Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data

Shreenidhi H. Bhat; K. S. Hareesha; Abhay T. Kamath; Adarsh Kudva; H. Shashank

doi:10.1109/SPIN57001.2023.10117196

Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data

Shreenidhi H. Bhat^*, K. S. Hareesha, Abhay T. Kamath, Adarsh Kudva, H. Shashank

^*Corresponding author for this work

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

1 Citation (Scopus)

Abstract

The transfer function's design has a direct impact on the outcome of the medical image visualization. A well-designed transfer function can boost both image quality as well as visualization speed. In this paper, a new approach is proposed for developing an interactive ubiquitous volume rendering module using a 2D histogram-based transfer function on medical data. The set of direct manipulation widgets in VTK is used to demonstrate interactive and intuitive 2D transfer functions. Also, the interaction in the histogram was done by adding multiple control points, which act as the boundary-emphasizing function designed to identify regions of the transfer function. The CBCT dataset of the dentofacial images is used to evaluate the outcome of the proposed 2D transfer function by highlighting the required features in the dentofacial volume. By comparing with the 3D Slicer open-source software, the effectiveness and quality were much more accurate, and more detailed clear information can be visualized from the proposed approach.

Original language	English
Title of host publication	Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023
Editors	Manoj Kumar Pandey, J. K. Rai, Pradeep Kumar, Ashwani Kumar Dubey, Anil Kumar Shukla
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	761-766
Number of pages	6
ISBN (Electronic)	9781665490993
DOIs	https://doi.org/10.1109/SPIN57001.2023.10117196
Publication status	Published - 2023
Event	10th International Conference on Signal Processing and Integrated Networks, SPIN 2023 - Noida, India Duration: 23-03-2023 → 24-03-2023

Publication series

Name	Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023

Conference

Conference	10th International Conference on Signal Processing and Integrated Networks, SPIN 2023
Country/Territory	India
City	Noida
Period	23-03-23 → 24-03-23

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Safety, Risk, Reliability and Quality
Signal Processing

Access to Document

10.1109/SPIN57001.2023.10117196

Cite this

Bhat, S. H., Hareesha, K. S., Kamath, A. T., Kudva, A., & Shashank, H. (2023). Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data. In M. K. Pandey, J. K. Rai, P. Kumar, A. K. Dubey, & A. K. Shukla (Eds.), Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023 (pp. 761-766). (Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SPIN57001.2023.10117196

Bhat, Shreenidhi H. ; Hareesha, K. S. ; Kamath, Abhay T. et al. / Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data. Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023. editor / Manoj Kumar Pandey ; J. K. Rai ; Pradeep Kumar ; Ashwani Kumar Dubey ; Anil Kumar Shukla. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 761-766 (Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023).

@inproceedings{cf78556bef3548ce8c77cd1c5d425d13,

title = "Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data",

abstract = "The transfer function's design has a direct impact on the outcome of the medical image visualization. A well-designed transfer function can boost both image quality as well as visualization speed. In this paper, a new approach is proposed for developing an interactive ubiquitous volume rendering module using a 2D histogram-based transfer function on medical data. The set of direct manipulation widgets in VTK is used to demonstrate interactive and intuitive 2D transfer functions. Also, the interaction in the histogram was done by adding multiple control points, which act as the boundary-emphasizing function designed to identify regions of the transfer function. The CBCT dataset of the dentofacial images is used to evaluate the outcome of the proposed 2D transfer function by highlighting the required features in the dentofacial volume. By comparing with the 3D Slicer open-source software, the effectiveness and quality were much more accurate, and more detailed clear information can be visualized from the proposed approach.",

author = "Bhat, \{Shreenidhi H.\} and Hareesha, \{K. S.\} and Kamath, \{Abhay T.\} and Adarsh Kudva and H. Shashank",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023 ; Conference date: 23-03-2023 Through 24-03-2023",

