Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration

B. H.Rao Chaitanya; H. Anitha; N. Bhat Shyamasunder; Vidya Bhat

doi:10.1109/ICACCI.2018.8554401

Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration

B. H.Rao Chaitanya, H. Anitha, N. Bhat Shyamasunder, Vidya Bhat

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This work aims to make use of compressed sensing to exploit the redundant nature hidden in the image and reduce the computational complexity involved in DRR generation. As a result, radiation risk to the patient can be reduced whilst maintaining an acceptable level of accuracy thus resulting in speed-up in DRR generation using the multi-resolution approach compared to the conventional ray casting approach. Also in this research, different gradient based similarity metrics were compared on the basis of accuracy to achieve robustness against image content mismatch.

Original language	English
Title of host publication	2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	611-616
Number of pages	6
ISBN (Electronic)	9781538653142
DOIs	https://doi.org/10.1109/ICACCI.2018.8554401
Publication status	Published - 30-11-2018
Event	7th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018 - Bangalore, India Duration: 19-09-2018 → 22-09-2018

Conference

Conference	7th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018
Country/Territory	India
City	Bangalore
Period	19-09-18 → 22-09-18

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Information Systems

Access to Document

10.1109/ICACCI.2018.8554401

Cite this

Chaitanya, B. H. R., Anitha, H., Shyamasunder, N. B., & Bhat, V. (2018). Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration. In 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018 (pp. 611-616). [8554401] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACCI.2018.8554401

@inproceedings{4b7b475805314e26a996d6c8425497fd,

title = "Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration",

abstract = "This work aims to make use of compressed sensing to exploit the redundant nature hidden in the image and reduce the computational complexity involved in DRR generation. As a result, radiation risk to the patient can be reduced whilst maintaining an acceptable level of accuracy thus resulting in speed-up in DRR generation using the multi-resolution approach compared to the conventional ray casting approach. Also in this research, different gradient based similarity metrics were compared on the basis of accuracy to achieve robustness against image content mismatch.",

author = "Chaitanya, {B. H.Rao} and H. Anitha and Shyamasunder, {N. Bhat} and Vidya Bhat",

year = "2018",

month = nov,

day = "30",

doi = "10.1109/ICACCI.2018.8554401",

language = "English",

pages = "611--616",

booktitle = "2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "7th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018 ; Conference date: 19-09-2018 Through 22-09-2018",

}

Chaitanya, BHR, Anitha, H , Shyamasunder, NB & Bhat, V 2018, Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration. in 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018., 8554401, Institute of Electrical and Electronics Engineers Inc., pp. 611-616, 7th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, Bangalore, India, 19-09-18. https://doi.org/10.1109/ICACCI.2018.8554401

2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 611-616 8554401.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration

AU - Chaitanya, B. H.Rao

AU - Anitha, H.

AU - Shyamasunder, N. Bhat

AU - Bhat, Vidya

PY - 2018/11/30

Y1 - 2018/11/30

N2 - This work aims to make use of compressed sensing to exploit the redundant nature hidden in the image and reduce the computational complexity involved in DRR generation. As a result, radiation risk to the patient can be reduced whilst maintaining an acceptable level of accuracy thus resulting in speed-up in DRR generation using the multi-resolution approach compared to the conventional ray casting approach. Also in this research, different gradient based similarity metrics were compared on the basis of accuracy to achieve robustness against image content mismatch.

AB - This work aims to make use of compressed sensing to exploit the redundant nature hidden in the image and reduce the computational complexity involved in DRR generation. As a result, radiation risk to the patient can be reduced whilst maintaining an acceptable level of accuracy thus resulting in speed-up in DRR generation using the multi-resolution approach compared to the conventional ray casting approach. Also in this research, different gradient based similarity metrics were compared on the basis of accuracy to achieve robustness against image content mismatch.

UR - http://www.scopus.com/inward/record.url?scp=85060045379&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85060045379&partnerID=8YFLogxK

U2 - 10.1109/ICACCI.2018.8554401

DO - 10.1109/ICACCI.2018.8554401

M3 - Conference contribution

AN - SCOPUS:85060045379

SP - 611

EP - 616

BT - 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018

Y2 - 19 September 2018 through 22 September 2018

ER -

Chaitanya BHR, Anitha H , Shyamasunder NB, Bhat V. Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration. In 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 611-616. 8554401 https://doi.org/10.1109/ICACCI.2018.8554401

Efficient Similarity Measurement between Digitally Reconstructed Radiograph and Fluoroscopy for 3D-2D Registration

Abstract

Conference

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this