UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 6
June-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2106400


Registration ID:
310999

Page Number

c956-c963

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Title

ACCURATE AND FAST DYNAMIC SUBPIXEL BASED TUMOR IMAGE RECOGNITION

Abstract

In recent years, the image processing technique has been applied in many significant fields, such as military, aerospace, and health industry. With the development of medical treatment, the computer-assisted diagnosis and treatment system play increasingly important roles. Methods: This paper presents a new fast and accurate image matching algorithm, which uses Breast Cancer B-scan images as test images. We first present a novel method to obtain the integer-pixel matching result, namely district-identification method. Then, we introduce gradient algorithm to match the sub-pixel position. Results: Experimental results show that the proposed method is about 2.3 times faster than traditional methods and can be suitable for images of arbitrary size. Moreover, it can improve performance in sub-pixel level and the recognition rate is above 96.30%. Conclusion: This paper proposes a novel image matching method to help medical experts to recognize the tumor location fast and accurately, find out the radiotherapy and chemotherapy target, and make full use of the medicines.

Key Words

Treatment system, Tumor Image & B-scan Image

Cite This Article

"ACCURATE AND FAST DYNAMIC SUBPIXEL BASED TUMOR IMAGE RECOGNITION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 6, page no.c956-c963, June-2021, Available :http://www.jetir.org/papers/JETIR2106400.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"ACCURATE AND FAST DYNAMIC SUBPIXEL BASED TUMOR IMAGE RECOGNITION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 6, page no. ppc956-c963, June-2021, Available at : http://www.jetir.org/papers/JETIR2106400.pdf

Publication Details

Published Paper ID: JETIR2106400
Registration ID: 310999
Published In: Volume 8 | Issue 6 | Year June-2021
DOI (Digital Object Identifier):
Page No: c956-c963
Country: Namakkal, Tamilnadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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