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Erschienen in: Journal of Digital Imaging 1/2021

17.11.2020 | Original Paper

Color Rendering in Medical Extended-Reality Applications

verfasst von: Andrea Seung Kim, Wei-Chung Cheng, Ryan Beams, Aldo Badano

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 1/2021

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Abstract

Cross-platform development of medical applications in extended-reality (XR) head-mounted displays (HMDs) often relies on game engines with rendering capabilities currently not standardized in the context of medical visualizations. Many aspects of the visualization pipeline including the characterization of color have yet to be consistently defined across rendering models and platforms. We examined the transfer of color properties from digital objects, through the rendering and image processing steps, to the RGB values sent to the display device. Five rendering pipeline configurations within the Unity engine were evaluated using 24 digital color patches. In the second experiment, the same configurations were evaluated with a tissue slide sample image. Measurements of the change in color associated with each configuration were characterized using the CIE 1976 color difference (\({\Delta}{\text{E}}\)). We found that the distribution of \({\Delta}{\text{E}}\) for the first experiment ranges from zero, as in the case using an Unlit Shader, to 25.97, as in the case using default configurations. The default Unity configuration consistently returned the highest \({\Delta}{\text{E}}\) across all 24 colors and also the largest range of color differences. In the second experiment, \({\Delta}{\text{E}}\)E ranged from 7.49 to 34.18. The Unlit configuration resulted in the highest \({\Delta}{\text{E}}\) in three of four selected pixels in the tissue sample image. Changes in color image properties associated with texture import settings were then evaluated in a third experiment using the TG18-QC test pattern. Differences in pixel values were found in all nine of the investigated texture import settings. The findings provide an initial characterization of color transfer and a basis for future work on standardization, consistency, and optimization of color in medical XR applications.
Literatur
1.
Zurück zum Zitat Valcasara N, Unreal Engine Game Development Blueprints. Packt Publishing, 2015. Valcasara N, Unreal Engine Game Development Blueprints. Packt Publishing, 2015.
2.
Zurück zum Zitat Kim SL, Suk HJ, Kang JH, Jung JM, Laine TH, Westlin J, Using Unity 3D to facilitate mobile augmented reality game development, 2014 IEEE World Forum on Internet of Things (WF-IoT), 2014. https://doi.org/10.1109/WF-IoT.2014.6803110 Kim SL, Suk HJ, Kang JH, Jung JM, Laine TH, Westlin J, Using Unity 3D to facilitate mobile augmented reality game development, 2014 IEEE World Forum on Internet of Things (WF-IoT), 2014. https://​doi.​org/​10.​1109/​WF-IoT.​2014.​6803110
3.
Zurück zum Zitat Burley B, Physically-based shading at Disney. In ACM SIGGRAPH 2012 Courses, ACM, SIGGRAPH 2012. Burley B, Physically-based shading at Disney. In ACM SIGGRAPH 2012 Courses, ACM, SIGGRAPH 2012.
4.
Zurück zum Zitat Cook RL, Torrance KE, A reflectance model for computer graphics. ACM Trans. Graph. 1, 5, pp.7-24, 1982.CrossRef Cook RL, Torrance KE, A reflectance model for computer graphics. ACM Trans. Graph. 1, 5, pp.7-24, 1982.CrossRef
5.
Zurück zum Zitat Walter B, Marschner SR, Li HS, Torrance KE, Microfacet models for refraction through rough surfaces, The Eurographics Association, Proceedings of the 18th Eurographics Conference on Rendering Techniques, pp.195-206, 2007. Walter B, Marschner SR, Li HS, Torrance KE, Microfacet models for refraction through rough surfaces, The Eurographics Association, Proceedings of the 18th Eurographics Conference on Rendering Techniques, pp.195-206, 2007.
6.
