Gradient Local Binary Patterns for human detection

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2013, Pages 978-981

  Jiang, Ning ^a   Xu, Jiu ^a   Yu, Wenxin ^a   Goto, Satoshi ^a  

^a WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE SETS; HARDWARE ACCELERATION; HUMAN DETECTION; LOCAL BINARY PATTERNS; LOCAL PATTERNS; OBJECT DETECTION AND RECOGNITION; TEXTURE CLASSIFICATION; TRAINING METHODS;

EXPERIMENTS; GRAPHIC METHODS; SEMANTICS;

CONTENT BASED RETRIEVAL;

EID: 84883314620     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2013.6572012     Document Type: Conference Paper

References (14)

1. N. Dalal and B. Triggs. "Histograms of oriented gradients for human detection", Conference on Computer Vision and Pattern Recognition (CVPR), 2005.
2. Q.Zhu, S.Avidan, M.C.Yeh, and K.T.Cheng, "Fast human detection using a cascade of histogram of oriented gradients," IEEE Conf. on Computer Vision and Pattern Recognition, pp.1491-1498, New York, 2006.
3. D.Lowe, "Distinctive image features from scale-invariant key points," IJCV, vol.60, pp.91-110, 2004.
4. T.Oncel and P. Fatih, "Pedestrian detection via classification on Riemannian manifolds," IEEE Trans. Pattern Anal. Mach. Intell., vol.30, no.10, pp.1713-1727, Oct. 2008.
5. M.Yadong and Y.Shuicheng, "Discriminative local binary patterns fir human detection in personal album," CVPR, 2008.
6. S.Tang and S.Goto, "Histogram of Template for Human Detection" In International Conference on Acoustics, Speech and Signal, 2010.
7. P. Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features," Conference on Computer Vision and Pattern Recognition, 2001.
8. B.Scholkopf and A.Smola, Learning with Kernels Support Vector Machines, Regularization, Optimization and Beyond, 2002.
9. J.Friedman, T.Hastie, and R.Tibshirani, "Additive logistic regression: A statistical view of boosting," Ann.Stat, vol.28, pp.337-407, 2000.
10. A. Hadid, M. Pietikäinen, and T. Ahonen, "A discriminative feature space for detecting and recognizing faces," IEEE Conference on Computer Vision and Pattern Recognition, pp. 797-804, 2004.
11. T.Ojala, M. Pietikäinen and D.Harwood. "A comparative study of texture measures with classification based on featured distributions," in Pattern Recognition, 29(1):51-59, 1996.
12. Open Computer Vision Library(Opencv), by Intel Corporation.
13. LibSVM [Online], http://www.csie.ntu.edu.tw/-cjlin/libsvm/
14. INRIA Dataset [Online], Avilable: Http://lear.inrialpes.fr/data