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	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

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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

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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.",

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doi = "10.1109/ICACCI.2018.8554401",

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

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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

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AU - Bhat, Vidya

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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.

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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

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All Science Journal Classification (ASJC) codes

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