iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://doi.org/10.5220/0010314406120619
SciTePress - Publication Details
loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Trang M. Nguyen 1 ; 2 ; Long Van Pham 2 and Chien Chu Nguyen 2 ; 1 ; 2

Affiliations: 1 QAI, FPT Software, Hanoi, Vietnam ; 2 University of Engineering and Technology, VNUH, Vietnam

Keyword(s): Digital Transformation, Object Detection, Optical Character Recognition.

Abstract: In this digital transformation era, the demand for automatic pattern extraction from printed materials has never been higher, making it one of the most eminent problems nowadays. In this paper, we propose a new method for pattern recognition in highly complex technical drawings. Our method is a pipeline system that includes two phases: (1) detecting the objects that contain the patterns of interest with improvements to processing large-scale image, and (2) performing character recognition on the objects if they are text patterns with improvements to post-processing task. Our experiments on nearly five thousand real technical drawings show promising results and the capability to reduce manual labeling effort to a great extent.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 173.236.136.203

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Nguyen, T. ; Van Pham, L. ; Nguyen, C. and Van Nguyen, V. (2021). Object Detection and Text Recognition in Large-scale Technical Drawings. In Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-486-2; ISSN 2184-4313, SciTePress, pages 612-619. DOI: 10.5220/0010314406120619

@conference{icpram21,
author={Trang M. Nguyen and Long {Van Pham} and Chien Chu Nguyen and Vinh {Van Nguyen}},
title={Object Detection and Text Recognition in Large-scale Technical Drawings},
booktitle={Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2021},
pages={612-619},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010314406120619},
isbn={978-989-758-486-2},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Object Detection and Text Recognition in Large-scale Technical Drawings
SN - 978-989-758-486-2
IS - 2184-4313
AU - Nguyen, T.
AU - Van Pham, L.
AU - Nguyen, C.
AU - Van Nguyen, V.
PY - 2021
SP - 612
EP - 619
DO - 10.5220/0010314406120619
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic