Strategies for combining on-line and off-line information in an on-line handwriting recognition system

被引：9

作者：

Gauthier, N ^{[1
]}

Artières, T ^{[1
]}

Dorizzi, B ^{[1
]}

Gallinari, P ^{[1
]}

机构：

[1] Univ Paris 06, F-75015 Paris, France

来源：

SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS | 2001年

关键词：

D O I：

10.1109/ICDAR.2001.953823

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper investigates the cooperation of on-line and off-line handwriting word recognition systems. Our goal is to improve a mature on-line recognition system by exploiting the complementary information present in the off-line representation built from on-line signal. After describing the on-line and off-line HMM based handwriting recognition systems. we propose a formal framework. which allows describing different strategies for combining the two HMMs. These schemes are then evaluated on the UNIPEN database, both for isolated character and word recognition tasks.

引用

页码：412 / 416

页数：3

共 50 条

[1] Combining on-line and off-line systems for handwriting recognition
Liwicki, Marcus
Bunke, Horst
[J]. ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2007, : 372 - 376
[2] On-line and off-line handwriting recognition: A comprehensive survey
Plamondon, R
Srihari, SN
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (01) : 63 - 84
[3] Combining diverse on-line and off-line systems for handwritten text line recognition
Liwicki, Marcus
Bunke, Horst
[J]. PATTERN RECOGNITION, 2009, 42 (12) : 3254 - 3263
[4] ON-LINE AND OFF-LINE STRATEGIES FOR PREVENTING DEPRESSION
Smit, F.
Cuijpers, P.
[J]. EUROPEAN PSYCHIATRY, 2009, 24
[5] Off-line character recognition using on-line character writing information
Nishimura, H
Timikawa, T
[J]. SEVENTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2003, : 168 - 172
[6] Is the Notion of Divisible On-Line/Off-Line Signatures Stronger than On-Line/Off-Line Signatures?
Au, Man Ho
Susilo, Willy
Mu, Yi
[J]. PROVABLE SECURITY, PROCEEDINGS, 2009, 5848 : 129 - 139
[7] Off-line Features Integration for On-line Handwriting Graphemes Modeling Improvement
Boubaker, Houcine
Chaabouni, Aymen
Tagougui, Najiba
Kherallah, Monji
Alimi, Adel M.
El Abed, Haikal
[J]. 13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, : 69 - 74
[8] Combining Approaches to On-line Handwriting Information Retrieval
Saldarriaga, Sebastian Pena
Viard-Gaudin, Christian
Morin, Emmanuel
[J]. DOCUMENT RECOGNITION AND RETRIEVAL XVII, 2010, 7534
[9] Divisible On-Line/Off-Line Signatures
Gao, Chong-zhi
Wei, Baodian
Xie, Dongqing
Tang, Chunming
[J]. TOPICS IN CRYPTOLOGY - CT-RSA 2009, PROCEEDINGS, 2009, 5473 : 148 - +
[10] On-line/off-line digital signatures
Even, S
Goldreich, O
Micali, S
[J]. JOURNAL OF CRYPTOLOGY, 1996, 9 (01) : 35 - 67

← 1 2 3 4 5 →