Combination of contextual information for handwritten word recognition

被引：3
|
作者：
Koch, G [1 ]
Paquet, T [1 ]
Heutte, L [1 ]
机构：
[1] Univ Rouen, Lab PSI, FRE 2645, CNRS, Rouen, France
来源：
NINTH INTERNATIONAL WORKSHOP ON FRONTIERS IN HANDWRITING RECOGNITION, PROCEEDINGS | 2004年
关键词：
D O I：
10.1109/IWFHR.2004.27
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, we present a method for the recognition of handwritten words extracted from real incoming mail documents. The word recognition process is based on three different sources of information: outputs of a character classifier, contextual information extracted from word shapes and some a priori knowledge. Reported results demonstrate the benefit of those additional information on the word recognition rates. This approach is evaluated on a database of 5000 words examples.
引用
收藏
页码：468 / 473
页数：6
相关论文
共 50 条
  • [21] Handwritten isolated word recognition: An approach based on Mutual Information for feature set validation
    Freitas, COA
    Bortolozzi, F
    Sabourin, R
    [J]. SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS, 2001, : 665 - 669
  • [22] An offline cursive handwritten word recognition system
    Tay, YH
    Lallican, PM
    Khalid, M
    Viard-Gaudin, C
    Knerr, S
    [J]. IEEE REGION 10 INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONIC TECHNOLOGY, VOLS 1 AND 2, 2001, : 519 - 524
  • [23] WORD RECOGNITION TECHNIQUES FOR KANNADA HANDWRITTEN DOCUMENTS
    Sureka, Tulika
    Swetha, K. S. N.
    Arora, Isha
    Mamatha, H. R.
    [J]. 2019 10TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2019,
  • [24] Using lexical similarity in handwritten word recognition
    Park, J
    Govindaraju, V
    [J]. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, VOL II, 2000, : 290 - 295
  • [25] Fusion of multiple handwritten word recognition techniques
    Verma, B
    Gader, P
    Chen, W
    [J]. PATTERN RECOGNITION LETTERS, 2001, 22 (09) : 991 - 998
  • [26] Cascading BLSTM Networks For Handwritten Word Recognition
    Stuner, Bruno
    Chatelain, Clement
    Paquet, Thierry
    [J]. 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 3416 - 3421
  • [27] Nonuniform slant correction for handwritten word recognition
    Taira, E
    Uchida, S
    Sakoe, H
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2004, E87D (05) : 1247 - 1253
  • [28] Chaincode contour processing for handwritten word recognition
    Madhvanath, S
    Kim, G
    Govindaraju, V
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1999, 21 (09) : 928 - 932
  • [29] The Choquet fuzzy integral in handwritten word recognition
    Gader, PD
    Mohamed, MA
    [J]. DOCUMENT RECOGNITION III, 1996, 2660 : 309 - 320
  • [30] Fusion of multiple handwritten word recognition techniques
    [J]. Verma, B., 2000, IEEE, Piscataway, NJ, United States (02):
12345