Evaluation and analysis of a face and voice outdoor multi-biometric system
Pattern Recognition Letters
Palmprint recognition with improved two-dimensional locality preserving projections
Image and Vision Computing
A Novel Approach for Automatic Palmprint Recognition
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Palmprint Linear Feature Extraction and Identification Based on Ridgelet Transforms and Rough Sets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Personal Identification Using Palmprint and Contourlet Transform
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
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
On estimating performance indices for biometric identification
Pattern Recognition
Robust Biometric System Using Palmprint for Personal Verification
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multimodal biometrics: state of the art in fusion techniques
International Journal of Biometrics
Personal authentication using finger vein pattern and finger-dorsa texture fusion
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Personal authentication using hand vein triangulation and knuckle shape
IEEE Transactions on Image Processing
A feature extraction method for use with bimodal biometrics
Pattern Recognition
Performance evaluation of score level fusion in multimodal biometric systems
Pattern Recognition
Directional energy based palmprint identification using non subsampled contourlet transform
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multimodal biometric identification system based on finger geometry, knuckle print and palm print
Pattern Recognition Letters
An evaluation of wavelet kernels for palmprint based recognition
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
A feature level multimodal approach for palmprint identification using directional subband energies
Journal of Network and Computer Applications
A novel representation of palm-print for recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Processing of palm print and blood vessel images for multimodal biometrics
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Stockwell transform based palm-print recognition
Applied Soft Computing
Genetic programming for multibiometrics
Expert Systems with Applications: An International Journal
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
Analysis of performance of palmprint matching with enforced sparsity
Digital Signal Processing
Palmprint based recognition system using local structure tensor and force field transformation
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Palmprint based recognition system using phase-difference information
Future Generation Computer Systems
Expert Systems with Applications: An International Journal
Selection of discriminative sub-regions for palmprint recognition
Multimedia Tools and Applications
A novel hand reconstruction approach and its application to vulnerability assessment
Information Sciences: an International Journal
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This paper proposes a new bimodal biometric system using feature-level fusion of hand shape and palm texture. The proposed combination is of significance since both the palmprint and hand-shape images are proposed to be extracted from the single hand image acquired from a digital camera. Several new hand-shape features that can be used to represent the hand shape and improve the performance are investigated. The new approach for palmprint recognition using discrete cosine transform coefficients, which can be directly obtained from the camera hardware, is demonstrated. None of the prior work on hand-shape or palmprint recognition has given any attention on the critical issue of feature selection. Our experimental results demonstrate that while majority of palmprint or hand-shape features are useful in predicting the subjects identity, only a small subset of these features are necessary in practice for building an accurate model for identification. The comparison and combination of proposed features is evaluated on the diverse classification schemes; naive Bayes (normal, estimated, multinomial), decision trees (C4.5, LMT), κ-NN, SVM, and FFN. Although more work remains to be done, our results to date indicate that the combination of selected hand-shape and palmprint features constitutes a promising addition to the biometrics-based personal recognition systems.