7.1.8.6 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

Vipparthi, S.K., Murala, S., Gonde, A.B.[Anil Balaji], Wu, Q.M.J.[Q.M. Jonathan],
Local directional mask maximum edge patterns for image retrieval and face recognition,
IET-CV(10), No. 3, 2016, pp. 182-192.
DOI Link 1604
face recognition 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.[Chuanbo], 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.[Chuanbo], Pei, X.[Xiaobing], 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.[Xiaosheng], Sun, J.[Junding],
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


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:Sep 22, 2017 at 21:00:01