Off-line unconstrained handwritten word recognition

被引：2
|
作者：
Cai, JH
Liu, ZQ
机构：
来源：
ANZIIS 96 - 1996 AUSTRALIAN NEW ZEALAND CONFERENCE ON INTELLIGENT INFORMATION SYSTEMS, PROCEEDINGS | 1996年
关键词：
unconstrained handwritten word recognition; writer independent; gabor filter; dynamic programming; fuzzy inference;
D O I：
10.1109/ANZIIS.1996.573933
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 describe our system for writer independent, off-line unconstrained handwritten word recognition. First, we present a new method to automatically determine the parameters of Gabor filters to extract features from slant and tilt corrected images. An algorithm is also developed to translate 2D images to 1D domain. Finally, we propose a modified dynamic programming method with fuzzy inference to recognize words. Our initial experiments have shown encouraging results.
引用
收藏
页码：199 / 202
页数：4
相关论文
共 50 条
  • [1] Off-line unconstrained handwritten word recognition
    Cai, JH
    Liu, ZQ
    [J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2000, 14 (03) : 259 - 280
  • [2] An HMM-based approach for off-line unconstrained handwritten word modeling and recognition
    El-Yacoubi, A
    Gilloux, M
    Sabourin, R
    Suen, CY
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1999, 21 (08) : 752 - 760
  • [3] Automatic recognition of unconstrained off-line Bangla handwritten numerals
    Pal, U
    Chaudhuri, BB
    [J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS, 2000, 1948 : 371 - 378
  • [4] Off-line unconstrained Farsi handwritten word recognition using fuzzy vector quantization and hidden Markov word models
    Dehghan, M
    Faez, K
    Ahmadi, M
    Shridhar, M
    [J]. 15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 351 - 354
  • [5] Off-line Bangla handwritten word recognition: a holistic approach
    Bhowmik, Showmik
    Malakar, Samir
    Sarkar, Ram
    Basu, Subhadip
    Kundu, Mahantapas
    Nasipuri, Mita
    [J]. NEURAL COMPUTING & APPLICATIONS, 2019, 31 (10): : 5783 - 5798
  • [6] Off-line Bangla handwritten word recognition: a holistic approach
    Showmik Bhowmik
    Samir Malakar
    Ram Sarkar
    Subhadip Basu
    Mahantapas Kundu
    Mita Nasipuri
    [J]. Neural Computing and Applications, 2019, 31 : 5783 - 5798
  • [7] An off-line handwritten Thai alphabet recognition system for unconstrained handwriting styles
    Tanprasert, T
    Jitwongtrakul, K
    Taechotanon, S
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2001, 9 (06) : 791 - 801
  • [8] An off-line handwritten Thai alphabet recognition system for unconstrained handwriting styles
    Tanprasert, Thitipong
    Jitwongtrakul, Kamolchol
    Taechotanon, Sarachai
    [J]. 2001, World Scientific Publishing Co. Pte. Ltd (09):
  • [9] A multi-stream approach to off-line handwritten word recognition
    Kessentini, Yousri
    Paquet, Thierry
    Benhamadou, AbdelMajid
    [J]. ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2007, : 317 - +
  • [10] ISIHWD: A Database for Off-line Handwritten Word Recognition and Writer Identification
    Das Gupta, Jija
    Samanta, Soumitra
    [J]. 2017 NINTH INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION (ICAPR), 2017, : 82 - 87
12345