Non-visual environmental imaging and object detection through electrical impedance tomography

Md.Al-Amin Hossain, Jannatul Ferdous, Mehnaz Tabassum

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

1 Citation (Scopus)

Abstract

Image Processing is a quickly developing innovation which serves the purposes of visualization, image sharpening and restoration, image retrieval, measurement of pattern and object recognition. Object detection is the task of finding and identifying objects in an image. In this research work, object is detected using electrical impedance tomography and image processing is used for further reconstruction process. In EIT a number of electrodes have been attached, then currents are applied through the electrodes and due to current, voltage is caused. The voltages data set is calculated to reconstruct an image. 16 electrodes has been used in the system and current applied, then voltage measured. The image reconstruction process used the voltage with the help of back projection algorithm. This technique is better than X-Ray, CT Scan etc. because it has no side effect since it does not create any sort of radiation that could harm human body. Different structural element is used to enhance the image for further processing which improved the accuracy of the result.
Original languageEnglish
Title of host publication2017 4th International Conference on Advances in Electrical Engineering (ICAEE)
Place of PublicationDhaka
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages522-526
Number of pages5
ISBN (Electronic)9781538608692
ISBN (Print)9781538608708
DOIs
Publication statusPublished - Sept 2017
Externally publishedYes
Event4th International Conference on Advances in Electrical Engineering, ICAEE 2017 - Dhaka, Bangladesh
Duration: 28 Sept 201730 Sept 2017

Conference

Conference4th International Conference on Advances in Electrical Engineering, ICAEE 2017
Country/TerritoryBangladesh
CityDhaka
Period28/09/1730/09/17

Keywords

  • Image Processing
  • EIT
  • Object Detection
  • Bit Plane Slicing
  • Laplacian of Gaussian
  • Contrast Stretching

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