Literature DB >> 17108377

Face description with local binary patterns: application to face recognition.

Timo Ahonen1, Abdenour Hadid, Matti Pietikäinen.   

Abstract

This paper presents a novel and efficient facial image representation based on local binary pattern (LBP) texture features. The face image is divided into several regions from which the LBP feature distributions are extracted and concatenated into an enhanced feature vector to be used as a face descriptor. The performance of the proposed method is assessed in the face recognition problem under different challenges. Other applications and several extensions are also discussed.

Mesh:

Year:  2006        PMID: 17108377     DOI: 10.1109/TPAMI.2006.244

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  92 in total

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Journal:  Med Biol Eng Comput       Date:  2015-12-31       Impact factor: 2.602

2.  Automated segmentation of dental CBCT image with prior-guided sequential random forests.

Authors:  Li Wang; Yaozong Gao; Feng Shi; Gang Li; Ken-Chung Chen; Zhen Tang; James J Xia; Dinggang Shen
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4.  Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid with local binary patterns.

Authors:  Yu-Ying Liu; Mei Chen; Hiroshi Ishikawa; Gadi Wollstein; Joel S Schuman; James M Rehg
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

5.  Directional binary wavelet patterns for biomedical image indexing and retrieval.

Authors:  Subrahmanyam Murala; R P Maheshwari; R Balasubramanian
Journal:  J Med Syst       Date:  2011-08-06       Impact factor: 4.460

6.  Tissue classification for laparoscopic image understanding based on multispectral texture analysis.

Authors:  Yan Zhang; Sebastian J Wirkert; Justin Iszatt; Hannes Kenngott; Martin Wagner; Benjamin Mayer; Christian Stock; Neil T Clancy; Daniel S Elson; Lena Maier-Hein
Journal:  J Med Imaging (Bellingham)       Date:  2017-01-25

7.  Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding.

Authors:  Yu-Ying Liu; Mei Chen; Hiroshi Ishikawa; Gadi Wollstein; Joel S Schuman; James M Rehg
Journal:  Med Image Anal       Date:  2011-06-22       Impact factor: 8.545

8.  Efficient Data Mining for Local Binary Pattern in Texture Image Analysis.

Authors:  Jin Tae Kwak; Sheng Xu; Bradford J Wood
Journal:  Expert Syst Appl       Date:  2015-06-01       Impact factor: 6.954

9.  Patient State Recognition System for Healthcare Using Speech and Facial Expressions.

Authors:  M Shamim Hossain
Journal:  J Med Syst       Date:  2016-10-18       Impact factor: 4.460

10.  Automatic glaucoma diagnosis through medical imaging informatics.

Authors:  Jiang Liu; Zhuo Zhang; Damon Wing Kee Wong; Yanwu Xu; Fengshou Yin; Jun Cheng; Ngan Meng Tan; Chee Keong Kwoh; Dong Xu; Yih Chung Tham; Tin Aung; Tien Yin Wong
Journal:  J Am Med Inform Assoc       Date:  2013-03-28       Impact factor: 4.497

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