Robust head-shoulder detection by PCA-based multilevel HOG-LBP detector for people counting

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2069-2072

  Zeng, Chengbin ^a   Ma, Huadong ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Head shoulder detection; Multilevel HOG LBP detector; PCA; People counting

Indexed keywords

DESCRIPTORS; DETECTION PERFORMANCE; FEATURE SETS; FLOW ESTIMATION; LOCAL BINARY PATTERNS; MULTILEVEL HOG-LBP DETECTOR; PARTIAL OCCLUSIONS; PARTICLE FILTER; PCA; PEOPLE COUNTING; PRINCIPAL COMPONENTS ANALYSIS; RAPID HEAD; SHOULDER DETECTION; STATE-OF-THE-ART ALGORITHMS; SURVEILLANCE SYSTEMS;

PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS;

DETECTORS;

EID: 78149491303     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.509     Document Type: Conference Paper

References (11)

1. P. Kilambi, E. Ribnick, and etc. Estimating pedestrian counts in groups. In CVIU, 2007.
2. M. Li, Z. X. Zhang, K. Q. Huang and T. N. Tan. Estimating the number of people in crowded scenes by MID based foreground segmentation and head-shoulder detection. In ICPR, 2008.
3. N.Dalal and B.Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
4. X. Y. Wang, X. Han and S. C. Yan. An HOG-LBP human detector with partial occlusion handling. In ICCV, 2009.
5. T. Ojala, M. Pietikäinen and T. Mäenpää. Multiresolut- ion gray scale and rotation invariant texture analysis w- ith local binary patterns. In PAMI, 2002.
6. I. T. Joliffe. Principal Component Analysis. Springer-Verlag, 1986
7. T. Chateau, V. Gay-Belille and etc. Real-Time tracking with Classifiers. In ECCV, 2006
8. S. Maji, A. C. Berg and J. Malik. Classification Using Intersection Kernel Support Vector Machines is efficient. In CVPR, 2008.
9. Y. Ke and R. Sukthankar. PCA-SIFT: A more distincti- ve representation for local image descriptors. In CVPR, 2004.
10. P. F. Felzenszwalb, R. B. Grishick, D. McAllister, and D. Ramanan. Object detection with discriminatively trained part based models. In PAMI, 2009.
11. T. Ahonen, A. Hadid and M. Pietikäinen, Face descript- ion with local binary patterns: application to face recog- nition. In PAMI, 2006.