 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Robust Image Analysis With Sparse Representation on Quantized Visual FeaturesBing‐Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan · 2012 · IEEE Transactions on Image Processing
- Sparse Representation Based Image Quality Index with Adaptive Sub-DictionariesLeida Li, Hao Cai, Yabin Zhang, Weisi Lin, Alex Chichung Kot, Xingming Sun · 2016 · IEEE Transactions on Image Processing
- Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structureXiaxia Yu, Irene T. Weber, Robert W. Harrison · 2014 · BMC Genomics
- SAR Image Classification via Hierarchical Sparse Representation and Multisize Patch FeaturesBiao Hou, Bo Ren, Guilin Ju, Huiyan Li, Licheng Jiao, Jin Kao Zhao · 2015 · IEEE Geoscience and Remote Sensing Letters
- Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse ProblemsSaiprasad Ravishankar, Raj Rao Nadakuditi, Jeffrey A. Fessler · 2017 · IEEE Transactions on Computational Imaging
- A novel patch matching algorithm for exemplar-based image inpaintingQian Fan, Lifeng Zhang · 2017 · Multimedia Tools and Applications
- Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion ApproachJordi Solé‐Casals, Cesar Federico Caiafa, Qibin Zhao, Andrzej S Cichocki · 2018 · Cognitive Computation
- Combing modified Grabcut, K-means clustering and sparse representation classification for weed recognition in wheat fieldShanwen Zhang, Wenzhun Huang, Zuliang Wang · 2021 · Neurocomputing
- Texture classification via patch-based sparse texton learningJin Xie, Lei Zhang A, Jane You, David D. Zhang · 2010 · Proceedings - International Conference on Image Processing
- Joint seismic data denoising and interpolation with double-sparsity dictionary learningLingchen Zhu, Entao Liu, James H. McClellan · 2017 · Journal of Geophysics and Engineering
- A review of sparsity-based clustering methodsYigit Oktar, Mehmet Türkan · 2018 · Signal Processing
- FRIST—flipping and rotation invariant sparsifying transform learning and applicationsBihan Wen, Saiprasad Ravishankar, Yoram Bresler · 2017 · Inverse Problems
- A Compressive Sensing Approach to Describe Indoor Scenes for Blind PeopleMohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan · 2014 · IEEE Transactions on Circuits and Systems for Video Technology
- Locality Constrained Dictionary Learning for Nonlinear Dimensionality ReductionYin Zhou, Kenneth E. Barner · 2013 · IEEE Signal Processing Letters
- Group-Based K-SVD Denoising for Bearing Fault DiagnosisMing Zeng, Weimin Zhang, Zhen Chen · 2019 · IEEE Sensors Journal
- The noise clinic: A universal blind denoising algorithmMarc Lebrun, Miguel Colom, Jean‐Michel Morel · 2014 · Proceedings - International Conference on Image Processing
- Optical flow estimation using learned sparse modelK. Jia, Xiaogang Wang, Xia-Oou Tang · 2011 · Vision
- Adaptive Inpainting Algorithm Based on DCT Induced Wavelet RegularizationYan-Ran Li, Lixin Shen, Bruce W. Suter · 2012 · IEEE Transactions on Image Processing
- Low Cost Edge Sensing for High Quality DemosaickingYan Niu, Jihong Ouyang, Wanli Zuo, Fuxin Wang · 2018 · IEEE Transactions on Image Processing
- Deep learning-based solvability of underdetermined inverse problems in medical imagingChang Min Hyun, Seong Hyeon Baek, Mingyu Lee, Sung Min Lee, Jin Keun Seo · 2021 · Medical Image Analysis
- Multiplicative noise removal via sparse and redundant representations over learned dictionaries and total variationYan Hao, Xiangchu Feng, Jianlou Xu · 2011 · Signal Processing
- Sparse embedded dictionary learning on face recognitionYefei Chen, Jianbo Su · 2016 · Pattern Recognition
- Analysis Dictionary Learning Based Classification: Structure for RobustnessWen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai · 2019 · IEEE Transactions on Image Processing
- Ada-LISTA: Learned Solvers Adaptive to Varying ModelsAviad Aberdam, Alona Golts, Michael Elad · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Self-similarity-based image denoisingAntoni Buades, B. Coll, Jean‐Michel Morel · 2011 · Communications of the ACM
- Hierarchical Patch-Based Sparse Representation—A New Approach for Resolution Enhancement of 4D-CT Lung DataYu Zhang, Guorong Wu A, Pew‐Thian Yap, Qianjin Feng, Jun Lian, Wufan Chen, Dinggang G. Shen · 2012 · IEEE Transactions on Medical Imaging
