Skip to main content
Top
Published in: Cluster Computing 3/2019

23-02-2018

Improved canny detection algorithm for processing and segmenting text from the images

Authors: P. Arunkumar, S. P. Shantharajah, M. Geetha

Published in: Cluster Computing | Special Issue 3/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Generally, the blind peoples have several visual complications in doing their daily actions. So, the computer vision structure is used to developing the visually weakened life eminence. Unfortunately, the world is not contains any type of previous intermediate or interface. The proposed system is able to retrieve the text contents from the images and processes them with various edges. The anticipated system is used to engender the speech as several text documents. This document results with an effectual processing of text and segmenting of text from the images to support in actual text detection. The anticipated process is executed in the working platform of MATLAB and the consequences are examined by the obtainable processes.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Santhana Kumar, D., Ashiq Irphan, K.: Speech Recognition Examination System for physically challenged people using android. J. Res. Comput. Sci. Technol. 2(4) (2016) Santhana Kumar, D., Ashiq Irphan, K.: Speech Recognition Examination System for physically challenged people using android. J. Res. Comput. Sci. Technol. 2(4) (2016)
2.
go back to reference Cecilio, J., Duarte, K., Furtado, P.: BlindeDroid: an information tracking system for real-time guiding of blind people. J. Procedia Comput. Sci. 52, 113–120 (2015)CrossRef Cecilio, J., Duarte, K., Furtado, P.: BlindeDroid: an information tracking system for real-time guiding of blind people. J. Procedia Comput. Sci. 52, 113–120 (2015)CrossRef
3.
go back to reference Anupriya, A., Vijayalakshmi, S.: An efficient examination system for blinds with real time voice interface. J. Comput. Sci. Mob. Comput. 4(3), 345–348 (2015) Anupriya, A., Vijayalakshmi, S.: An efficient examination system for blinds with real time voice interface. J. Comput. Sci. Mob. Comput. 4(3), 345–348 (2015)
4.
go back to reference Khan, S.: Voice based online examination for physically challenged. Int. J. Comput. Sci. Inf. Technol. 5(2), 58–61 (2015) Khan, S.: Voice based online examination for physically challenged. Int. J. Comput. Sci. Inf. Technol. 5(2), 58–61 (2015)
5.
go back to reference Fook, C.Y., Hariharan, M., Yaacob, S., Adom, A.H.: A review: Malay speech recognition and audio visual speech recognition. In: International Conference on Biomedical Engineering, pp. 479–484, 2012 Fook, C.Y., Hariharan, M., Yaacob, S., Adom, A.H.: A review: Malay speech recognition and audio visual speech recognition. In: International Conference on Biomedical Engineering, pp. 479–484, 2012
7.
go back to reference Nereveettil, C.J., Kalamani, M., Valarmathy, S.: Feature selection algorithm for automatic speech recognition based on fuzzy logic. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 3(1) (2014). www.ijareeie.com Nereveettil, C.J., Kalamani, M., Valarmathy, S.: Feature selection algorithm for automatic speech recognition based on fuzzy logic. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 3(1) (2014). www.​ijareeie.​com
8.
go back to reference Ganesh, S., Kumar, S., Shankar, Raj, S.D., Kartik, R.: A novel voice recognition system for dumb people. J. Theor. Appl. Inf. Technol. 56(2), 296–304 (2013) Ganesh, S., Kumar, S., Shankar, Raj, S.D., Kartik, R.: A novel voice recognition system for dumb people. J. Theor. Appl. Inf. Technol. 56(2), 296–304 (2013)
9.
go back to reference Shi, C., Wang, C., Xiao, B., Zhang, Y., Gao, S.: Scene text detection using graph model built upon maximally stable extremal region. Pattern Recognit. Lett. 34(2), 107–116 (2013)CrossRef Shi, C., Wang, C., Xiao, B., Zhang, Y., Gao, S.: Scene text detection using graph model built upon maximally stable extremal region. Pattern Recognit. Lett. 34(2), 107–116 (2013)CrossRef
10.
go back to reference Wang, K., Babenko, B., Belongie, S.: End-to-end scene text recognition. In: International Conference on Computer Vision ICCV 2011, vol. 10, pp. 1457–1464 Wang, K., Babenko, B., Belongie, S.: End-to-end scene text recognition. In: International Conference on Computer Vision ICCV 2011, vol. 10, pp. 1457–1464
11.
go back to reference Sumathi, C.P., Santhanam, T., Gayathri Devi, G.: A survey on various approaches of text extraction images. Int. J. Comput. Sci. Eng. Surv. 3, 27–42 (2012)CrossRef Sumathi, C.P., Santhanam, T., Gayathri Devi, G.: A survey on various approaches of text extraction images. Int. J. Comput. Sci. Eng. Surv. 3, 27–42 (2012)CrossRef
12.
go back to reference Yin, X.-C., Yin, X., Huang, K., Hao, H.W.: Robust text detection in natural scene images. IEEE Trans. Pattern Anal. Mach. Intell. 36, 970–983 (2013) Yin, X.-C., Yin, X., Huang, K., Hao, H.W.: Robust text detection in natural scene images. IEEE Trans. Pattern Anal. Mach. Intell. 36, 970–983 (2013)
15.
go back to reference Naik, A., Patil, K., Patil, V.: E-Blind examination system. J. Innov. Res. Sci. Technol. 1(11), 238–242 (2015) Naik, A., Patil, K., Patil, V.: E-Blind examination system. J. Innov. Res. Sci. Technol. 1(11), 238–242 (2015)
16.
go back to reference Ghosalkar, S., Pandey, S., Padhra, S., Apte, T.: Android application on examination using speech technology for blind people. J. Res. Comput. Commun. Technol. 3(3) (2011). www.ijrcct.org Ghosalkar, S., Pandey, S., Padhra, S., Apte, T.: Android application on examination using speech technology for blind people. J. Res. Comput. Commun. Technol. 3(3) (2011). www.​ijrcct.​org
17.
go back to reference Nandish, M.S., Balaji, C., Shantala, C.P.: An outdoor navigation with voice recognition security application for visually impaired people. J. Eng. Trends Technol. 10(10) (2014). http://www.ijettjournal.org Nandish, M.S., Balaji, C., Shantala, C.P.: An outdoor navigation with voice recognition security application for visually impaired people. J. Eng. Trends Technol. 10(10) (2014). http://​www.​ijettjournal.​org
18.
go back to reference Harsur, A., Chitra, M.: Voice based navigation system for blind people using ultrasonic sensor. J. Recent Innov. Trends Comput. Commun. 3(6), 4117–4122 (2017) Harsur, A., Chitra, M.: Voice based navigation system for blind people using ultrasonic sensor. J. Recent Innov. Trends Comput. Commun. 3(6), 4117–4122 (2017)
Metadata
Title
Improved canny detection algorithm for processing and segmenting text from the images
Authors
P. Arunkumar
S. P. Shantharajah
M. Geetha
Publication date
23-02-2018
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 3/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-2056-8

Other articles of this Special Issue 3/2019

Cluster Computing 3/2019 Go to the issue

Premium Partner