Non-negative matrix factorization: a study on influence of matrix sparseness and subspace distance metrics on image object recognition

Mapping Intimacies ◽

10.1117/12.736960 ◽

2007 ◽

Cited By ~ 1

Author(s):

Ivan Bajla ◽

Daniel Soukup

Keyword(s):

Object Recognition ◽

Matrix Factorization ◽

Distance Metrics ◽

Subspace Distance ◽

Image Object ◽

Non Negative Matrix Factorization

Download Full-text

Non-negative matrix factorization based methods for object recognition

Pattern Recognition Letters ◽

10.1016/j.patrec.2004.02.002 ◽

2004 ◽

Vol 25 (8) ◽

pp. 893-897 ◽

Cited By ~ 64

Author(s):

Weixiang Liu ◽

Nanning Zheng

Keyword(s):

Object Recognition ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

Download Full-text

Evaluation of distance metrics for recognition based on non-negative matrix factorization

Pattern Recognition Letters ◽

10.1016/s0167-8655(02)00399-9 ◽

2003 ◽

Vol 24 (9-10) ◽

pp. 1599-1605 ◽

Cited By ~ 25

Author(s):

D Guillamet ◽

J Vitrià

Keyword(s):

Matrix Factorization ◽

Distance Metrics ◽

Non Negative Matrix Factorization

Download Full-text

Occluded Image Object Recognition using Localized Nonnegative Matrix Factorization Methods

Object Recognition ◽

10.5772/14124 ◽

2011 ◽

Cited By ~ 1

Author(s):

Ivan Bajla ◽

Daniel Soukup ◽

Svorad Stolc

Keyword(s):

Object Recognition ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Methods ◽

Image Object

Download Full-text

Erratum to: “Non-negative matrix factorization based methods for object recognition” [Pattern Recognition Letters 25 (2004) 893–897]

Pattern Recognition Letters ◽

10.1016/j.patrec.2005.06.001 ◽

2005 ◽

Vol 26 (14) ◽

pp. 2313

Author(s):

Weixiang Liu ◽

Nanning Zheng

Keyword(s):

Pattern Recognition ◽

Object Recognition ◽

Matrix Factorization ◽

Recognition Pattern ◽

Non Negative Matrix Factorization

Download Full-text

Application of Non-Negative Matrix Factorization in Space Object Recognition

Laser & Optoelectronics Progress ◽

10.3788/lop56.101007 ◽

2019 ◽

Vol 56 (10) ◽

pp. 101007

Author(s):

孙静静 Sun Jingjing ◽

赵飞 Zhao Fei

Keyword(s):

Object Recognition ◽

Matrix Factorization ◽

Space Object ◽

Non Negative Matrix Factorization

Download Full-text

A modular non-negative matrix factorization for parts-based object recognition using subspace representation

10.1117/12.760365 ◽

2008 ◽

Author(s):

Ivan Bajla ◽

Daniel Soukup

Keyword(s):

Object Recognition ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

Download Full-text

Clustering Algorithm for Unsupervised Monaural Musical Sound Separation Based on Non-negative Matrix Factorization

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e95.a.818 ◽

2012 ◽

Vol E95-A (4) ◽

pp. 818-823 ◽

Cited By ~ 2

Author(s):

Sang Ha PARK ◽

Seokjin LEE ◽

Koeng-Mo SUNG

Keyword(s):

Matrix Factorization ◽

Clustering Algorithm ◽

Musical Sound ◽

Sound Separation ◽

Non Negative Matrix Factorization

Download Full-text

Faculty Opinions recommendation of Categorical dimensions of human odor descriptor space revealed by non-negative matrix factorization.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718116445.793486463 ◽

2013 ◽

Author(s):

Ramón Serrano

Keyword(s):

Matrix Factorization ◽

Descriptor Space ◽

Human Odor ◽

Non Negative Matrix Factorization

Download Full-text

Kernel Matching Pursuit Based on Immune Clonal Fast Algorithm for Image Object Recognition

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2007.01491 ◽

2011 ◽

Vol 30 (5) ◽

pp. 1104-1108 ◽

Cited By ~ 1

Author(s):

Shui-ping Gou ◽

Li-cheng Jiao ◽

Xiang-rong Zhang ◽

Yang-yang Li

Keyword(s):

Object Recognition ◽

Fast Algorithm ◽

Matching Pursuit ◽

Image Object

Download Full-text

Adaptive background modeling via incremental non-negative matrix factorization

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING ◽

10.3724/sp.j.1249.2016.05511 ◽

2016 ◽

Vol 33 (5) ◽

pp. 511

Author(s):

Huaiqin Dong ◽

Binbin Pan ◽

Wensheng Chen ◽

Chen Xu

Keyword(s):

Matrix Factorization ◽

Background Modeling ◽

Non Negative Matrix Factorization

Download Full-text