Literature DB >> 26609405

Colour-reproduction algorithm for transmitting variable video frames and its application to capsule endoscopy.

Tareq Khan1, Ravi Shrestha1, Md Shamin Imtiaz1, Khan A Wahid1.   

Abstract

Presented is a new power-efficient colour generation algorithm for wireless capsule endoscopy (WCE) application. In WCE, transmitting colour image data from the human intestine through radio frequency (RF) consumes a huge amount of power. The conventional way is to transmit all R, G and B components of all frames. Using the proposed dictionary-based colour generation scheme, instead of sending all R, G and B frames, first one colour frame is sent followed by a series of grey-scale frames. At the receiver end, the colour information is extracted from the colour frame and then added to colourise the grey-scale frames. After a certain number of grey-scale frames, another colour frame is sent followed by the same number of grey-scale frames. This process is repeated until the end of the video sequence to maintain the colour similarity. As a result, over 50% of RF transmission power can be saved using the proposed scheme, which will eventually lead to a battery life extension of the capsule by 4-7 h. The reproduced colour images have been evaluated both statistically and subjectively by professional gastroenterologists. The algorithm is finally implemented using a WCE prototype and the performance is validated using an ex-vivo trial.

Entities:  

Keywords:  biomedical optical imaging; colour image data transmission; colour similarity; colour-reproduction algorithm; dictionary-based colour generation scheme; endoscopes; gastrointestinal diagnosis; grey-scale frames; human intestine; image colour analysis; image sequences; medical image processing; variable video frame transmission; video sequence; wireless capsule endoscopy

Year:  2015        PMID: 26609405      PMCID: PMC4612308          DOI: 10.1049/htl.2014.0086

Source DB:  PubMed          Journal:  Healthc Technol Lett        ISSN: 2053-3713


  6 in total

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Authors:  Zhou Wang; Alan Conrad Bovik; Hamid Rahim Sheikh; Eero P Simoncelli
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Journal:  Dig Liver Dis       Date:  2011-02       Impact factor: 4.088

3.  Fast image and video colorization using chrominance blending.

Authors:  Liron Yatziv; Guillermo Sapiro
Journal:  IEEE Trans Image Process       Date:  2006-05       Impact factor: 10.856

4.  Subjective and objective quality assessment in wireless teleultrasonography imaging.

Authors:  R H Istepanian; N Philip; M G Martini; N Amso; P Shorvon
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2008

5.  A modular and programmable development platform for capsule endoscopy system.

Authors:  Tareq Hasan Khan; Ravi Shrestha; Khan A Wahid
Journal:  J Med Syst       Date:  2014-05-24       Impact factor: 4.460

6.  Design of a lossless image compression system for video capsule endoscopy and its performance in in-vivo trials.

Authors:  Tareq H Khan; Khan A Wahid
Journal:  Sensors (Basel)       Date:  2014-11-04       Impact factor: 3.576

  6 in total
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1.  Detection of venous needle dislodgement during haemodialysis using fractional order shape index ratio and fuzzy colour relation analysis.

Authors:  Chia-Hung Lin; Wei-Ling Chen; Chung-Dann Kan; Ming-Jui Wu; Yi-Chen Mai
Journal:  Healthc Technol Lett       Date:  2015-11-19

2.  Color reproduction and processing algorithm based on real-time mapping for endoscopic images.

Authors:  Tareq H Khan; Shahed K Mohammed; Mohammad S Imtiaz; Khan A Wahid
Journal:  Springerplus       Date:  2016-01-06
  2 in total

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