Fundamentals of digital image processing
Fundamentals of digital image processing
IEEE Spectrum
Speaker identification and verification using Gaussian mixture speaker models
Speech Communication
Pattern classification: a unified view of statistical and neural approaches
Pattern classification: a unified view of statistical and neural approaches
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
Hand Recognition Using Implicit Polynomials and Geometric Features
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
RBF Neural Networks for Hand-Based Biometric Recognition
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Including Biometric Authentication in a Smart Card Operating System
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Combining implicit polynomials and geometric features for hand recognition
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Java-Based Internet Biometric Authentication System
IEEE Transactions on Pattern Analysis and Machine Intelligence
A single-sensor hand geometry and palmprint verification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finger surface as a biometric identifier
Computer Vision and Image Understanding
Journal of Intelligent and Robotic Systems
A new approach for hand-palm recognition
Enhanced methods in computer security, biometric and artificial intelligence systems
Personal authentication using hand images
Pattern Recognition Letters
Palmprint identification using feature-level fusion
Pattern Recognition
Biometrics from Brain Electrical Activity: A Machine Learning Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Human hand recognition using IPCA-ICA algorithm
EURASIP Journal on Applied Signal Processing
A 3D face and hand biometric system for robust user-friendly authentication
Pattern Recognition Letters
Hand geometry identification without feature extraction by general regression neural network
Expert Systems with Applications: An International Journal
Biometric verification/identification based on hands natural layout
Image and Vision Computing
Hand image recognition by the techniques of hand shape scaling and image weight scaling
Expert Systems with Applications: An International Journal
Pattern Recognition
Biometric recognition using hand geometry
SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
Multimodal Hand-Palm Biometrics
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Palm extraction and identification
Expert Systems with Applications: An International Journal
Hand Geometry Verification Using Time Series Representation
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Hand-based verification and identification using palm-finger segmentation and fusion
Computer Vision and Image Understanding
Bimodal personal recognition using hand images
Proceedings of the International Conference on Advances in Computing, Communication and Control
A survey of biometric technology based on hand shape
Pattern Recognition
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Finger surface as a biometric identifier
Computer Vision and Image Understanding
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Driving profile modeling and recognition based on soft computing approach
IEEE Transactions on Neural Networks
Palmprint authentication using a symbolic representation of images
Image and Vision Computing
Dynamic tongueprint: A novel biometric identifier
Pattern Recognition
On the Relevance of Image Acquisition Resolution for Hand Geometry Identification Based on MLP
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Image and Vision Computing
Multifeature knuckles parameterization
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Model-guided deformable hand shape recognition without positioning aids
Pattern Recognition
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
Hand shape recognition by hand shape scaling, weight magnifying and finger geometry comparison
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Personal verification using palmprint and hand geometry biometric
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combining fingerprint and hand-geometry verification decisions
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Finger vein recognition with manifold learning
Journal of Network and Computer Applications
Comparison of distance-based features for hand geometry authentication
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Directional energy based palmprint identification using non subsampled contourlet transform
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
HandsDown: hand-contour-based user identification for interactive surfaces
Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries
A feature level multimodal approach for palmprint identification using directional subband energies
Journal of Network and Computer Applications
Ensemble of local and global information for finger-knuckle-print recognition
Pattern Recognition
Exploration of a hand-based graphical password scheme
Proceedings of the 4th international conference on Security of information and networks
Invariant hand biometrics feature extraction
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
A novel personal authentication system using palmprint technology
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Hand geometry based recognition with a MLP classifier
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Identity verification utilizing finger surface features
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Biometric recognition using feature selection and combination
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Palmprint authentication technologies, systems and applications
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Applications of thermal image and extension theory to biometric personal recognition
Expert Systems with Applications: An International Journal
Biometric hand recognition using neural networks
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Contact-free hand geometry-based identification system
Expert Systems with Applications: An International Journal
Hand shape recognition based on coherent distance shape contexts
Pattern Recognition
Hand-geometry based recognition system: a non restricted acquisition approach
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Expert Systems with Applications: An International Journal
The location method of the main hand-shape feature points
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Expert Systems with Applications: An International Journal
Hand shape recognition using Hu and Legendre moments
Proceedings of the 6th International Conference on Security of Information and Networks
A novel hand reconstruction approach and its application to vulnerability assessment
Information Sciences: an International Journal
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A work in defining and implementing a biometric system based on hand geometry identification is presented here. Hand features are extracted from a color photograph taken when the user has placed his hand on a platform designed for such a task. Different pattern recognition techniques have been tested to be used in classification and/or verification from Euclidean distance to neural networks. Experimental results, up to a 97 percent rate of success in classification, will show the possibility of using this system in medium/high security environments with full acceptance from all users.