NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

Sparse transfer learning for interactive video search reranking

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

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

(2011) Naiyang Guan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Subspaces Indexing Model on Grassmann Manifold for Image Search

(2011) Xinchao Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Complex Object Correspondence Construction in Two-Dimensional Animation

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

Non-Negative Patch Alignment Framework

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

Inexact block coordinate descent methods with application to non-negative matrix factorization

(2011) S. Bonettini   IMA JOURNAL OF NUMERICAL ANALYSIS

Color to Gray: Visual Cue Preservation

(2010) Mingli Song 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

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

(2008) Hyunsoo Kim et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS