7.1.8.7 Local Binary Patterns, LBP, Point Features

Chapter Contents (Back)
Local Binary Patterns. LBP.
See also Local Binary Patterns, LPB for Texture.

Heikkilä, M.[Marko], Pietikäinen, M.[Matti], Schmid, C.[Cordelia],
Description of interest regions with local binary patterns,
PR(42), No. 3, March 2009, pp. 425-436.
Elsevier DOI 0811
BibRef
Earlier:
Description of Interest Regions with Center-Symmetric Local Binary Patterns,
ICCVGIP06(58-69).
Springer DOI 0612
Region description; Region detection; Local binary patterns; SIFT; Image matching; Object recognition BibRef

Lu, H.M.[Hui-Min], Zheng, Z.Q.[Zhi-Qiang],
Two novel real-time local visual features for omnidirectional vision,
PR(43), No. 12, December 2010, pp. 3938-3949.
Elsevier DOI 1003
Local visual feature; Omnidirectional vision; FAST; LBP; CS-LBP; Feature detector; Feature descriptor BibRef

Nguyen, D.T.[Duc Thanh], Ogunbona, P.O.[Philip O.], Li, W.Q.[Wan-Qing],
A novel shape-based non-redundant local binary pattern descriptor for object detection,
PR(46), No. 5, May 2013, pp. 1485-1500.
Elsevier DOI 1302
BibRef
Earlier:
Human detection with contour-based local motion binary patterns,
ICIP11(3609-3612).
IEEE DOI 1201
BibRef
Earlier: A1, A3, A2:
Human detection using local shape and Non-Redundant binary patterns,
ICARCV10(1145-1150).
IEEE DOI 1109
Object description; Object detection; Non-redundant local binary pattern; Generalised distance transform; Template matching BibRef

Nguyen, D.T.[Duc Thanh], Li, W.Q.[Wan-Qing], Ogunbona, P.O.[Philip O.],
Human detection from images and videos: A survey,
PR(51), No. 1, 2016, pp. 148-175.
Elsevier DOI 1601
Human detection BibRef

Nguyen, D.T.[Duc Thanh], Zong, Z.M.[Zhi-Min], Ogunbona, P.O.[Philip O.], Li, W.Q.[Wan-Qing],
Object detection using Non-Redundant Local Binary Patterns,
ICIP10(4609-4612).
IEEE DOI 1009
BibRef

Ren, J., Jiang, X., Yuan, J.,
Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism,
IP(22), No. 10, 2013, pp. 4049-4060.
IEEE DOI 1309
Local binary pattern for image patterns. Lines. BibRef

Ren, J.F.[Jian-Feng], Jiang, X.D.[Xu-Dong], Yuan, J.S.[Jun-Song], Wang, G.[Gang],
Optimizing LBP Structure For Visual Recognition Using Binary Quadratic Programming,
SPLetters(21), No. 11, November 2014, pp. 1346-1350.
IEEE DOI 1408
feature extraction BibRef

Ren, J.F.[Jian-Feng], Jiang, X.D.[Xu-Dong], Yuan, J.S.[Jun-Song],
A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition,
IP(24), No. 6, June 2015, pp. 1893-1904.
IEEE DOI 1504
BibRef

Werghi, N.[Naoufel], Berretti, S.[Stefano], del Bimbo, A.[Alberto],
The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds,
IP(24), No. 1, January 2015, pp. 220-235.
IEEE DOI 1502
computational geometry BibRef

Werghi, N.[Naoufel], Tortorici, C.[Claudio], Berretti, S.[Stefano], del Bimbo, A.[Alberto],
Local binary patterns on triangular meshes: Concept and applications,
CVIU(139), No. 1, 2015, pp. 161-177.
Elsevier DOI 1509
BibRef
And:
Representing 3D texture on mesh manifolds for retrieval and recognition applications,
CVPR15(2521-2530)
IEEE DOI 1510
3D local binary patterns BibRef

Ren, J.F.[Jian-Feng], Jiang, X.D.[Xu-Dong], Yuan, J.S.[Jun-Song],
Learning LBP structure by maximizing the conditional mutual information,
PR(48), No. 10, 2015, pp. 3180-3190.
Elsevier DOI 1507
LBP structure learning BibRef

Ren, J.F.[Jian-Feng], Jiang, X.D.[Xu-Dong], Yuan, J.S.[Jun-Song],
LBP Encoding Schemes Jointly Utilizing the Information of Current Bit and Other LBP Bits,
SPLetters(22), No. 12, December 2015, pp. 2373-2377.
IEEE DOI 1512
image coding BibRef

Akoushideh, A., Maybodi, B. .M.N.[B. Mazloom-Nezhad],
Efficient levels of spatial pyramid representation for local binary patterns,
IET-CV(9), No. 6, 2015, pp. 871-883.
DOI Link 1512
image classification BibRef

Zeng, Z.Y.[Zhi-Yong], Song, L.[Liwei], Zheng, Q.[Qicai], Chi, Y.L.[Yan-Ling],
A new image retrieval model based on monogenic signal representation,
JVCIR(33), No. 1, 2015, pp. 85-93.
Elsevier DOI 1512
Monogenic signal representation BibRef

Lan, R., Zhou, Y., Tang, Y.Y.,
Quaternionic Local Ranking Binary Pattern: A Local Descriptor of Color Images,
IP(25), No. 2, February 2016, pp. 566-579.
IEEE DOI 1601
Color BibRef

Lan, R., Zhou, Y., Tang, Y.Y.,
Quaternionic Weber Local Descriptor of Color Images,
CirSysVideo(27), No. 2, February 2017, pp. 261-274.
IEEE DOI 1702
Algebra BibRef

Lan, R., Zhou, Y.,
Quaternion-Michelson Descriptor for Color Image Classification,
IP(25), No. 11, November 2016, pp. 5281-5292.
IEEE DOI 1610
Color BibRef

Chen, C.[Chen], Zhang, B.C.[Bao-Chang], Su, H.J.[Hong-Jun], Li, W.[Wei], Wang, L.[Lu],
Land-use scene classification using multi-scale completed local binary patterns,
SIViP(10), No. 4, April 2016, pp. 745-752.
Springer DOI 1604
BibRef

Huang, L.H.[Long-Hui], Chen, C.[Chen], Li, W.[Wei], Du, Q.[Qian],
Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors,
RS(8), No. 6, 2016, pp. 483.
DOI Link 1608
BibRef

Shang, J.[Jun], Chen, C.B.[Chuan-Bo], Liang, H.[Hu], Tang, H.[He],
Object recognition using rotation invariant local binary pattern of significant bit planes,
IET-IPR(10), No. 9, 2016, pp. 662-670.
DOI Link 1609
feature extraction BibRef

Shang, J.[Jun], Chen, C.B.[Chuan-Bo], Pei, X.B.[Xiao-Bing], Liang, H.[Hu], Tang, H.[He], Sarem, M.[Mudar],
A novel local derivative quantized binary pattern for object recognition,
VC(33), No. 2, February 2017, pp. 221-233.
Springer DOI 1702
BibRef

Ylioinas, J.[Juha], Poh, N.[Norman], Holappa, J.[Jukka], Pietikäinen, M.[Matti],
Data-driven techniques for smoothing histograms of local binary patterns,
PR(60), No. 1, 2016, pp. 734-747.
Elsevier DOI 1609
Local binary patterns BibRef

Cerman, M.[Martin], Janusch, I.[Ines], Gonzalez-Diaz, R.[Rocio], Kropatsch, W.G.[Walter G.],
Topology-based image segmentation using LBP pyramids,
MVA(27), No. 8, November 2016, pp. 1161-1174.
Springer DOI 1612
BibRef
Earlier: A1, A3, A4, Only:
LBP and Irregular Graph Pyramids,
CAIP15(II:687-699).
Springer DOI 1511
BibRef

