Speaker identification and verification using Gaussian mixture speaker models
Speech Communication
Reliable On-Line Human Signature Verification Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural approaches for human signature verification
ICDAR '95 Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 2) - Volume 2
Writer Identification By Writer's Invariants
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
An On-Line Signature Verification System Using Hidden Markov Model in Polar Space
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
Writers Authentication and Fractal Compression
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
On-line Handwritten Signature Verification Using Wavelets and Back-propagation Neural Networks
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Writer Identification Using Text Line Based Features
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Fast features for face authentication under illumination direction changes
Pattern Recognition Letters
Discerning Structure from Freeform Handwritten Notes
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Writer Identification using Innovative Binarised Features of Handwritten Numerals
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Text-indicated Writer Verification Using Hidden Markov Models
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
An HMM On-line Signature Verifier Incorporating Signature Trajectories
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
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 Directional Element Features and Linear Transform
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
Information Retrieval Based Writer Identification
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Online signature verification using a new extreme points warping technique
Pattern Recognition Letters
Combining Pattern Classifiers: Methods and Algorithms
Combining Pattern Classifiers: Methods and Algorithms
Gaussian Mixture Models for on-line signature verification
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line Signature Verification with Hidden Markov Models
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Off-line Handwriting Identification Using HMM Based Recognizers
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
Distinguishing Text from Graphics in On-Line Handwritten Ink
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
Using HMM Based Recognizers for Writer Identification and Verification
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
Automatic Writer Identification Using Fragmented Connected-Component Contours
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
Handwriting Analysis for Writer Verification
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
An Effective Writer Verification Algorithm Using Negative Samples
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
Automatic Analysis of Multimodal Group Actions in Meetings
IEEE Transactions on Pattern Analysis and Machine Intelligence
HLT '01 Proceedings of the first international conference on Human language technology research
ImprovingWriter Identification by Means of Feature Selection and Extraction
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
On-Line Signature Verification With Two-Stage Statistical Models
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Local and Global Feature Selection for On-line Signature Verification
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
IAM-OnDB - an On-Line English Sentence Database Acquired from Handwritten Text on a Whiteboard
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Statistical Model For Writer Verification
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Dynamic Signature Verification Using Discriminative Training
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A writer identification and verification system
Pattern Recognition Letters
Identity authentication using improved online signature verification method
Pattern Recognition Letters
Off-lineWriter Identification Using Gaussian Mixture Models
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
An Off-line Chinese Writer Retrieval System Based on Text-sensitive Writer Identification
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
A writer identification and verification system using HMM based recognizers
Pattern Analysis & Applications
An HMM on-line signature verification algorithm
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Complete signal modeling and score normalization for function-based dynamic signature verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A set of novel features for writer identification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Scalability analysis of audio-visual person identity verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Automatic speech recognition and speech activity detection in the CHIL smart room
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Browsing recorded meetings with ferret
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Proceedings of the 6th international conference on Multiple Classifier Systems
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Proceedings of the 6th international conference on Multiple Classifier Systems
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Writer identification for smart meeting room systems
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
On-line signature verification using LPC cepstrum and neural networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting
Pattern Recognition Letters
Biometric recognition using online uppercase handwritten text
Pattern Recognition
Handwritten signature identification using basic concepts of graph theory
WSEAS Transactions on Signal Processing
Writer recognition enhancement by means of synthetically generated handwritten text
Engineering Applications of Artificial Intelligence
Writer identification in handwritten musical scores with bags of notes
Pattern Recognition
A Persian writer identification method using swarm-based feature selection approach
International Journal of Biometrics
Identifying the writer of ancient inscriptions and Byzantine codices. A novel approach
Computer Vision and Image Understanding
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In this paper we address the task of writer identification of on-line handwriting captured from a whiteboard. Different sets of features are extracted from the recorded data and used to train a text and language independent on-line writer identification system. The system is based on Gaussian mixture models (GMMs) which provide a powerful yet simple means of representing the distribution of the features extracted from the handwritten text. The training data of all writers are used to train a universal background model (UBM) from which a client specific model is obtained by adaptation. Different sets of features are described and evaluated in this work. The system is tested using text from 200 different writers. A writer identification rate of 98.56% on the paragraph and of 88.96% on the text line level is achieved.