A fast sequential method for polygonal approximation of digitized curves
Computer Vision, Graphics, and Image Processing
A structural/statistical feature based vector for handwritten character recognition
Pattern Recognition Letters
Pattern Recognition Letters
A method of extracting curvature features and its application to handwritten character recognition
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Machine and Human Recognition of Segmented Characters from Handwritten Words
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Defining Writer's Invariants to Adapt the Recognition Task
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Writer Identification By Writer's Invariants
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
Writer Identification Using Text Line Based Features
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
A Novel Feature Extraction Technique for the Recognition of Segmented Handwritten Characters
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Individuality of Handwritten Characters
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Analysis of Handwriting Individuality Using Word Features
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Writer Identification based on the fractal construction of a reference base
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Writer Identification Using Edge-Based Directional Features
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handwriting and Signature: One or Two Personality Identifiers?
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Using HMM Based Recognizers for Writer Identification and Verification
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
A Comparison of Clustering Methods for Writer Identification and Verification
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A writer identification and verification system
Pattern Recognition Letters
Off-lineWriter Identification Using Gaussian Mixture Models
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
Text-Independent Writer Identification and Verification Using Textural and Allographic Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Writer Identification in Handwritten Documents
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
Curvelets Based Queries for CBIR Application in Handwriting Collections
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 02
Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters
IEEE Transactions on Computers
Combining Contour Based Orientation and Curvature Features for Writer Recognition
CAIP '09 Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns
Writer Identification and Verification
Writer Identification and Verification
A Set of Chain Code Based Features for Writer Recognition
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A set of geometrical features for writer identification
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Texture-based descriptors for writer identification and verification
Expert Systems with Applications: An International Journal
Writer identification in handwritten musical scores with bags of notes
Pattern Recognition
Offline text-independent writer identification using codebook and efficient code extraction methods
Image and Vision Computing
Text-independent writer recognition using multi-script handwritten texts
Pattern Recognition Letters
A novel sparse model based forensic writer identification
Pattern Recognition Letters
Off-line hand written input based identity determination using multi kernel feature combination
Pattern Recognition Letters
Hi-index | 0.01 |
We propose an effective method for automatic writer recognition from unconstrained handwritten text images. Our method relies on two different aspects of writing: the presence of redundant patterns in the writing and its visual attributes. Analyzing small writing fragments, we seek to extract the patterns that an individual employs frequently as he writes. We also exploit two important visual attributes of writing, orientation and curvature, by computing a set of features from writing samples at different levels of observation. Finally we combine the two facets of handwriting to characterize the writer of a handwritten sample. The proposed methodology evaluated on two different data sets exhibits promising results on writer identification and verification.