Wu, X.S.[Xiao-Sheng], Sun, J.D.[Jun-Ding],
Joint-scale LBP: a new feature descriptor for texture classification,
VC(33), No. 3, March 2017, pp. 317-329.
WWW Link. 1702
BibRef

Ren, J., Jiang, X., Yuan, J.,
LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification,
SPLetters(24), No. 1, January 2017, pp. 37-41.
IEEE DOI 1702
image classification BibRef

Hiremath, P.S., Bhusnurmath, R.A.[Rohini A.],
Multiresolution LDBP descriptors for texture classification using anisotropic diffusion with an application to wood texture analysis,
PRL(89), No. 1, 2017, pp. 8-17.
Elsevier DOI 1704
LDBP BibRef

López, M.B.[Miguel Bordallo], Nieto, A.[Alejandro], Boutellier, J.[Jani], Hannuksela, J.[Jari], Silvén, O.[Olli],
Evaluation of real-time LBP computing in multiple architectures,
RealTimeIP(13), No. 2, June 2017, pp. 375-396.
Springer DOI 1708
BibRef

Ji, L., Ren, Y., Liu, G., Pu, X.,
Training-Based Gradient LBP Feature Models for Multiresolution Texture Classification,
Cyber(48), No. 9, September 2018, pp. 2683-2696.
IEEE DOI 1809
feature extraction, Gaussian noise, gradient methods, image classification, image resolution, image texture, multiresolution texture classification BibRef

Zhao, Z.[Zhuang], Zhang, Y.W.[Yu-Wei], Bai, L.F.[Lian-Fa], Zhang, Y.[Yi], Han, J.[Jing],
Multispectral target detection based on the space-spectrum structure constraint with the multi-scale hierarchical model,
SP:IC(68), 2018, pp. 58-67.
Elsevier DOI 1810
Multispectral target detection, space-spectrum Differential Structure, Multiscale Hierarchical model BibRef

Liu, J.[Jiaqi], Bai, L.F.[Lian-Fa], Zhang, Y.[Yi], Han, J.[Jing],
DCF with high-speed spatial constraint,
IET-IPR(13), No. 1, January 2019, pp. 44-48.
DOI Link 1812
BibRef

Gao, T.[Tao], Liang, S.[Shan], Chen, T.[Ting], Liu, M.[Mengni], Li, Y.H.,
Description method of Illumination invariant image features,
SP:IC(85), 2020, pp. 115870.
Elsevier DOI 2005
Feature extraction, Illumination variation, LBP, LGP, WLD BibRef

Bi, X.L.[Xiu-Li], Yuan, Y.[Yuan], Xiao, B.[Bin], Li, W.S.[Wei-Sheng], Gao, X.[Xinbo],
2D-LCoLBP: A Learning Two-Dimensional Co-Occurrence Local Binary Pattern for Image Recognition,
IP(30), 2021, pp. 7228-7240.
IEEE DOI 2108
Feature extraction, Image recognition, Histograms, Support vector machines, Face recognition, Transforms, Robustness, feature learning BibRef


Lin, J., Lazarow, J., Yang, Y., Hong, D., Gupta, R.K., Tu, Z.,
Local Binary Pattern Networks,
WACV20(814-823)
IEEE DOI 2006
Kernel, Convolution, Task analysis, Character recognition, Optical character recognition software, Complexity theory, Feature extraction BibRef

Bello-Cerezo, R.[Raquel], Fieguth, P.W.[Paul W.], Bianconi, F.[Francesco],
LBP-Motivated Colour Texture Classification,
CEFR-LCV18(IV:517-533).
Springer DOI 1905
BibRef

Hong, X.P.[Xiao-Peng], Xu, Y.Y.[Ying-Yue], Zhao, G.Y.[Guo-Ying],
LBP-TOP: A Tensor Unfolding Revisit,
SFBA16(I: 513-527).
Springer DOI 1704
Local Binary Pattern histograms from Three Orthogonal Planes. Code LPB-TOP.
WWW Link. BibRef