- VIDOSAT: High-Dimensional Sparsifying Transform Learning for Online Video DenoisingBihan Wen, Saiprasad Ravishankar, Yoram Bresler · 2018 · IEEE Transactions on Image Processing
- Multi-Direction Dictionary Learning Based Depth Map Super-Resolution With Autoregressive ModelingJin Wang, Wei Xu, Jian-feng Cai A, Qing Xin Zhu, Yunhui Shi, Baocai Yin · 2019 · IEEE Transactions on Multimedia
- Hyperspectral video restoration using optical flow and sparse codingAjmal Saeed Mian, Richard I. Hartley · 2012 · Optics Express
- The New Generation Brain-Inspired Sparse Learning: A Comprehensive SurveyLicheng Jiao, Yuting Yang, Fang Liu, Shuyuan Yang, Biao Hou · 2022 · IEEE Transactions on Artificial Intelligence
- On the Minimax Risk of Dictionary LearningAlexander Jung, Yonina C. Eldar, N. Görtz · 2016 · IEEE Transactions on Information Theory
- Image reconstruction algorithm from compressed sensing measurements by dictionary learningYanfei Shen, Jintao Li, Zhenmin Zhu, Wei Cao, Yun Song · 2014 · Neurocomputing
- ℓ1-K-SVD: A robust dictionary learning algorithm with simultaneous updateSubhadip Mukherjee, Rupam Basu, Chandra Sekhar Seelamantula · 2015 · Signal Processing
- A Sparse Dictionary Learning-Based Adaptive Patch Inpainting Method for Thick Clouds Removal from High-Spatial Resolution Remote Sensing ImageryMeng Fan, Xiaomei Yang, Chenghu Zhou, Zhi Li · 2017 · Sensors
- Classification of multiple sclerosis lesions using adaptive dictionary learningHrishikesh Deshpande, Pierre Maurel, Christian Barillot · 2015 · Computerized Medical Imaging and Graphics
- Characterization of task-free and task-performance brain states via functional connectome patternsXin Zhang, Lei Guo, Xiang Li, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Changfeng Jin, Qun Chao Zhao et al. · 2013 · Medical Image Analysis
- A global and local feature weighted method for ancient murals inpaintingHuan Wang, Qingquan Li, Sen Jia · 2019 · International Journal of Machine Learning and Cybernetics
- The high‐resolution seismic deconvolution method based on joint sparse representation using logging–seismic dataYaojun Wang, Guiqian Zhang, Haishan Li, Wuyang Yang, Wanli Wang · 2022 · Geophysical Prospecting
- Image Deblurring with Coupled Dictionary LearningShiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang · 2014 · International Journal of Computer Vision
- Fast sparse representation with prototypesJia‐Bin Huang, Ming–Hsuan Yang · 2010 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Exemplar-Based Image Inpainting Using Color Distribution AnalysisQing Zhang, Jianjun Lin · 2012
- Sparsity-Based Color Image Super Resolution via Exploiting Cross Channel ConstraintsHojjat Seyed Mousavi, Vishal Monga · 2017 · IEEE Transactions on Image Processing
- Image Denoising via Low Rank Regularization Exploiting Intra and Inter Patch CorrelationHangfan Liu, Ruiqin Xiong, Dong Liu, Siwei Ma, Feng Wu, Wen Gao · 2017 · IEEE Transactions on Circuits and Systems for Video Technology
- Joint Sparse Representation Model for Multi-Channel Image Based on Reduced Geometric AlgebraMiaomiao Shen, Rui Wang, Wenming Cao · 2018 · IEEE Access
- Inpainting of Dunhuang Murals by Sparsely Modeling the Texture Similarity and Structure ContinuityHuan Wang, Qingquan Li, Qin Zou · 2019 · Journal on Computing and Cultural Heritage
- Sparse coding for machine learning, image processing and computer visionJulien Mairal · 2010 · theses.fr (ABES)
- Reconstruction techniques for improving the perceptual quality of binary masked speechDonald S. Williamson, Yuxuan Wang, DeLiang Wang · 2014 · The Journal of the Acoustical Society of America
- Noise-robust semi-supervised learning via fast sparse codingZhiwu Lu, Liwei Wang · 2014 · Pattern Recognition
- Non-local dual image denoisingNicola Pierazzo, Marc Lebrun, Martín Rais, Jean‐Michel Morel, Gabriele Facciolo · 2014 · Proceedings - International Conference on Image Processing
- Convergence analysis for iterative data-driven tight frame construction schemeChenglong Bao, Hui Ji, Zuowei Shen · 2014 · Applied and Computational Harmonic Analysis