Keyword

sparse representation classification

Description: A classification method that represents an input as a sparse combination of labeled training samples and uses the representation to assign a class.

Primary topic: Face and Expression Recognition (47%)

OpenAlex ID: keywords/sparse-representation-based-classification

Sparse representation or collaborative representation: Which helps face recognition?

2011 · Lei Zhang, Meng Yang, et al. · International Conference on Computer Vision · 2,002

Maximum Correntropy Criterion for Robust Face Recognition

2010 · Ran He, Wei-Shi Zheng, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 669

Robust sparse coding for face recognition

2011 · Meng Yang, Lei Zhang, et al. · 595

Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary

2012 · Weihong Deng, Jiani Hu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 557

Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary

2010 · Meng Yang, Lei Zhang · Lecture notes in computer science · 441

An up-to-date comparison of state-of-the-art classification algorithms

2017 · Chongsheng Zhang, Changchang Liu, et al. · Expert Systems with Applications · 438

Metaface learning for sparse representation based face recognition

2010 · Meng Yang, Lei Zhang, et al. · Proceedings - International Conference on Image Processing · 334

Partial Person Re-Identification

2015 · Wei-Shi Zheng, Xiang Li, et al. · IEEE International Conference on Computer Vision (ICCV) · 321

Ensemble sparse classification of Alzheimer's disease

2012 · Manhua Liu, Daoqiang Zhang, et al. · NeuroImage · 313

Leaf image based cucumber disease recognition using sparse representation classification

2017 · Shanwen Zhang, Xiaowei Wu, et al. · Computers and Electronics in Agriculture · 292

Regularized Robust Coding for Face Recognition

2012 · Meng Yang, Lei Zhang, et al. · IEEE Transactions on Image Processing · 266

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Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples

2017 · Yuan Gao, Jiayi Ma, et al. · IEEE Transactions on Image Processing · 254

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Multi-View Automatic Target Recognition using Joint Sparse Representation

2012 · Haichao Zhang, Nasser M. Nasrabadi, et al. · IEEE Transactions on Aerospace and Electronic Systems · 248

Robust Face Recognition via Adaptive Sparse Representation

2014 · Jing Wang, Canyi Lu, et al. · IEEE Transactions on Cybernetics · 235

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Regularized Robust Coding for Face Recognition

2013 · Meng Yang, Lei Zhang, et al. · 225

Extreme learning machine and adaptive sparse representation for image classification

2016 · Jiuwen Cao, Kai Zhang, et al. · Neural Networks · 222

Low-rank matrix recovery with structural incoherence for robust face recognition

2012 · Chih-Fan Chen, Chia-Po Wei, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 222

Face recognition via Weighted Sparse Representation

2012 · Can-Yi Lu, Hai Min, et al. · Journal of Visual Communication and Image Representation · 221

Sparse Representation-Based Open Set Recognition

2016 · He Zhang, Vishal M. Patel · IEEE Transactions on Pattern Analysis and Machine Intelligence · 218

Single Sample Face Recognition via Learning Deep Supervised Autoencoders

2015 · Shenghua Gao, Yuting Zhang, et al. · IEEE Transactions on Information Forensics and Security · 214

Collaborative Representation based Classification for Face Recognition

2012 · Zhang, Lei, Yang, Meng, et al. · arXiv (Cornell University) · 203

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Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition

2013 · Jian Yang, Delin Chu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 197

Beyond sparsity: The role of L1-optimizer in pattern classification

2011 · Jian Yang, Jian Yang, et al. · Pattern Recognition · 184

Heterogeneous Face Recognition: Matching NIR to Visible Light Images

2010 · Brendan Klare, Anil K. Jain · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 182

Robust face recognition via occlusion dictionary learning

2013 · Weihua Ou, Xinge You, et al. · Pattern Recognition · 180

Works count: 1,524

Citation count: 28,720