year = "2023",

doi = "10.1109/SPIN57001.2023.10117196",

language = "English",

series = "Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023",

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

pages = "761--766",

editor = "Pandey, \{Manoj Kumar\} and Rai, \{J. K.\} and Pradeep Kumar and Dubey, \{Ashwani Kumar\} and Shukla, \{Anil Kumar\}",

booktitle = "Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023",

address = "United States",

}

Bhat, SH, Hareesha, KS, Kamath, AT, Kudva, A & Shashank, H 2023, Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data. in MK Pandey, JK Rai, P Kumar, AK Dubey & AK Shukla (eds), Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023. Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023, Institute of Electrical and Electronics Engineers Inc., pp. 761-766, 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023, Noida, India, 23-03-23. https://doi.org/10.1109/SPIN57001.2023.10117196

Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data. / Bhat, Shreenidhi H.; Hareesha, K. S.; Kamath, Abhay T. et al.
Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023. ed. / Manoj Kumar Pandey; J. K. Rai; Pradeep Kumar; Ashwani Kumar Dubey; Anil Kumar Shukla. Institute of Electrical and Electronics Engineers Inc., 2023. p. 761-766 (Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023).

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

TY - GEN

T1 - Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data

AU - Bhat, Shreenidhi H.

AU - Hareesha, K. S.

AU - Kamath, Abhay T.

AU - Kudva, Adarsh

AU - Shashank, H.

PY - 2023

Y1 - 2023

N2 - The transfer function's design has a direct impact on the outcome of the medical image visualization. A well-designed transfer function can boost both image quality as well as visualization speed. In this paper, a new approach is proposed for developing an interactive ubiquitous volume rendering module using a 2D histogram-based transfer function on medical data. The set of direct manipulation widgets in VTK is used to demonstrate interactive and intuitive 2D transfer functions. Also, the interaction in the histogram was done by adding multiple control points, which act as the boundary-emphasizing function designed to identify regions of the transfer function. The CBCT dataset of the dentofacial images is used to evaluate the outcome of the proposed 2D transfer function by highlighting the required features in the dentofacial volume. By comparing with the 3D Slicer open-source software, the effectiveness and quality were much more accurate, and more detailed clear information can be visualized from the proposed approach.

AB - The transfer function's design has a direct impact on the outcome of the medical image visualization. A well-designed transfer function can boost both image quality as well as visualization speed. In this paper, a new approach is proposed for developing an interactive ubiquitous volume rendering module using a 2D histogram-based transfer function on medical data. The set of direct manipulation widgets in VTK is used to demonstrate interactive and intuitive 2D transfer functions. Also, the interaction in the histogram was done by adding multiple control points, which act as the boundary-emphasizing function designed to identify regions of the transfer function. The CBCT dataset of the dentofacial images is used to evaluate the outcome of the proposed 2D transfer function by highlighting the required features in the dentofacial volume. By comparing with the 3D Slicer open-source software, the effectiveness and quality were much more accurate, and more detailed clear information can be visualized from the proposed approach.

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DO - 10.1109/SPIN57001.2023.10117196

M3 - Conference contribution

AN - SCOPUS:85160022692

T3 - Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023

SP - 761

EP - 766

BT - Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023

A2 - Pandey, Manoj Kumar

A2 - Rai, J. K.

A2 - Kumar, Pradeep

A2 - Dubey, Ashwani Kumar

A2 - Shukla, Anil Kumar

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023

Y2 - 23 March 2023 through 24 March 2023

ER -

Bhat SH, Hareesha KS, Kamath AT, Kudva A, Shashank H. Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data. In Pandey MK, Rai JK, Kumar P, Dubey AK, Shukla AK, editors, Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 761-766. (Proceedings of the 10th International Conference on Signal Processing and Integrated Networks, SPIN 2023). doi: 10.1109/SPIN57001.2023.10117196

Interactive Volume Rendering Module using Two-Dimensional Transfer Function on Cone-Beam Computed Tomography Data

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