지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전자공학회 IEIE Transactions on Smart Processing & Computing IEIE Transactions on Smart Processing & Computing Vol.10 No.3
- 발행연도
- 2021.6
- 수록면
- 219 - 226 (8page)
- DOI
- 10.5573/IEIESPC.2021.10.3.219
이용수
초록· 키워드
오류제보하기
Magnetic resonance imaging (MRI) is one of the imaging techniques that is very useful for the imaging of soft body tissues. But a problem associated with MRI is the slow processing and time-consuming process. Therefore, in this work, we tried to find out a way to use a compressive sensing approach that can reduce the number of samples that are required to reconstruct an MR image by using k-space. In this work, we also discuss the three types of MR weighted images and try to find out how the types of MR images affect the image quality assurance matrices and the recovered MR images. These matrices also indicate that by using a few numbers of samples from the compressed image, we can reproduce an MR image that is very close to the actual MR image. In this study, we used five body-part MR images in an experiment. One of the very interesting outcomes of this work is that the T2-type recovered MR weighted images are very close to the actual MR images.
목차
Abstract
1. Introduction
2. Literature Review
3. Mathematical Framework for CS-MRI
4. Result and Analysis
5. Conclusion
References
참고문헌 (15)
참고문헌 신청
Bushberg, Jerrold T., and John M. Boone. The essential physics of medical imaging. Lippincott Williams & Wilkins, 2011. Article (CrossRefLink)
Wahid, Abdul, Jawad Ali Shah, Adnan Umar Khan, Manzoor Ahmed, and Hanif Razali. "Multi-Layer Basis Pursuit for Compressed Sensing MR Image Reconstruction." IEEE Access 8 (2020): 186222-186232. Article (CrossRefLink)
Xie, Zhong-Hua, Ling-Jun Liu, Xiao-Ye Wang, and Cui Yang. "An Iterative Method With Enhanced Laplacian-Scaled Thresholding for Noise-Robust Compressive Sensing Magnetic Resonance Image Reconstruction." IEEE Access 8 (2020): 177021-177040. Article (CrossRefLink)
Liu, Yiling, Qiegen Liu, Minghui Zhang, Qingxin Yang, Shanshan Wang, and Dong Liang. "IFR-Net: Iterative feature refinement network for compressed sensing mri." IEEE Transactions on Computational Imaging 6 (2019):434-446. Article (CrossRefLink)
Gürel, Nezihe Merve, Kaan Kara, Alen Stojanov, Tyler Smith, Thomas Lemmin, Dan Alistarh, Markus Püschel, and Ce Zhang. "Compressive sensing using iterative hard thresholding with low precision data representation: Theory and applications." IEEE Transactions on Signal Processing 68 (2020): 4268-4282. Article (CrossRefLink)
Wahid, Abdul, Jawad Ali Shah, Adnan Umar Khan, Manzoor Ahmed, and Hanif Razali. "Multi-Layer Basis Pursuit for Compressed Sensing MR Image Reconstruction." IEEE Access 8 (2020): 186222-186232. Article (CrossRefLink)
Xie, Zhong-Hua, Ling-Jun Liu, Xiao-Ye Wang, and Cui Yang. "An Iterative Method With Enhanced Laplacian-Scaled Thresholding for Noise-Robust Compressive Sensing Magnetic Resonance Image Reconstruction." IEEE Access 8 (2020): 177021-177040. Article (CrossRefLink)
Liu, Yiling, Qiegen Liu, Minghui Zhang, Qingxin Yang, Shanshan Wang, and Dong Liang. "IFR-Net: Iterative feature refinement network for compressed sensing mri." IEEE Transactions on Computational Imaging 6 (2019):434-446. Article (CrossRefLink)
Gürel, Nezihe Merve, Kaan Kara, Alen Stojanov, Tyler Smith, Thomas Lemmin, Dan Alistarh, Markus Püschel, and Ce Zhang. "Compressive sensing using iterative hard thresholding with low precision data representation: Theory and applications." IEEE Transactions on Signal Processing 68 (2020): 4268-4282. Article (CrossRefLink)
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
영상 분할을 이용한 영상 전송 시스템에 대한 연구
반도체디스플레이기술학회지
2016 .01
-
Development of a Place Image Analysis Algorithm through Image Crawling and Deep-Learning
한국통신학회 학술대회논문집
2020 .11
-
Simulation of Filter Application for Segmentation of Medical Images
INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING
2018 .06
-
Digital Image Quality Assessment Based on Standard Normal Deviation
International JOURNAL OF CONTENTS
2015 .06
-
An Effective Method for Generating Color Images Using Genetic Algorithm
INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING
2019 .06
-
Biomedical Image Processing: Spine Tumor Detection from MRI image using MATLAB
The Journal of Contents Computing
2020 .12
-
3D 공간상에서의 주변 기울기 정보를 기반에 둔 필터 학습을 통한 MRI 영상 초해상화
멀티미디어학회논문지
2021 .02
-
Image Generation Using Extremely Compressed Image
대한전자공학회 학술대회
2022 .06
-
SinGAN을 이용한 Paint to Image 스타일 변환 구현
대한전자공학회 학술대회
2020 .08
-
Generation of Images with Many Likes Using Conditional StyleGAN2-ADA Considering User Attribute Information
Industrial Engineering & Management Systems
2025 .03
-
영상 영역에 따른 카메라 모델 판별 성능 영향 분석
대한전자공학회 학술대회
2019 .11
-
CNN 이용 시 분류정확도를 향상시키기 위한 건축이미지 검색 방법
대한건축학회논문집
2020 .09
-
생성적 대립 신경망을 이용한 교모세포종 환자의 조영 증강 T1 강조 자기공명영상 합성
대한전자공학회 학술대회
2020 .08
-
Image to Image Translation 기반의 안저 의료영상의 병변 위변조에 관한 연구
한국통신학회 학술대회논문집
2020 .08
-
집적 영상에서 시점 영상 배열 변환에 기반 둔 요소 영상 압축
전기학회논문지
2020 .01
-
CUDA based Medical Image High Speed Processing Algorithm
INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING
2017 .06
-
Design and Implementation of High-Resolution Integral Imaging Display System using Expanded Depth Image
International JOURNAL OF CONTENTS
2018 .09
-
A study on the feasibility of fast non-local means noise reduction algorithm in 1.5 T magnetic resonance imaging with diffusion-weighted image technique
대한전자공학회 학술대회
2018 .06
-
건축음향적 접근을 통한 MRI실의 명료도 개선
대한설비공학회 학술발표대회논문집
2017 .06
-
High Spatial Resolution Satellite Image Simulation Based on 3D Data and Existing Images
한국측량학회지
2016 .04
이 논문의 저자 정보
최근 본 자료
댓글(0)
0