Fusion of color histogram and LBP-based features for texture image retrieval and classification
•The Local Binary Pattern (LBP)-based feature has drawback in capturing the color information of an image.•This paper overcomes this problem by incorporating CHF on the LBP-based image retrieval and classification.•The hybrid CHF and LBP-based feature yield a promising result and outperform the form...
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| Published in | Information sciences Vol. 390; pp. 95 - 111 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Inc
01.06.2017
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| Subjects | |
| Online Access | Get full text |
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| Abstract | •The Local Binary Pattern (LBP)-based feature has drawback in capturing the color information of an image.•This paper overcomes this problem by incorporating CHF on the LBP-based image retrieval and classification.•The hybrid CHF and LBP-based feature yield a promising result and outperform the former existing methods.
The Local Binary Pattern (LBP) operator and its variants play an important role as the image feature extractor in the textural image retrieval and classification. The LBP-based operator extracts the textural information of an image by considering the neighboring pixel values. A single or join histogram can be derived from the LBP code which can be used as an image feature descriptor in some applications. However, the LBP-based feature is not a good candidate in capturing the color information of an image, making it is less suitable for measuring the similarity of color images with rich color information. This work overcomes this problem by adding an additional color feature, namely Color Information Feature (CIF), along with the LBP-based feature in the image retrieval and classification systems. The CIF and LBP-based feature adequately represent the color and texture features. As documented in the experimental result, the hybrid CIF and LBP-based feature presents a promising result and outperforms the existing methods over several image databases. Thus, it can be a very competitive candidate in retrieval and classification application. |
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| AbstractList | •The Local Binary Pattern (LBP)-based feature has drawback in capturing the color information of an image.•This paper overcomes this problem by incorporating CHF on the LBP-based image retrieval and classification.•The hybrid CHF and LBP-based feature yield a promising result and outperform the former existing methods.
The Local Binary Pattern (LBP) operator and its variants play an important role as the image feature extractor in the textural image retrieval and classification. The LBP-based operator extracts the textural information of an image by considering the neighboring pixel values. A single or join histogram can be derived from the LBP code which can be used as an image feature descriptor in some applications. However, the LBP-based feature is not a good candidate in capturing the color information of an image, making it is less suitable for measuring the similarity of color images with rich color information. This work overcomes this problem by adding an additional color feature, namely Color Information Feature (CIF), along with the LBP-based feature in the image retrieval and classification systems. The CIF and LBP-based feature adequately represent the color and texture features. As documented in the experimental result, the hybrid CIF and LBP-based feature presents a promising result and outperforms the existing methods over several image databases. Thus, it can be a very competitive candidate in retrieval and classification application. |
| Author | Liu, Peizhong Prasetyo, Heri Chamnongthai, Kosin Guo, Jing-Ming |
| Author_xml | – sequence: 1 givenname: Peizhong surname: Liu fullname: Liu, Peizhong email: pzliu@hqu.edu.cn organization: College of Engineering, Huaqiao University, Quanzhou, Fujian, China – sequence: 2 givenname: Jing-Ming surname: Guo fullname: Guo, Jing-Ming email: jmguo@seed.net.tw organization: Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan – sequence: 3 givenname: Kosin surname: Chamnongthai fullname: Chamnongthai, Kosin email: kosin.cha@kmutt.ac.th organization: Department of Electronic and Telecommunication Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand – sequence: 4 givenname: Heri surname: Prasetyo fullname: Prasetyo, Heri email: heri_inf_its_02@yahoo.co.id organization: Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan |
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| Cites_doi | 10.1109/TIP.2014.2325777 10.1109/TPAMI.2002.1017623 10.1109/TIP.2010.2042645 10.1109/TCSVT.2014.2358011 10.1016/j.patrec.2009.02.006 10.1109/TMM.2014.2306175 10.1016/j.ins.2008.07.015 10.1016/j.neucom.2013.01.007 10.1016/j.patcog.2009.08.017 10.1109/TSMCB.2005.850176 10.1109/TIP.2009.2032313 10.1016/j.ins.2013.06.041 10.1049/iet-cvi.2011.0228 10.1109/TIP.2009.2015682 10.1016/j.neucom.2014.02.064 10.1002/sam.10093 10.1016/S0031-3203(00)00010-8 10.1016/j.patcog.2013.09.018 10.1016/0031-3203(95)00067-4 10.1109/TIP.2014.2333655 10.1109/TIP.2014.2310123 10.1016/j.compeleceng.2012.11.023 10.1016/j.patcog.2012.10.024 10.1109/TIP.2009.2035882 10.1016/j.ins.2011.10.014 10.1016/j.sigpro.2004.10.009 10.1109/TIP.2012.2188809 10.1016/j.patcog.2011.02.003 10.1016/j.jvcir.2013.09.005 10.1016/j.ins.2013.08.043 10.1016/j.forsciint.2013.04.023 10.1109/TIP.2014.2313232 10.1109/TIP.2011.2173697 10.1023/B:VISI.0000029664.99615.94 10.1109/34.531803 10.1109/TPAMI.2009.155 10.1016/j.sigpro.2011.12.005 10.1016/S0167-8655(02)00244-1 |
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| References | Hoang, Geusebroek (bib0013) 2002 Subrahmanyam, Wu, Maheshwari, Balasubramanian (bib0039) 2013; 39 Guo, Prasetyo, Chen (bib0008) 2015; 25 Nawarathna, Oh, Muthukudage, Tavanapong, Wong, Groen, Tang (bib0028) 2014; 144 Kwitt, Uhl (bib0019) 2010; 19 Shrivastava, Tyagi (bib0037) 2014; 259 Kwitt, Uhl (bib0018) Oct. 2008 Zhang, Gao, Zhao, Liu (bib0042) 2010; 19 Ojala, Pietikainen, Maenpaa (bib0031) 2002; 24 Guo, Prasetyo, Su (bib0009) 2013; 24 Guha, Ward (bib0007) 2014; 16 Li, Liu, Yang, You (bib0021) 2012; 21 Ojala, Valkealahti, Oja, Pietikainen (bib0033) 2001; 34 Davarzani, Yaghmaie, Mozaffari, Tapak (bib0005) 2013; 231 Ojala, Pietikainen, Harwood (bib0032) 1996; 29 Lasmar, Berthoumieu (bib0020) 2014; 23 Lowe (bib0025) 2004; 60 Guo, Zhang, Zhang (bib0010) 2010; 43 Tan, Triggs (bib0041) 2010; 19 Chen (bib0003) 2010; 32 Liao, Law, Chung (bib0022) 2009; 18 Paschos, Petrou (bib0034) 2003; 24 Satpathy, Jiang, Eng (bib0036) 2014; 23 Nguyen, Ogunbona, Li (bib0029) 2013; 46 Zhou, Wang, Wang (bib0043) 2008; 178 Jia, Yang, Cao, Zang, Zhang, Dai, Zhu, Tian (bib0014) 2014; 268 Suruliandi, Meena, Rose (bib0040) 2012; 6 Bianconi, Fernandez, Gonzalez, Caride, Calvino (bib0001) 2009; 30 Subrahmanyam, Maheswari, Balasubramanian (bib0038) 2012; 92 Ryusuke, Fukui (bib0030) 2014; 47 Guo, Zhang, Zhang (bib0011) 2010; 9 Porebski, Vandenbroucke, Macaire (bib0035) Nov. 2008 Manjunath, Ma (bib0026) 1996; 18 Campana, Keogh (bib0002) 2010; 3 Junior, Cortex, Backes (bib0015) 2014; 23 Kokare, Biswas, Chatterji (bib0017) 2005; 35 Hoang, Geusebroek, Smeulders (bib0012) 2005; 85 Liu, Long, Fieguth, Lao, Zhao (bib0024) 2014; 23 Gu, Liu (bib0006) 2013; 113 Liu, Li, Lei, Xu (bib0023) 2011; 44 Murala, Maheshwari, Balasubramanian (bib0027) 2012; 21 Zhu, Wang (bib0044) 2012; 187 Manjunath (10.1016/j.ins.2017.01.025_bib0026) 1996; 18 Campana (10.1016/j.ins.2017.01.025_bib0002) 2010; 3 Shrivastava (10.1016/j.ins.2017.01.025_bib0037) 2014; 259 Junior (10.1016/j.ins.2017.01.025_bib0015) 2014; 23 Paschos (10.1016/j.ins.2017.01.025_bib0034) 2003; 24 Chen (10.1016/j.ins.2017.01.025_bib0003) 2010; 32 Zhu (10.1016/j.ins.2017.01.025_bib0044) 2012; 187 Jia (10.1016/j.ins.2017.01.025_bib0014) 2014; 268 Nawarathna (10.1016/j.ins.2017.01.025_bib0028) 2014; 144 Zhou (10.1016/j.ins.2017.01.025_bib0043) 2008; 178 Guha (10.1016/j.ins.2017.01.025_bib0007) 2014; 16 Lasmar (10.1016/j.ins.2017.01.025_bib0020) 2014; 23 Subrahmanyam (10.1016/j.ins.2017.01.025_bib0038) 2012; 92 Liao (10.1016/j.ins.2017.01.025_bib0022) 2009; 18 Gu (10.1016/j.ins.2017.01.025_bib0006) 2013; 113 Li (10.1016/j.ins.2017.01.025_bib0021) 2012; 21 Ojala (10.1016/j.ins.2017.01.025_bib0032) 1996; 29 Suruliandi (10.1016/j.ins.2017.01.025_bib0040) 2012; 6 Ojala (10.1016/j.ins.2017.01.025_bib0031) 2002; 24 Kwitt (10.1016/j.ins.2017.01.025_bib0019) 2010; 19 Lowe (10.1016/j.ins.2017.01.025_bib0025) 2004; 60 Kwitt (10.1016/j.ins.2017.01.025_bib0018) 2008 Guo (10.1016/j.ins.2017.01.025_bib0011) 2010; 9 Kokare (10.1016/j.ins.2017.01.025_bib0017) 2005; 35 Porebski (10.1016/j.ins.2017.01.025_bib0035) 2008 Hoang (10.1016/j.ins.2017.01.025_bib0013) 2002 Liu (10.1016/j.ins.2017.01.025_bib0023) 2011; 44 Subrahmanyam (10.1016/j.ins.2017.01.025_bib0039) 2013; 39 Guo (10.1016/j.ins.2017.01.025_bib0010) 2010; 43 Bianconi (10.1016/j.ins.2017.01.025_bib0001) 2009; 30 Davarzani (10.1016/j.ins.2017.01.025_bib0005) 2013; 231 Guo (10.1016/j.ins.2017.01.025_bib0009) 2013; 24 Liu (10.1016/j.ins.2017.01.025_bib0024) 2014; 23 Ojala (10.1016/j.ins.2017.01.025_bib0033) 2001; 34 Ryusuke (10.1016/j.ins.2017.01.025_bib0030) 2014; 47 Satpathy (10.1016/j.ins.2017.01.025_bib0036) 2014; 23 Zhang (10.1016/j.ins.2017.01.025_bib0042) 2010; 19 Tan (10.1016/j.ins.2017.01.025_bib0041) 2010; 19 Murala (10.1016/j.ins.2017.01.025_bib0027) 2012; 21 Nguyen (10.1016/j.ins.2017.01.025_bib0029) 2013; 46 Guo (10.1016/j.ins.2017.01.025_bib0008) 2015; 25 Hoang (10.1016/j.ins.2017.01.025_bib0012) 2005; 85 |
| References_xml | – volume: 46 start-page: 1485 year: 2013 end-page: 1500 ident: bib0029 article-title: A novel shape-based non-redundant local binary pattern descriptor for object detection publication-title: Pattern Recognit. – volume: 259 start-page: 212 year: 2014 end-page: 224 ident: bib0037 article-title: Content-based image retrieval based on relative locations of multiple regions of interest using selective regions matching publication-title: Inf. Sci. – volume: 19 start-page: 1635 year: 2010 end-page: 1650 ident: bib0041 article-title: Enhanced local texture feature sets for face recognition under difficult lighting conditions publication-title: IEEE Trans. Image Process. – volume: 231 start-page: 61 year: 2013 end-page: 72 ident: bib0005 article-title: Copy-move forgery detection using multiresolution local binary patterns publication-title: Forensic Sci. Int. – volume: 23 start-page: 3071 year: 2014 end-page: 3084 ident: bib0024 article-title: BRINT: binary rotation invariant and noise tolerant texture classification publication-title: IEEE Trans. Image Process. – volume: 21 start-page: 2874 year: 2012 end-page: 2886 ident: bib0027 article-title: Local tetra patterns: a new feature descriptor for content-based image retrieval publication-title: IEEE Trans. Image Process. – volume: 23 start-page: 1953 year: 2014 end-page: 1964 ident: bib0036 article-title: LBP-based edge-texture features for object recognition publication-title: IEEE Trans. Image Process. – volume: 25 start-page: 466 year: 2015 end-page: 481 ident: bib0008 article-title: Content-based image retrieval using error diffusion block truncation coding features publication-title: IEEE Trans. Circuits Syst.r Video Technol. – volume: 34 start-page: 727 year: 2001 end-page: 739 ident: bib0033 article-title: Texture discriminant with multidimensional distributions of signed gray-level differences publication-title: Pattern Recognit. – volume: 43 start-page: 706 year: 2010 end-page: 719 ident: bib0010 article-title: Rotation invariant texture classification using LBP variance (LBPV) with global matching publication-title: Pattern Recognit. – start-page: 933 year: Oct. 2008 end-page: 936 ident: bib0018 article-title: Image similarity measurement by Kullback-Leibler divergences between complex wavelet subband statistics for texture retrieval publication-title: Proceedings of the 15th IEEE International Conference on Image Processing (ICIP 2008) – volume: 29 start-page: 51 year: 1996 end-page: 59 ident: bib0032 article-title: A comparative study of texture measures with classification based on feature distributions publication-title: Pattern Recognit. – volume: 24 start-page: 1360 year: 2013 end-page: 1379 ident: bib0009 article-title: Image indexing using the color and bit pattern feature fusion publication-title: J. Vis. Commun. Image Represent. – volume: 60 start-page: 91 year: 2004 end-page: 110 ident: bib0025 article-title: Distinctive image features from scale-invariant keypoints publication-title: Int. J. Comput. Vis. – volume: 19 start-page: 533 year: 2010 end-page: 544 ident: bib0042 article-title: Local derivative pattern versus local binary pattern: face recognition with high-order local pattern descriptor publication-title: IEEE Trans. Image Process. – volume: 85 start-page: 265 year: 2005 end-page: 275 ident: bib0012 article-title: Color texture measurement and segmentation publication-title: Signal Process. – volume: 35 start-page: 1168 year: 2005 end-page: 1178 ident: bib0017 article-title: Texture image retrieval using new rotated complex wavelet filters publication-title: IEEE Trans. Syst. Man Cybern. – start-page: 1 year: Nov. 2008 end-page: 8 ident: bib0035 article-title: Haralick feature extraction from LBP images for color texture classification publication-title: Proceedings of the 1st Workshops on Image Processing Theory, Tools and Applications (IPTA) – volume: 6 start-page: 480 year: 2012 end-page: 488 ident: bib0040 article-title: Local binary pattern and its derivatives for face recognition publication-title: IET Comput. Vis. – volume: 187 start-page: 93 year: 2012 end-page: 108 ident: bib0044 article-title: Local multiple patterns based multiresolution gray-scale and rotation invariant texture classification publication-title: Inf. Sci. – volume: 18 start-page: 837 year: 1996 end-page: 842 ident: bib0026 article-title: Texture feature for browsing and retrieval of image data publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 23 start-page: 2246 year: 2014 end-page: 2261 ident: bib0020 article-title: Gaussian copula multivariate modeling for texture image retrieval using wavelet transforms publication-title: IEEE Trans. Image Process. – volume: 178 start-page: 4314 year: 2008 end-page: 4325 ident: bib0043 article-title: A novel extended local-binary-pattern operator for texture analysis publication-title: Inf. Sci. – volume: 19 start-page: 241 year: 2010 end-page: 253 ident: bib0019 article-title: Lightweight probabilistic texture retrieval publication-title: IEEE Trans. Image Process. – volume: 268 start-page: 91 year: 2014 end-page: 102 ident: bib0014 article-title: Multi-scale local binary pattern with filters for spoof fingerprint detection publication-title: Inf. Sci. – volume: 16 start-page: 980 year: 2014 end-page: 987 ident: bib0007 article-title: Image similarity using sparse representation and compression distance publication-title: IEEE Trans. Multimed. – volume: 144 start-page: 70 year: 2014 end-page: 91 ident: bib0028 article-title: Abnormal image detection in endoscopy videos using a filter bank and local binary patterns publication-title: Neurocomputing – start-page: 73 year: 2002 end-page: 76 ident: bib0013 article-title: Measurement of color texture publication-title: Proceedings of Workshop Texture Analysis and Machine Vision – volume: 24 start-page: 309 year: 2003 end-page: 314 ident: bib0034 article-title: Histogram ratio features for color texture classification publication-title: Pattern Recognit. Lett. – volume: 18 start-page: 1107 year: 2009 end-page: 1118 ident: bib0022 article-title: Dominant local binary patterns for texture classification publication-title: IEEE Trans. Image Process. – volume: 44 start-page: 2123 year: 2011 end-page: 2133 ident: bib0023 article-title: Image retrieval based on micro-structure descriptor publication-title: Pattern Recognit. Lett. – volume: 21 start-page: 2130 year: 2012 end-page: 2140 ident: bib0021 article-title: Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift publication-title: IEEE Trans. Image Process. – volume: 9 start-page: 1657 year: 2010 end-page: 1663 ident: bib0011 article-title: A completed modeling of local binary pattern operator for texture classification publication-title: IEEE Trans. Image Process. – volume: 32 start-page: 1705 year: 2010 end-page: 1720 ident: bib0003 article-title: WLD: a robust local image descriptor publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 23 start-page: 3751 year: 2014 end-page: 3761 ident: bib0015 article-title: Color texture classification using shortest paths in graphs publication-title: IEEE Trans. Image Process. – volume: 39 start-page: 762 year: 2013 end-page: 774 ident: bib0039 article-title: Modified color motif co-occurrence matrix for image indexing publication-title: Comput. Electr. Eng. – volume: 3 start-page: 381 year: 2010 end-page: 398 ident: bib0002 article-title: A compression-based distance measure for texture, publication-title: Stat. Anal. Data Min. – volume: 47 start-page: 2428 year: 2014 end-page: 2436 ident: bib0030 article-title: HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns publication-title: Pattern Recognit. – volume: 113 start-page: 138 year: 2013 end-page: 152 ident: bib0006 article-title: Feature local binary patterns with application to eye detection publication-title: Neurocomputing – volume: 24 start-page: 971 year: 2002 end-page: 987 ident: bib0031 article-title: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 92 start-page: 1467 year: 2012 end-page: 1479 ident: bib0038 article-title: Local maximum edge binary patterns: a new descriptor for image retrieval and object tracking publication-title: Signal Process. – volume: 30 start-page: 765 year: 2009 end-page: 773 ident: bib0001 article-title: Rotation-invariant colour texture classification through multilayer CCR publication-title: Pattern Recognit. Lett. – volume: 23 start-page: 3071 issue: 7 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0024 article-title: BRINT: binary rotation invariant and noise tolerant texture classification publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2014.2325777 – volume: 24 start-page: 971 issue: 7 year: 2002 ident: 10.1016/j.ins.2017.01.025_bib0031 article-title: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2002.1017623 – volume: 19 start-page: 1635 issue: 6 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0041 article-title: Enhanced local texture feature sets for face recognition under difficult lighting conditions publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2010.2042645 – volume: 25 start-page: 466 issue: 3 year: 2015 ident: 10.1016/j.ins.2017.01.025_bib0008 article-title: Content-based image retrieval using error diffusion block truncation coding features publication-title: IEEE Trans. Circuits Syst.r Video Technol. doi: 10.1109/TCSVT.2014.2358011 – volume: 30 start-page: 765 issue: 8 year: 2009 ident: 10.1016/j.ins.2017.01.025_bib0001 article-title: Rotation-invariant colour texture classification through multilayer CCR publication-title: Pattern Recognit. Lett. doi: 10.1016/j.patrec.2009.02.006 – volume: 16 start-page: 980 issue: 4 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0007 article-title: Image similarity using sparse representation and compression distance publication-title: IEEE Trans. Multimed. doi: 10.1109/TMM.2014.2306175 – volume: 178 start-page: 4314 issue: 22 year: 2008 ident: 10.1016/j.ins.2017.01.025_bib0043 article-title: A novel extended local-binary-pattern operator for texture analysis publication-title: Inf. Sci. doi: 10.1016/j.ins.2008.07.015 – volume: 113 start-page: 138 year: 2013 ident: 10.1016/j.ins.2017.01.025_bib0006 article-title: Feature local binary patterns with application to eye detection publication-title: Neurocomputing doi: 10.1016/j.neucom.2013.01.007 – volume: 43 start-page: 706 issue: 3 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0010 article-title: Rotation invariant texture classification using LBP variance (LBPV) with global matching publication-title: Pattern Recognit. doi: 10.1016/j.patcog.2009.08.017 – volume: 35 start-page: 1168 issue: 6 year: 2005 ident: 10.1016/j.ins.2017.01.025_bib0017 article-title: Texture image retrieval using new rotated complex wavelet filters publication-title: IEEE Trans. Syst. Man Cybern. doi: 10.1109/TSMCB.2005.850176 – volume: 19 start-page: 241 issue: 1 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0019 article-title: Lightweight probabilistic texture retrieval publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2009.2032313 – volume: 268 start-page: 91 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0014 article-title: Multi-scale local binary pattern with filters for spoof fingerprint detection publication-title: Inf. Sci. doi: 10.1016/j.ins.2013.06.041 – volume: 6 start-page: 480 issue: 5 year: 2012 ident: 10.1016/j.ins.2017.01.025_bib0040 article-title: Local binary pattern and its derivatives for face recognition publication-title: IET Comput. Vis. doi: 10.1049/iet-cvi.2011.0228 – volume: 18 start-page: 1107 issue: 5 year: 2009 ident: 10.1016/j.ins.2017.01.025_bib0022 article-title: Dominant local binary patterns for texture classification publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2009.2015682 – volume: 144 start-page: 70 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0028 article-title: Abnormal image detection in endoscopy videos using a filter bank and local binary patterns publication-title: Neurocomputing doi: 10.1016/j.neucom.2014.02.064 – volume: 3 start-page: 381 issue: 6 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0002 article-title: A compression-based distance measure for texture, publication-title: Stat. Anal. Data Min. doi: 10.1002/sam.10093 – volume: 34 start-page: 727 issue: 3 year: 2001 ident: 10.1016/j.ins.2017.01.025_bib0033 article-title: Texture discriminant with multidimensional distributions of signed gray-level differences publication-title: Pattern Recognit. doi: 10.1016/S0031-3203(00)00010-8 – start-page: 1 year: 2008 ident: 10.1016/j.ins.2017.01.025_bib0035 article-title: Haralick feature extraction from LBP images for color texture classification – start-page: 73 year: 2002 ident: 10.1016/j.ins.2017.01.025_bib0013 article-title: Measurement of color texture – volume: 47 start-page: 2428 issue: 7 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0030 article-title: HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns publication-title: Pattern Recognit. doi: 10.1016/j.patcog.2013.09.018 – volume: 29 start-page: 51 issue: 1 year: 1996 ident: 10.1016/j.ins.2017.01.025_bib0032 article-title: A comparative study of texture measures with classification based on feature distributions publication-title: Pattern Recognit. doi: 10.1016/0031-3203(95)00067-4 – volume: 23 start-page: 3751 issue: 9 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0015 article-title: Color texture classification using shortest paths in graphs publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2014.2333655 – volume: 23 start-page: 1953 issue: 5 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0036 article-title: LBP-based edge-texture features for object recognition publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2014.2310123 – volume: 9 start-page: 1657 issue: 16 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0011 article-title: A completed modeling of local binary pattern operator for texture classification publication-title: IEEE Trans. Image Process. – volume: 39 start-page: 762 issue: 3 year: 2013 ident: 10.1016/j.ins.2017.01.025_bib0039 article-title: Modified color motif co-occurrence matrix for image indexing publication-title: Comput. Electr. Eng. doi: 10.1016/j.compeleceng.2012.11.023 – volume: 46 start-page: 1485 issue: 5 year: 2013 ident: 10.1016/j.ins.2017.01.025_bib0029 article-title: A novel shape-based non-redundant local binary pattern descriptor for object detection publication-title: Pattern Recognit. doi: 10.1016/j.patcog.2012.10.024 – volume: 19 start-page: 533 issue: 2 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0042 article-title: Local derivative pattern versus local binary pattern: face recognition with high-order