Audio Feature Extraction and Analysis for Scene Segmentation and Classification
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Multimedia Signal Processors: An Architectural Platform with Algorithmic Compilation
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Line-Based Face Recognition under Varying Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face and Eye Detection by CNN Algorithms
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A New Neuro-Fuzzy Classifier with Application to On-Line Face Detection and Recognition
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IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition Using Line Edge Map
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Journal of VLSI Signal Processing Systems
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IEEE Transactions on Pattern Analysis and Machine Intelligence
Subspace Classification for Face Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
A Head Gesture Recognition Algorithm
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Human Face Identification Using Invariant Descriptions and a Genetic Algorithm
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
On the Application of Heteroassociative Morphological Memories to Face Localization
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Face and Facial Landmarks Location Based on Log-Polar Mapping
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Enhanced Fisherfaces for Robust Face Recognition
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Rotation Invariant Neural Network-Based Face Detection
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
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ACM Computing Surveys (CSUR)
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Real-Time Imaging - Special issue on spectral imaging
Face recognition with Multilevel B-Splines and Support Vector Machines
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
A Fully Automated Face Recognition System Under Different Conditions
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
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ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
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Computer Vision and Image Understanding
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Pattern Recognition Letters
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Pattern Recognition Letters
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Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Interest Operator versus Gabor filtering for facial imagery classification
Pattern Recognition Letters
2D and 3D face recognition: A survey
Pattern Recognition Letters
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EURASIP Journal on Applied Signal Processing
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Probabilistic based recursive model for adaptive processing of data structures
Expert Systems with Applications: An International Journal
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Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
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CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
A simple and effective real-time eyes detection human detection without training procedure
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
Classification of face images using local iterated function systems
Machine Vision and Applications
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
A multiexpert collaborative biometric system for people identification
Journal of Visual Languages and Computing
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Pattern Recognition
Portrait Identification in Digitized Paintings on the Basis of a Face Detection System
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Robust visual similarity retrieval in single model face databases
Pattern Recognition
Uncontrolled face recognition by individual stable neural network
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
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ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
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Machine Vision and Applications
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IEEE Transactions on Information Forensics and Security
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Journal of Medical Systems
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ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
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Applied Soft Computing
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AIS'11 Proceedings of the Second international conference on Autonomous and intelligent systems
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Pattern Recognition Letters
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SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
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ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Effective face detection using a small quantity of training data
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Expert Systems with Applications: An International Journal
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International Journal of System Dynamics Applications
Robotics and Autonomous Systems
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
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This paper proposes a face recognition system, based on probabilistic decision-based neural networks (PDBNN). With technological advance on microelectronic and vision system, high performance automatic techniques on biometric recognition are now becoming economically feasible. Among all the biometric identification methods, face recognition has attracted much attention in recent years because it has potential to be most nonintrusive and user-friendly. The PDBNN face recognition system consists of three modules: First, a face detector finds the location of a human face in an image. Then an eye localizer determines the positions of both eyes in order to generate meaningful feature vectors. The facial region proposed contains eyebrows, eyes, and nose, but excluding mouth (eye-glasses will be allowed). Lastly, the third module is a face recognizer. The PDBNN can be effectively applied to all the three modules. It adopts a hierarchical network structures with nonlinear basis functions and a competitive credit-assignment scheme. The paper demonstrates a successful application of PDBNN to face recognition applications on two public (FERET and ORL) and one in-house (SCR) databases. Regarding the performance, experimental results on three different databases such as recognition accuracies as well as false rejection and false acceptance rates are elaborated. As to the processing speed, the whole recognition process (including PDBNN processing for eye localization, feature extraction, and classification) consumes approximately one second on Sparc10, without using hardware accelerator or co-processor