A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Face Detection and Gesture Recognition for Human-Computer Interaction
Face Detection and Gesture Recognition for Human-Computer Interaction
Robust Real-Time Face Detection
International Journal of Computer Vision
Tyzx DeepSea High Speed Stereo Vision System
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 3 - Volume 03
Face detection for automatic exposure control in handheld camera
ICVS '06 Proceedings of the Fourth IEEE International Conference on Computer Vision Systems
A Parallel Architecture for Hardware Face Detection
ISVLSI '06 Proceedings of the IEEE Computer Society Annual Symposium on Emerging VLSI Technologies and Architectures
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
A Fast Algorithm of Face Detection for Driver Monitoring
ISDA '06 Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications - Volume 02
An FPGA-based people detection system
EURASIP Journal on Applied Signal Processing
Fast Group Verification System for Intelligent Robot Service
IEEE Transactions on Consumer Electronics
A novel SoC architecture on FPGA for ultra fast face detection
ICCD'09 Proceedings of the 2009 IEEE international conference on Computer design
Parameterized hardware design on reconfigurable computers: an image processing case study
International Journal of Reconfigurable Computing - Special issue on selected papers from spl 2009 programmable logic and applications
An FPGA-based fast classifier with high generalization property
ACM SIGARCH Computer Architecture News
Face detection system for SVGA source with hecto-scale frame rate on FPGA board
Microprocessors & Microsystems
Journal of Parallel and Distributed Computing
Efficient compilation of CUDA kernels for high-performance computing on FPGAs
ACM Transactions on Embedded Computing Systems (TECS) - Special issue on application-specific processors
A hardware architecture for real-time object detection using depth and edge information
ACM Transactions on Embedded Computing Systems (TECS)
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This paper presents a hardware architecture for face detection based system on AdaBoost algorithm using Haar features. We describe the hardware design techniques including image scaling, integral image generation, pipelined processing as well as classifier, and parallel processing multiple classifiers to accelerate the processing speed of the face detection system. Also we discuss the optimization of the proposed architecture which can be scalable for configurable devices with variable resources. The proposed architecture for face detection has been designed using Verilog HDL and implemented in Xilinx Virtex-5 FPGA. Its performance has been measured and compared with an equivalent software implementation. We show about 35 times increase of system performance over the equivalent software implementation.