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» Offline Handwriting Recognition using Genetic Algorithm
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ICDAR
2003
IEEE
15 years 3 months ago
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer
In off-line handwriting recognition, classifiers based on hidden Markov models (HMMs) have become very popular. However, while there exist well-established training algorithms, s...
Simon Günter, Horst Bunke
ICDAR
2009
IEEE
14 years 7 months ago
ICDAR 2009 Handwriting Segmentation Contest
The Handwriting Segmentation Contest was organized in the context of ICDAR2009 conference in order to record recent advances in off-line handwriting segmentation. This paper descr...
Basilios Gatos, Nikolaos Stamatopoulos, Georgios L...
ICDAR
2011
IEEE
13 years 9 months ago
OCR-Driven Writer Identification and Adaptation in an HMM Handwriting Recognition System
—We present an OCR-driven writer identification algorithm in this paper. Our algorithm learns writer-specific characteristics more precisely from explicit character alignment usi...
Huaigu Cao, Rohit Prasad, Prem Natarajan
ICDAR
2009
IEEE
14 years 7 months ago
Recognition-Based Segmentation Algorithm for On-Line Arabic Handwriting
In this paper, we introduce an on-line Arabic handwritten recognition system based on new stroke segmentation algorithm. The proposed algorithm uses an over segmentation method th...
Khaled Daifallah, Nizar Zarka, Hassan Jamous
KI
2010
Springer
14 years 8 months ago
An Extensible Modular Recognition Concept That Makes Activity Recognition Practical
Abstract. In mobile and ubiquitous computing, there is a strong need for supporting different users with different interests, needs, and demands. Activity recognition systems for c...
Martin Berchtold, Matthias Budde, Hedda Rahel Schm...