Liu, L.[Li], Fieguth, P.[Paul], Wang, X.G.[Xiao-Gang], Pietikäinen, M.[Matti], Hu, D.[Dewen],
Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark,
ECCV16(III: 69-86).
Springer DOI 1611
BibRef

Dahmouni, A., Aharrane, N., El Moutaouakil, K., Satori, K.,
Face Recognition Using Local Binary Probabilistic Pattern (LBPP) and 2D-DCT Frequency Decomposition,
CGiV16(73-77)
IEEE DOI 1608
biometrics (access control) BibRef

Levi, G.[Gil], Hassner, T.[Tal],
LATCH: Learned arrangements of three patch codes,
WACV16(1-9)
IEEE DOI 1606
Feature extraction. Binary descriptor. Better space-time than SIFT, but not better performance. BibRef

Syed, T.Q.[Tahir Q.], Behlim, S.I.[Sadaf I.], Merchant, A.K.[Alishan K.], Thomas, A.[Alexis], Khan, F.M.[Furqan M.],
Leveraging Mutual Information in Local Descriptions: From Local Binary Patterns to the Image,
CIAP15(II:239-251).
Springer DOI 1511
BibRef

Juefei-Xu, F.[Felix], Savvides, M.[Marios],
Weight-Optimal Local Binary Patterns,
CVLBP14(148-159).
Springer DOI 1504
BibRef

Al Alwani, A.[Adnan], Chahir, Y.[Youssef], Jouen, F.[Francois],
Thermal Signature Using Non-redundant Temporal Local Binary-Based Features,
ICIAR14(II: 151-158).
Springer DOI 1410
1-D signal analysis. LBP BibRef

Davarzani, R.[Reza], Mozaffari, S.[Saeed],
Robust Image Description with Weighted and Adaptive Local Binary Pattern Features,
ICPR14(1097-1102)
IEEE DOI 1412
Databases BibRef

Saleem, S.[Sajid], Bais, A.[Abdul], Sablatnig, R.[Robert],
A Gradient Extension of Center Symmetric Local Binary Patterns for Robust RGB-NIR Image Matching,
ICPR14(815-820)
IEEE DOI 1412
Educational institutions BibRef

Jain, V.[Varun], Crowley, J.L.[James L.], Lux, A.[Augustin],
Local Binary Patterns Calculated over Gaussian Derivative Images,
ICPR14(3987-3992)
IEEE DOI 1412
Accuracy BibRef

Saleem, S.[Sajid], Sablatnig, R.[Robert],
Interest Region Description Using Local Binary Pattern of Gradients,
SCIA13(468-477).
Springer DOI 1311
BibRef

Teutsch, M.[Michael], Trantelle, P.[Patrick], Beyerer, J.[Jurgen],
Adaptive real-time image smoothing using local binary patterns and Gaussian filters,
ICIP13(1120-1124)
IEEE DOI 1402
Graphics processing units BibRef

Banerjee, J.[Jyotirmoy], Moelker, A.[Adriaan], Niessen, W.J.[Wiro J.], van Walsum, T.[Theo],
3D LBP-Based Rotationally Invariant Region Description,
CVLBP12(I:26-37).
Springer DOI 1304
local binary patterns BibRef

Utasi, Á.[Ákos],
Entropic Selection of Histogram Features for Efficient Classification,
SSSPR12(264-272).
Springer DOI 1211
Local histogram learning for binary decisions. E.g. LBP and HOG BibRef

Heng, C.K.[Cher Keng], Yokomitsu, S.[Sumio], Matsumoto, Y.[Yuichi], Tamura, H.[Hajime],
Shrink boost for selecting multi-LBP histogram features in object detection,
CVPR12(3250-3257).
IEEE DOI 1208
BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Vector of Locally Aggregated Descriptors, VLAD Features .


Last update:Nov 30, 2021 at 22:19:38