Incremental Nonnegative Matrix Factorization with Sparseness Constraint for Image Representation

Advances in Multimedia Information Processing – PCM 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00767-6_33 ◽

2018 ◽

pp. 351-360

Author(s):

Jing Sun ◽

Zhihui Wang ◽

Haojie Li ◽

Fuming Sun

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Transfer Nonnegative Matrix Factorization for Image Representation

MultiMedia Modeling - Lecture Notes in Computer Science ◽

10.1007/978-3-319-27674-8_1 ◽

2016 ◽

pp. 3-14 ◽

Author(s):

Tianchun Wang ◽

TengQi Ye ◽

Cathal Gurrin

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Neighbors isometric embedding nonnegative matrix factorization for image representation

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-015-0356-1 ◽

2015 ◽

Vol 28 (2) ◽

pp. 529-547 ◽

Author(s):

Xiaobing Pei ◽

Yuntao Wu

Keyword(s):

Matrix Factorization ◽

Isometric Embedding ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Constrained Nonnegative Matrix Factorization for Image Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2011.217 ◽

2012 ◽

Vol 34 (7) ◽

pp. 1299-1311 ◽

Author(s):

Haifeng Liu ◽

Zhaohui Wu ◽

Deng Cai ◽

Thomas S. Huang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Robust Structured Nonnegative Matrix Factorization for Image Representation

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2691725 ◽

2018 ◽

Vol 29 (5) ◽

pp. 1947-1960 ◽

Author(s):

Zechao Li ◽

Jinhui Tang ◽

Xiaofei He

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation

Signal Processing Image Communication ◽

10.1016/j.image.2021.116589 ◽

2021 ◽

pp. 116589

Author(s):

Huirong Li ◽

Yuelin Gao ◽

Junmin Liu ◽

Jiangshe Zhang ◽

Chao Li

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Graph Regularized Nonnegative Matrix Factorization with Sample Diversity for Image Representation

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2017.10.018 ◽

2018 ◽

Vol 68 ◽

pp. 32-39 ◽

Author(s):

Changpeng Wang ◽

Xueli Song ◽

Jiangshe Zhang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Supervised and Constrained Nonnegative Matrix Factorization with Sparseness for Image Representation

Wireless Personal Communications ◽

10.1007/s11277-018-5325-1 ◽

2018 ◽

Vol 102 (4) ◽

pp. 3055-3066

Author(s):

Xibiao Cai ◽

Fuming Sun

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Robust Nonnegative Matrix Factorization with Discriminability for image representation

2015 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2015.7177401 ◽

2015 ◽

Author(s):

Yuchen Guo ◽

Guiguang Ding ◽

Jile Zhou

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Analyzing ameliorated nonnegative matrix factorization for wood image representation

2009 2nd IEEE International Conference on Computer Science and Information Technology ◽

10.1109/iccsit.2009.5234437 ◽

2009 ◽

Author(s):

Dai-Xian Wu ◽

Si-Yuan Wu ◽

Zhao Zhang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Image Representation ◽

Nonnegative Matrix

Download Full-text

Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

Download Full-text