A Multichannel Approach to Fingerprint Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fractional-Step Dimensionality Reduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria
IEEE Transactions on Pattern Analysis and Machine Intelligence
Writer Adaptation for Online Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Individual Recognition Using Gait Energy Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Study On the Use of 8-Directional Features For Online Handwritten Chinese Character Recognition
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Personalized handwriting recognition via biased regularization
ICML '06 Proceedings of the 23rd international conference on Machine learning
Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
General Averaged Divergence Analysis
ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining
Geometric Mean for Subspace Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
CASIA-OLHWDB1: A Database of Online Handwritten Chinese Characters
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
A face and palmprint recognition approach based on discriminant DCT feature extraction
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Incremental linear discriminant analysis for classification of data streams
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Incremental Linear Discriminant Analysis for Face Recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
User adaptive handwriting recognition by self-growing probabilistic decision-based neural networks
IEEE Transactions on Neural Networks
Discriminative information preservation for face recognition
Neurocomputing
Similar handwritten Chinese character recognition by kernel discriminative locality alignment
Pattern Recognition Letters
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A new writer adaption method based on incremental linear discriminant analysis (ILDA) is presented in this paper. We first provide a more general solution for ILDA and then present a Weighted ILDA (WILDA) approach. Based on ILDA or WILDA, the writer adaptation is performed by updating the LDA transformation matrix and the classifier prototypes in the discriminative feature space. Experimental results show that both ILDA and WILDA are very effective to improve the recognition accuracy for writer adaptation, and WILDA outperforms ILDA. The proposed WILDA based writer adaptation method can reduce as much as 47.88% error rate on the writer-dependent dataset while it only has as less as 0.85% accuracy loss on the writer-independent dataset. It indicates that writer adaption using WILDA can significantly increase the recognition accuracy for the particular writer while having limited impact on the accuracy for general writers.