Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Charting past, present, and future research in ubiquitous computing
ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 1
On face detection in the compressed domain
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
JPEG2000: the upcoming still image compression standard
Pattern Recognition Letters
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Rotation Invariant Neural Network-Based Face Detection
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A General Framework for Object Detection
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Embedded Hardware Face Detection
VLSID '04 Proceedings of the 17th International Conference on VLSI Design
Robust Real-Time Face Detection
International Journal of Computer Vision
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Power aware image transmission in energy constrained wireless networks
ISCC '04 Proceedings of the Ninth International Symposium on Computers and Communications 2004 Volume 2 (ISCC"04) - Volume 02
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
Energy-optimized image communication on resource-constrained sensor platforms
Proceedings of the 6th international conference on Information processing in sensor networks
An FPGA-based people detection system
EURASIP Journal on Applied Signal Processing
Communication-aware face detection using noc architecture
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Effects of JPEG and JPEG2000 compression on face recognition
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
A survey of multimedia streaming in wireless sensor networks
IEEE Communications Surveys & Tutorials
Wireless multimedia sensor networks: A survey
IEEE Wireless Communications
A Bayesian discriminating features method for face detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A new, fast, and efficient image codec based on set partitioning in hierarchical trees
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
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Face detection is one of the most popular areas of computer vision partly due to its many applications such as surveillance, human-computer interaction and biometrics. Recent developments in distributed wireless systems offer new embedded platforms for vision that are characterized by limitations in processing power, memory, bandwidth and available power. Migrating traditional face detection algorithms to this new environment requires taking into consideration these additional constraints. In this chapter, we investigate how image compression, a key processing step in many resource-constrained environments, affects the classification performance of face detection systems. Towards that end, we explore the effects of three well known image compression techniques, namely JPEG, JPEG2000 and SPIHT on face detection based on support vector machines and Adaboost cascade classifiers (Viola-Jones). We also examine the effects of H.264/MPEG-4 AVC video compression on Viola-Jones face detection.