Moving cast shadow elimination for robust vehicle extraction based on 2D joint vehicle/shadow models

Proceedings - IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2003

Volumn , Issue , 2003, Pages 229-236

  Yoneyama, A ^a   Yeh, C H ^a   Kuo, C C J ^a  

^a Signal and Image Processing Institute Department of Electrical Engineering University of Southern California ^*  (United States)

Author keywords

Calibration; Cameras; Data mining; Intelligent vehicles; Light sources; Monitoring; Road transportation; Robustness; Surveillance; Vehicle detection

Indexed keywords

ALGORITHMS; CALIBRATION; CAMERAS; DATA MINING; EXTRACTION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; LIGHT SOURCES; MONITORING; OBJECT DETECTION; ROBUSTNESS (CONTROL SYSTEMS); SECURITY SYSTEMS; SIGNAL DETECTION; SPACE SURVEILLANCE; TRANSPORTATION;

CAMERA CALIBRATION; HIGHWAY SURVEILLANCE SYSTEM; INPUT VIDEOS; MONITORING SYSTEM; MOVING CAST SHADOWS; ROAD TRANSPORTATION; VEHICLE DETECTION; VEHICLE EXTRACTIONS;

VEHICLES;

EID: 84945192520     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AVSS.2003.1217926     Document Type: Conference Paper

References (9)

1. Da-shan Gao, Jie Zhou and Le-ping Xin, "A novel algorithm of adaptive background estimation", IEEE Proc. International Conference on Image Processing, Vol.2 pp.395-398, Oct. 2001
2. Belle L. Tseng, Ching-Yung Lin and John R. Smith, "Real-time video surveillance for traffic monitoring using virtual line analysis", IEEE Proc. International Conference on Multimedia and Expo, Vol.2 pp.541-544, 2002
3. Rita Cucchiara, Costantino Grana, Massimo Piccardi, Andrea Prati and Stefano Sirotti, "Improving shadow suppression in moving object detection with HSV color information", IEEE Proc. International Conference on Intelligent Transportation Systems, pp.334-339, Aug. 2001.
4. Ivana Mikic, Pamela C. Cosman, Greg T. Kogut, Mohan and M. Trivedi, "Moving shadow and object detection in traffic scenes", IEEE Proc. International Conference on Pattern Recognition, Vol.1 pp.321-324, Aug. 2000.
5. George S. K.Fung, Nelson H. C. Yung, Grantham K. H. Pang, and Andrew H. S. Lai, "Effective moving cast shadow detection for monocular color image sequences", IEEE Proc. Image Analysis and Processing, pp.404-409, Sep.2001.
6. Andrew H. S. Lai, George S. K. Fung and Nelson H. C. Yung, "Vehicle type classification from visual-based dimension estimation", IEEE Proc. International Conference on Intelligent Transportation Systems, pp.201-206, Aug. 2001
7. Andrea Prati, Ivana Mikic, Costantino Grana, and Mohan M. Trivedi, "Shadow detection algorithm for traffic flow analysis: a comparative study", IEEE Proc. International Conference on Intelligent Transportation Systems, pp.340-345, Aug. 2001.
8. Nelson H. C. Yung, and Andrew H. S. Lai, "Detection of vehicle occlusion using a generalized deformable model", IEEE Proc. of International Symposium on Circuits and Systems, Vol.IV pp.154-157, May 1998.
9. Young-Kee Jung and Yo-Sung Ho, "Traffic parameter extraction using video-based vehicle tracking", IEEE Proc. International Conference on Intelligent Transportation Systems, pp. 754-769, Oct. 1999.