A Study on Text Detection Techniques of Printed Documents

被引:0
作者
Khan, Nouman [1 ]
Puri, Shalini [1 ]
机构
[1] Kautilya Inst Technol & Engn, Dept Comp Engn, Jaipur, Rajasthan, India
来源
PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET) | 2016年
关键词
Edge Detection; Corner Detection; Connected Component; Textual Approach; IMAGES; LOCALIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the current era of technology advancements, the number of digital transmission libraries are growing terribly quickly, the necessity to expeditiously index, browse and retrieve transmission data is hyperbolic. In this paper, a technical analysis on textual data identification and extraction from image is given in which various approaches for text detection and extraction are discussed and an evaluation is done on the popularity of approach. Models and their techniques are compared with the help of taxonomy which aims to show how the work flow can be described by various techniques and a study of different classifiers used by different models is also given. Results of various models are shown in the form of recall and precision and we have found that 0.1% of the algorithms achieved more than 99% recall and precision and on the basis of it efficiency of model is found.
引用
收藏
页码:2478 / 2482
页数:5
相关论文
共 31 条
[21]   A comprehensive method for multilingual video text detection, localization, and extraction [J].
Lyu, MR ;
Song, JQ ;
Cai, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (02) :243-255
[22]  
MOLLAH AF, 2012, IEEE, P291
[23]  
Moradi M., 2010, FARSI ARABIC TEXT EX, P1
[24]  
Puri S., 2012, INT J DATA MIN KNOWL, V2, P1
[25]  
Puri S., 2016, IEEE ISCO UNPUB
[26]  
Song Y. J., 2005, TEXT REGION EXTRACTI, V1, P172
[27]  
Sun L, 2009, IEEE INT CON MULTI, P390, DOI 10.1109/ICME.2009.5202516
[28]   Text String Detection From Natural Scenes by Structure-Based Partition and Grouping [J].
Yi, Chucai ;
Tian, YingLi .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (09) :2594-2605
[29]   A generic system for form dropout [J].
Yu, B ;
Jain, AK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (11) :1127-1134
[30]   Text From Corners: A Novel Approach to Detect Text and Caption in Videos [J].
Zhao, Xu ;
Lin, Kai-Hsiang ;
Fu, Yun ;
Hu, Yuxiao ;
Liu, Yuncai ;
Huang, Thomas S. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (03) :790-799