local pattern descriptor publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2009.2035882 – volume: 187 start-page: 93 year: 2012 ident: 10.1016/j.ins.2017.01.025_bib0044 article-title: Local multiple patterns based multiresolution gray-scale and rotation invariant texture classification publication-title: Inf. Sci. doi: 10.1016/j.ins.2011.10.014 – volume: 85 start-page: 265 issue: 2 year: 2005 ident: 10.1016/j.ins.2017.01.025_bib0012 article-title: Color texture measurement and segmentation publication-title: Signal Process. doi: 10.1016/j.sigpro.2004.10.009 – volume: 21 start-page: 2874 issue: 5 year: 2012 ident: 10.1016/j.ins.2017.01.025_bib0027 article-title: Local tetra patterns: a new feature descriptor for content-based image retrieval publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2012.2188809 – volume: 44 start-page: 2123 issue: 9 year: 2011 ident: 10.1016/j.ins.2017.01.025_bib0023 article-title: Image retrieval based on micro-structure descriptor publication-title: Pattern Recognit. Lett. doi: 10.1016/j.patcog.2011.02.003 – volume: 24 start-page: 1360 issue: 8 year: 2013 ident: 10.1016/j.ins.2017.01.025_bib0009 article-title: Image indexing using the color and bit pattern feature fusion publication-title: J. Vis. Commun. Image Represent. doi: 10.1016/j.jvcir.2013.09.005 – start-page: 933 year: 2008 ident: 10.1016/j.ins.2017.01.025_bib0018 article-title: Image similarity measurement by Kullback-Leibler divergences between complex wavelet subband statistics for texture retrieval – volume: 259 start-page: 212 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0037 article-title: Content-based image retrieval based on relative locations of multiple regions of interest using selective regions matching publication-title: Inf. Sci. doi: 10.1016/j.ins.2013.08.043 – volume: 231 start-page: 61 issue: 1–3 year: 2013 ident: 10.1016/j.ins.2017.01.025_bib0005 article-title: Copy-move forgery detection using multiresolution local binary patterns publication-title: Forensic Sci. Int. doi: 10.1016/j.forsciint.2013.04.023 – volume: 23 start-page: 2246 issue: 5 year: 2014 ident: 10.1016/j.ins.2017.01.025_bib0020 article-title: Gaussian copula multivariate modeling for texture image retrieval using wavelet transforms publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2014.2313232 – volume: 21 start-page: 2130 issue: 4 year: 2012 ident: 10.1016/j.ins.2017.01.025_bib0021 article-title: Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift publication-title: IEEE Trans. Image Process. doi: 10.1109/TIP.2011.2173697 – volume: 60 start-page: 91 issue: 2 year: 2004 ident: 10.1016/j.ins.2017.01.025_bib0025 article-title: Distinctive image features from scale-invariant keypoints publication-title: Int. J. Comput. Vis. doi: 10.1023/B:VISI.0000029664.99615.94 – volume: 18 start-page: 837 issue: 8 year: 1996 ident: 10.1016/j.ins.2017.01.025_bib0026 article-title: Texture feature for browsing and retrieval of image data publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.531803 – volume: 32 start-page: 1705 issue: 9 year: 2010 ident: 10.1016/j.ins.2017.01.025_bib0003 article-title: WLD: a robust local image descriptor publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2009.155 – volume: 92 start-page: 1467 issue: 6 year: 2012 ident: 10.1016/j.ins.2017.01.025_bib0038 article-title: Local maximum edge binary patterns: a new descriptor for image retrieval and object tracking publication-title: Signal Process. doi: 10.1016/j.sigpro.2011.12.005 – volume: 24 start-page: 309 issue: 1–3 year: 2003 ident: 10.1016/j.ins.2017.01.025_bib0034 article-title: Histogram ratio features for color texture classification publication-title: Pattern Recognit. Lett. doi: 10.1016/S0167-8655(02)00244-1 |
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| SubjectTerms | Color information feature Image classification Image retrieval Local binary pattern |
| Title | Fusion of color histogram and LBP-based features for texture image retrieval and classification |
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