Alternatively Constrained Dictionary Learning For Image Superresolution

Sparse transfer learning for interactive video search reranking

(2012) Xinmei Tian et al.   ACM Transactions on Multimedia Computing Communications and Applications

Ensemble Manifold Regularization

(2012) Bo Geng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

(2012) Naiyang Guan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

(2012) Naiyang Guan et al.   IEEE Transactions on Neural Networks and Learning Systems

DAML: Domain Adaptation Metric Learning

(2011) Bo Geng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

(2011) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Joint Learning for Single-Image Super-Resolution via a Coupled Constraint

(2011) Xinbo Gao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

(2011) Guoshen Yu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Non-Negative Patch Alignment Framework

(2011) Naiyang Guan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Image Super-Resolution Via Sparse Representation

(2010) Jianchao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Graph Regularized Sparse Coding for Image Representation

(2010) Miao Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior

(2010) Kwang In Kim et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Penrose Pixels for Super-Resolution

(2010) M Ben-Ezra et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Geometric Mean for Subspace Selection

(2009) Dacheng Tao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Resolution enhancement based on learning the sparse association of image patches

(2009) Jinjun Wang et al.   PATTERN RECOGNITION LETTERS

An Overview and Performance Evaluation of Classification-Based Least Squares Trained Filters

(2008) Ling Shao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Generalizing the Nonlocal-Means to Super-Resolution Reconstruction

(2008) M. Protter et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING