Early terminating algorithms for adaboost based detectors

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 1209-1212

  Mahmood, Arif ^a   Khan, Sohaib ^a  

^a LAHORE UNIVERSITY OF MANAGEMENT SCIENCES   (Pakistan)

Author keywords

AdaBoost; Early termination algorithms; Edge corner detection; Object detection

Indexed keywords

ADAPTIVE BOOSTING; ALGORITHMS; EDGE DETECTION; IMAGING SYSTEMS; OBJECT RECOGNITION;

ADABOOST; CANDIDATE LOCATIONS; CORNER DETECTION; CORNER DETECTOR; CURRENT RESPONSE; DECREASING FUNCTIONS; DETECTION PHASE; EARLY TERMINATION ALGORITHM; GLOBAL THRESHOLD; LOSS OF ACCURACY; OBJECT DETECTION; ORDER OF MAGNITUDE; WEAK LEARNER;

DETECTORS;

EID: 77951963506     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5413668     Document Type: Conference Paper

References (8)

1. P.Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features," IEEE CVPR, 2001.
2. P.Viola and M. Jones, "Robust real time face detection," IJCV, 2003.
3. R. Vincenzo and U. Lisa, "An improvement of adaboost for face-detection with motion and color information," ICIAP, 2007.
4. D. Cristinacce and T. Cootes, "Facial feature detection using adaboost with shape constraints," BMVC, 2003.
5. BoWu, Haizhou, C. Huang, and S. Lao, "Fast rotation invariant multi-view face detection based on real adaboost," IEEE FG, 2004.
6. A. Mahmood, "Structure-less object detection using adaboost algorithm," in Int. Conf. Machine Vision, 2007.
7. C. Harris and M. Stephens, "A combined corner and edge detector," in 4th ALVEY vis. conf., Univ. of Manch., England,, 1988.
8. J. Xiao and M. Shah, "Two-framewide baseline matching," IEEE CVPR, 2003.