Digital video processing
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
LAFTER: Lips and Face Real-Time Tracker
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
LISTEN: A System for Locating and Tracking Individual Speakers
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
Information Theoretic View-Based and Modular Face Detection
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
Probabilistic visual learning for object detection
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Support Vector Machines: Training and Applications
Support Vector Machines: Training and Applications
Learning and example selection for object and pattern detection
Learning and example selection for object and pattern detection
Face detection using quantized skin color regions merging andwavelet packet analysis
IEEE Transactions on Multimedia
Fast algorithms for DCT-domain image downsampling and for inverse motion compensation
IEEE Transactions on Circuits and Systems for Video Technology
A highly efficient system for automatic face region detection in MPEG video
IEEE Transactions on Circuits and Systems for Video Technology
Automatic Closed Caption Detection and Font Size Differentiation in MPEG Video
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Motion Activity Based Shot Identification and Closed Caption Detection for Video Structuring
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Face recognition in JPEG and JPEG2000 compressed domain
Image and Vision Computing
Face detection directly from H.264 compressed video with convolutional neural network
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Face detection in resource constrained wireless systems
Mobile Multimedia Processing
Detection of human faces in a compressed domain for video stratification
The Visual Computer: International Journal of Computer Graphics
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We propose a fast face detection algorithm that works directly on the compressed DCT domain. Unlike the previous DCT domain processing designs that are mainly based on skin-color detection, our algorithm analyzes both color and texture information contained in the DCT parameters, therefore could generate more reliable detection results. Our texture analysis is mainly based on statistical model training and detection. A number of fundamental problems, e.g., block quantization, preprocessing in the DCT domain, and feature vector selection and classification in the DCT domain, are discussed.