Context and profile based cascade classifier for efficient people detection and safety care system

Multimedia Tools and Applications

Volumn 63, Issue 1, 2013, Pages 27-44

  Lee, Kang Dae ^a   Nam, Mi Young ^b   Chung, Kyung Yong ^c   Lee, Young Ho ^d   Kang, Un Gu ^d  

^a Yonsei University Wonju   (South Korea)

^b YM Naeultech   (South Korea)

^c Sangji University   (South Korea)

^d Gachon University College of Medicine   (South Korea)

Author keywords

Context awareness; Feature selection; Human detection; Tracking

Indexed keywords

BETTER PERFORMANCE; CASCADE CLASSIFIERS; CONTEXT-AWARENESS; EDGE INFORMATION; EXTRACTION METHOD; GEOMETRICAL SHAPES; HUMAN DETECTION; TRACE INFORMATION;

EXTRACTION; FEATURE EXTRACTION; MULTIMEDIA SYSTEMS; SURFACE DISCHARGES;

IMAGE PROCESSING;

EID: 84874933898     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-012-1020-5     Document Type: Article

References (22)

1. Brostow G-J, Cipolla R (2006) Unsupervised Bayesian detection of independent motion in crowds. Proc IEEE Int Conf Comput Vis Pattern Recog I:594-601
2. Comaniciu D, Ramesh V, Andmeer P (2003) Kernel-based object tracking. IEEE Trans Pattern Anal Mach Intell 25:564-575
3. Dalal N, Triggs B (2005) "Histograms of Oriented Gradients for Human Detection," INRIA Rh.one-Alps, 655 avenue de l'Europe, Montbonnot 38334, France CVPR
4. Edwards G, Taylor C, Cootes T (1998) "Interpreting face images using active appearance models," In International Conference on Face and Gesture Recognition, pp 300-305
5. Elgammal A, Duraiswami R, Harwood D, Anddavis L (2002) Background and foreground modeling using nonparametric kernel density estimation for visual surveillance. Proc IEEE 7:1151-1163
6. Fieguth P, Terzopoulos D (1997) "Color-based tracking of heads and other mobile objects at video frame rates" In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp 21-27
7. Jia H-X, Zhang Y-J (2007) "Fast Human Detection by Boosting Histograms of Oriented Gradients" Fourth International Conference on Image and Graphics, pp 683-688
8. Li M, Zhang Z, Huang K, Tan T (2009) "Rapid and Robust human detection and tracking based on omega-shape features" Proceeding of the International Conference on Image Processing (ICIP), pp 2517-2520
9. Liu C (2003) A Bayesian discriminating features method for face detection. IEEE Trans Pattern Anal Mach Intell 25(6):725-740
10. Mi Young Nam, Phill Kyue Rhee (2005) "An efficient Face Location using Integrated Feature Space." Knowledge-based & Intelligent Information & System Engineering KES, LNAI 3682:327-335
11. Mi Young Nam, Suman Sedai, Phill Kyue Rhee (2006) "Context-Awareness based Adaptive Classifier Combination for Object Recognition." International Conference on Intelligent Computer ICIC, LNCIS 345:201-210
12. Paragios N, Deriche R (2002) Geodesic active regions and level set methods for supervised texture segmentation. Int J Comput Vis 46(3):223-247
13. Phillips P (1999) The FERET database and evoluation procedure for face recognition algorithms. Image Vision Comput 16(5):295-306
14. Rabaud V, Belongie S (2006) Counting Crowded Moving Objects, In Proc Conference on Computer Vision and Pattern Recognition (CVPR'6), pp 705-711
15. Ramanan D, Forsyth DA, Zisserman A (2007) Tracking people by learning their appearance. PAMI 29:65-81
16. Sangmin Oh, Hoogs A (2010) "Unsupervised Learning of Activities in Video Using Scene Context," ICPR 2010, pp 3579-3582
17. Sigal L, Black MJ (2006) Measure locally, reason globally: occlusion-sensitive articulated pose estimation. CVPR
18. Sminchisescu C, Kanaujia A, Metaxas DN (2007) BM3E: discriminative density propagation for visual tracking. PAMI 29:2030-2044
19. Teknomo K, Gerilla G-P (2009) "Pedestrian Static Trajectory Analysis of a Hypermarket." Proc East Asia Soc Transp Stud 7
20. Viola PA, Jones MJ, Snow D (2003) "Detecting Pedestrians Using Patterns of Motion and Appearance'" ICCV 2003, pp 734-741
21. Xu H, Lv P, Meng L (2010) A people counting system based on head-shoulder detection and tracking in surveillance video. International Conference on Computer Design and Applications (ICCDA 2010) 1:394-398
22. Yilmaz A, Javed O, Shah M (2006) Object tracking: a survey. ACM Comput Surv 38(4), Article 13