CVL-Database: An Off-line Database for Writer Retrieval, Writer Identification and Word Spotting

被引:163
作者
Kleber, Florian [1 ]
Fiel, Stefan [1 ]
Diem, Markus [1 ]
Sablatnig, Robert [1 ]
机构
[1] Vienna Univ Technol, Inst Comp Aided Automat, Comp Vis Lab, A-1040 Vienna, Austria
来源
2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR) | 2013年
关键词
RECOGNITION;
D O I
10.1109/ICDAR.2013.117
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper a public database for writer retrieval, writer identification and word spotting is presented. The CVL-Database consists of 7 different handwritten texts (1 German and 6 English Texts) and 311 different writers. For each text an RGB color image (300 dpi) comprising the handwritten text and the printed text sample are available as well as a cropped version (only handwritten). A unique ID identifies the writer, whereas the bounding boxes for each single word are stored in an XML file. An evaluation of the best algorithms of the ICDAR and ICHFR writer identification contest has been performed on the CVL-database.
引用
收藏
页码:560 / 564
页数:5
相关论文
共 18 条
[1]   QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification [J].
Al Maadeed, Somaya ;
Ayouby, Wael ;
Hassaine, Abdelaali ;
Aljaam, Jihad Mohamad .
13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, :746-751
[2]  
[Anonymous], C COMP VIS PATT REC
[3]  
Diem M., 2012, Proceedings of the 10th IAPR International Workshop on Document Analysis Systems (DAS 2012), P292, DOI 10.1109/DAS.2012.81
[4]   Text Classification and Document Layout Analysis of Paper Fragments [J].
Diem, Markus ;
Kleber, Florian ;
Sablatnig, Robert .
11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011), 2011, :854-858
[5]  
Djeddi C., 2012, IEEE INT C MACH WEB, P115
[6]   Multi-script Writer Identification Optimized With Retrieval Mechanism [J].
Djeddi, Chawki ;
Siddiqi, Imran ;
Souici-Meslati, Labiba ;
Ennaji, Abdellatif .
13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, :509-514
[7]  
Hassaïne A, 2012, LECT NOTES COMPUT SC, V7667, P584, DOI 10.1007/978-3-642-34500-5_69
[8]   A DATABASE FOR HANDWRITTEN TEXT RECOGNITION RESEARCH [J].
HULL, JJ .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (05) :550-554
[9]   Offline Writer Identification using K-Adjacent Segments [J].
Jain, Rajiv ;
Doermann, David .
11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011), 2011, :769-773
[10]  
Johansson V., 2008, Working papers/Lund University, Department of Linguistics and Phonetics, V53, P61, DOI DOI 10.2174/1874913500801010030