DocumentCode :
606401
Title :
Structural enhancement of digital X-ray image of bone with a suitable denoising technique
Author :
Kundu, Rupam
Author_Institution :
A.K. Choudhury Sch. of Inf. Technol., Univ. of Calcutta, Kolkata, India
fYear :
2013
fDate :
28-30 March 2013
Firstpage :
17
Lastpage :
22
Abstract :
X-ray image is the noninvasive medical test that is commonly used for visual verification of bone anatomy and bone structure. X-ray image sometimes lack sharpness and clarity of bone details. In this paper we have performed a structural enhancement of digital X-ray images of bones, using Gaussian higher order derivative operation with a prior suitable PND-NLM denoising technique. To the best of our knowledge the proposed technique for structure enhancement of digital X-ray bone images is first of its kind. The denoising process efficiently cleans noise, preserves fine information and processes the large sized digital image at very high speed. The experimental results of the method on digital radiograph image demonstrate the advantage of the technique. MATLAB2009b image processing toolbox was used for simulation and verification of the proposed methodology.
Keywords :
bone; diagnostic radiography; image denoising; medical image processing; Gaussian higher order derivative operation; MATLAB2009b image processing toolbox; PND-NLM denoising technique; X-ray image denoising technique; bone anatomy visual verification; bone digital X-ray image; bone structure visual verification; digital X-ray image structural enhancement; digital radiograph image; noninvasive medical test; Bones; Kernel; Noise measurement; Noise reduction; PSNR; X-ray imaging; Gaussian higher order derivative; X-ray(radiograph) image enhancement; image denoising; principal neighborhood dictionaries Non local means (PND-NLM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Medical Informatics and Telemedicine (ICMIT), 2013 Indian Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4673-5840-8
Type :
conf
DOI :
10.1109/IndianCMIT.2013.6529401
Filename :
6529401
Link To Document :
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