Snatch theft detection using low level features

WCE 2010 - World Congress on Engineering 2010

Volumn 2, Issue , 2010, Pages 862-866

  Ibrahim, Norazlin ^a   Mokri, Siti Salasiah ^a   Siong, Lee Yee ^a   Marzuki Mustafa, M ^a   Hussain, Aini ^a  

^a UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

Author keywords

Kalman filter; Optical flow; Snatch theft; SVM

Indexed keywords

CROWD MOVEMENTS; DETECTION RATES; LOW-LEVEL FEATURES; SIMULATED EVENTS; SNATCH THEFT; SVM; SVM CLASSIFICATION; VIDEO FRAME;

KALMAN FILTERS; OPTICAL FLOWS;

CRIME;

EID: 79959846629     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. M. Marzuki Mustafaa, S. Rozaimah, S. Abdullahb, Rakmi A. Rahmanb. G. O. Young, "Robust on-line control of hexavalent chromium reduction process using a Kalman filter," Journal of Process Control 12 (2002), pp 405-412.
2. I. Haritaoglu, D.Harwood, "W4 : Real-Time Surveillance of People and Their activities, Recent Developments In Human Motion Analysis," IEEE Trans.On Pattern Analysis and Machine Intelligent," 22(8), 2000, pp809-829.
3. W.U Xinyu, O.U Yonsheng and X.U Yang Sheng, , "A detection System for human abnormal behavior", IEEE/RSJ International Conference, 2-6 Aug. 2005, pp. 1204-1208.
4. E. L. Andrade, S. Blundsden and R.B. Fisher, "Characteristics of Optical Flow Anomalies in Pedestrian Traffic". CVPR 2001, vol 1, pp1034-1040
5. Paragios, N. Ramesh, V ,"A MRF-based approach for real-time subway monitoring". CVPR 2001,vol 1, pp1034-1040
6. E.L. Andrade S. Blunsden R.B. Fisher,"Hidden Markov Models for Optical Flow Analysis in Crowds ", ICPR 2006, vol 1, pp460-463
7. B.K.P. Horn,. and BG. Schuck., "Determining Optical Flow," Artificial Intelligent, vol 9, 1981, pp 185-203.
8. N.Ibrahim, S.Riyadi and N.Zakaria," Implementation Of Differential Optical Flow Algorithm In Natural Rigid Video Motion", The IAENG International Conference on Imaging Engineering,2009
9. Cosine Similarity. Available: http://en.wikipedia.org/wiki/Cosine- similarity)
10. th European Conference on Computer Vision, Springer LNCS 3024, Prague, Czech Republic, vol 4, pp 25-36, 2004.
11. C.Clifton,"Change Detection in Overhead Imagery Using Neural Networks", Applied Intelligence,2004. Volume 18 , Pages: 215-234
12. P Reisman,. O. Mano, S. Avidan, A. Shashua, 'Crowd detection in Video sequences', Intelligent Vehicles Symposium, 2004 IEEE.66-71
13. N. Ihaddadene and Chabane Djeraba,' Real - time Crowd Motion Analysis ', International Conference on Pattern Recognition (ICPR) 2008.