TPS-RPM REGISTRATION IN APPLICATION OF MS LESIONS MRI BRAIN IMAGES

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Esfandiarkhani Mina; Mahdavifar Rasoul

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Seminar Paper

Paper Information

Seminar: NATIONAL CONFERENCE ON NEW TECHNOLOGIES IN ELECTRICAL AND COMPUTER ENGINEERING
Year:2018 | Issue:1

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Title

TPS-RPM REGISTRATION IN APPLICATION OF MS LESIONS MRI BRAIN IMAGES

Author(s)

Esfandiarkhani Mina | Mahdavifar Rasoul

Keywords

NON-RIGID MATCHING

REGISTRATION

TPS-RPM

MS KESION

Abstract

CORRESPONDENCE PROBLEM AND TRANSFORMATION FUNCTION ARE THE MAIN CHALLENGES IN REGISTRATION SO WE TRY TO SOLVE THESE PROBLEMS CONCURRENTLY TO ACHIEVE REASONABLE AND OPTIMUM RESULTS. WE EMPLOY NON-RIGID REGISTRATION AS A NON-RIGID POINT MATCHING PROBLEM. WE HAVE ALSO USED THE TPS–RPM ALGORITHM. IN ADDITION THE BINARY CORRESPONDENCE IMPROVED TO FUZZY CORRESPONDENCE THROUGH THE MEANING OF SOFT-ASSIGN AND DETERMINISTIC ANNEALING.TPS-RPM IS APPLIED ON MS LESION IN MRI IMAGES WHICH ACHIEVED CONSECUTIVE WEEKS TO FOLLOW UP THE FLUCTUATION.WE COMPARE THE ITERATED CLOSEST POINT ICP’S RESULT TO TPSRPM IN ORDER TO DEMONSTRATE THE POWER OF THE TPS-RPM. OUR COMPARISON IS DONE BY EVALUATED METRICS SUCH AS DICE SIMILARITY MEASURE AND ACCURACY OBTAINED 0.87 AND 0.88 IN ICP, RESPECTIVELY. FOR TPS-RPM THE DICE SIMILARITY MEASURE AND ACCURACY ARE 0.9 AND 0.89, RESPECTIVELY.

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APA: Copy

Esfandiarkhani, Mina, & Mahdavifar, Rasoul. (2018). TPS-RPM REGISTRATION IN APPLICATION OF MS LESIONS MRI BRAIN IMAGES. NATIONAL CONFERENCE ON NEW TECHNOLOGIES IN ELECTRICAL AND COMPUTER ENGINEERING. SID. https://sid.ir/paper/948953/en

Vancouver: Copy

Esfandiarkhani Mina, Mahdavifar Rasoul. TPS-RPM REGISTRATION IN APPLICATION OF MS LESIONS MRI BRAIN IMAGES. 2018. Available from: https://sid.ir/paper/948953/en

IEEE: Copy

Mina Esfandiarkhani, and Rasoul Mahdavifar, “TPS-RPM REGISTRATION IN APPLICATION OF MS LESIONS MRI BRAIN IMAGES,” presented at the NATIONAL CONFERENCE ON NEW TECHNOLOGIES IN ELECTRICAL AND COMPUTER ENGINEERING. 2018, [Online]. Available: https://sid.ir/paper/948953/en

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