Head detection inside vehicles with a modified SVM for safer airbags

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2001, Pages 268-272

  Reyna, R ^a   Giralt, A ^a   Esteve, D ^a  

^a LAAS CNRS   (France)

Author keywords

Airbag control; Face recognition; SVM classification and image analysis

Indexed keywords

AUTOMOBILE SEATS; CAMERAS; COMPUTER SIMULATION; FACE RECOGNITION; IMAGE ANALYSIS; LEARNING ALGORITHMS; LEARNING SYSTEMS; NEURAL NETWORKS; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; STEREO VISION; THREE DIMENSIONAL COMPUTER GRAPHICS;

AIRBAG CONTROL; HEAD DETECTION; PASSENGER OCCUPANCY DETECTION SYSTEM; SUPPORT VECTOR MACHINE;

AUTOMOBILE AIR BAGS;

EID: 0034774114     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Inside vehicle perception for safety applications
2. Detection and classification of passenger seat occupancy using stereovision
3. Applying SVMs to face detection
4. Statistical learning theory
5. A tutorial on support vector machines for pattern recognition
6. View-based 3D object recognition with support vector machines
7. Properties of support vector machines
8. Implementation of the SVM Neural Network Generalization Function for Image Processing