Image-based form document retrieval

被引：13

作者：

Liu, JH ^{[1
]}

Jain, AK ^{[1
]}

机构：

[1] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA

来源：

PATTERN RECOGNITION | 2000年 / 33卷 / 03期

关键词：

document analysis; form processing; form recognition; image database; line detection; similarity measure; document retrieval;

D O I：

10.1016/S0031-3203(99)00066-7

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We address the problem of image-based form document retrieval. The essential element of this problem is the definition of a similarity measure that is applicable in real situations. where query images are allowed to differ from the database images. Based on the definition of form signature, we have proposed a similarity measure that is insensitive to translation, scaling, moderate skew (<5 degrees) and variations in the geometrical proportion of the form layout. This similarity measure also has a good tolerance to line detection errors. We have developed a prototype form retrieval system based on the proposed similarity measure. Preliminary experimental results on a database containing 100 different kinds of forms are encouraging. (C) 2000 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.

引用

下载

页码：503 / 513

页数：11

共 50 条

[21] Fingerprint-Based Document Image Retrieval
Dixit, Umesh D.
Shirdhonkar, M. S.
INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2019, 19 (02)
[22] Signature-Based Document Image Retrieval
Zhu, Guangyu
Zheng, Yefeng
Doermann, David
COMPUTER VISION - ECCV 2008, PT III, PROCEEDINGS, 2008, 5304 : 752 - +
[23] UTILIZING IMAGE-BASED FEATURES IN BIOMEDICAL DOCUMENT CLASSIFICATION
Ma, Kaidi
Jeong, Hogyeong
Rohith, M., V
Somanath, Gowri
Tarpine, Ryan
Schutter, Kyle
Blostein, Dorothea
Istrail, Sorin
Kambhamettu, Chandra
Shatkay, Hagit
2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 4451 - 4455
[24] Visualizing Document Image Collections Using Image-Based Word Clouds
Wilkinson, Tomas
Brun, Anders
ADVANCES IN VISUAL COMPUTING, PT I (ISVC 2015), 2015, 9474 : 297 - 306
[25] Image-based Video Retrieval Using Deep Feature
Wang, Mao
Ming, Yuewei
Liu, Qiang
Yin, Jianping
2017 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), 2017, : 334 - 339
[26] Learning Efficient Representations for Image-Based Patent Retrieval
Wang, Hongsong
Zhang, Yuqi
PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT VII, 2024, 14431 : 15 - 26
[27] Content-based document image retrieval in complex document collections
Agam, G.
Argamon, S.
Friedera, O.
Grossman, D.
Lewis, D.
DOCUMENT RECOGNITION AND RETRIEVAL XIV, 2007, 6500
[28] Enhancing Document Image Retrieval in Education: Leveraging Ensemble-Based Document Image Retrieval Systems for Improved Precision
Alzoubi, Yehia Ibrahim
Topcu, Ahmet Ercan
Ozdemir, Erdem
APPLIED SCIENCES-BASEL, 2024, 14 (02):
[29] Document Image Retrieval Based on Visual Saliency Maps
Alaei, Fahimeh
Alaei, Alireza
Pal, Umapada
Blumenstein, Michael
2019 INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION WORKSHOPS (ICDARW) AND 8TH INTERNATIONAL WORKSHOP ON CAMERA-BASED DOCUMENT ANALYSIS AND RECOGNITION, VOL 4, 2019, : 7 - 12
[30] A Feature-based Document Image Retrieval Method
Zhang, Tian
PROCEEDINGS OF THE 2008 CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR 2008), 2008, : 360 - 364

← 1 2 3 4 5 →