Zurück zum Zitat Blinn JF, Models of light reflection for computer synthesized pictures. Proceedings of the 4th Annual Conference on Computer Graphics and Interactive Techniques, Association for Computing Machinery, New York, NY, pp.192-198, 1977. https://doi.org/10.1145/563858.563893 Blinn JF, Models of light reflection for computer synthesized pictures. Proceedings of the 4th Annual Conference on Computer Graphics and Interactive Techniques, Association for Computing Machinery, New York, NY, pp.192-198, 1977. https://​doi.​org/​10.​1145/​563858.​563893
7.
Zurück zum Zitat Schlick C, An inexpensive BRDF model for physically-based rendering, Computer Graphics Forum, 13(3), pp.223-246, 1994.CrossRef Schlick C, An inexpensive BRDF model for physically-based rendering, Computer Graphics Forum, 13(3), pp.223-246, 1994.CrossRef
8.
Zurück zum Zitat Cheng WC, Saleheen F, Badano A, Assessing color performance of whole-slide imaging scanners for digital pathology, Color Research & Application, 44(3), pp.322-334, 2019. https://doi.org/10.1002/col.22365CrossRef Cheng WC, Saleheen F, Badano A, Assessing color performance of whole-slide imaging scanners for digital pathology, Color Research & Application, 44(3), pp.322-334, 2019. https://​doi.​org/​10.​1002/​col.​22365CrossRef
9.
Zurück zum Zitat Samei E, Badano A, Chakraborty D, Compton K, Cornelius C, Corrigan K, Flynn MJ, Hemminger B, Hangiandreou N, Johnson J, and others, Assessment of display performance for medical imaging systems: executive summary of AAPM TG18 report, Medical Physics, 32(4), pp.1205-1225, 2005. Samei E, Badano A, Chakraborty D, Compton K, Cornelius C, Corrigan K, Flynn MJ, Hemminger B, Hangiandreou N, Johnson J, and others, Assessment of display performance for medical imaging systems: executive summary of AAPM TG18 report, Medical Physics, 32(4), pp.1205-1225, 2005.
10.
Zurück zum Zitat Unity. https://unity3d.com/. Accessed 15 Jan 2020 Unity. https://​unity3d.​com/​.​ Accessed 15 Jan 2020
11.
Zurück zum Zitat Wheeler G, Deng S, Toussaint N, Pushparajah K, Schnabel JA, Simpson JM, Gomez A, Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity, Healthcare technology letters, 5(5), pp.148–153, 2018. https://doi.org/10.1049/htl.2018.5064CrossRefPubMedPubMedCentral Wheeler G, Deng S, Toussaint N, Pushparajah K, Schnabel JA, Simpson JM, Gomez A, Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity, Healthcare technology letters, 5(5), pp.148–153, 2018. https://​doi.​org/​10.​1049/​htl.​2018.​5064CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Seif M, Umeda R, Uehara Y, Higa H, A Data Conversion for Medical Training System, IEEJ 2016 Conference, 2016. Seif M, Umeda R, Uehara Y, Higa H, A Data Conversion for Medical Training System, IEEJ 2016 Conference, 2016.
13.
Zurück zum Zitat Wang R, Yao J, Wang L, Liu X, Wang H, Zheng L, A surgical training system for four medical punctures based on virtual reality and haptic feedback, 2017 IEEE Symposium on 3D User Interfaces (3DUI), pp.215-216, 2017. https://doi.org/10.1109/3DUI.2017.7893348 Wang R, Yao J, Wang L, Liu X, Wang H, Zheng L, A surgical training system for four medical punctures based on virtual reality and haptic feedback, 2017 IEEE Symposium on 3D User Interfaces (3DUI), pp.215-216, 2017. https://​doi.​org/​10.​1109/​3DUI.​2017.​7893348
14.
Zurück zum Zitat Peters TM, Linte CA, Yaniv Z, Williams J, Mixed and augmented reality in medicine, CRC, 2018. Peters TM, Linte CA, Yaniv Z, Williams J, Mixed and augmented reality in medicine, CRC, 2018.
15.
Zurück zum Zitat Escobar-Castillejos D, Noguez J, Neri L, Magana A, Benes B, A Review of Simulators with Haptic Devices for Medical Training, Journal of Medical Systems, 40(104), 2016. https://doi.org/10.1007/s10916-016-0459-8 Escobar-Castillejos D, Noguez J, Neri L, Magana A, Benes B, A Review of Simulators with Haptic Devices for Medical Training, Journal of Medical Systems, 40(104), 2016. https://​doi.​org/​10.​1007/​s10916-016-0459-8
16.
Zurück zum Zitat Unity Technologies, Unity Manual 2019.2: Standard Shader. https://docs.unity3d.com/Manual/shader-StandardShader.html. Accessed 15 Jan 2020. Unity Technologies, Unity Manual 2019.2: Standard Shader. https://​docs.​unity3d.​com/​Manual/​shader-StandardShader.​html.​ Accessed 15 Jan 2020.
17.
Zurück zum Zitat Lagarde S, The High Definition Render Pipeline: Focused on visual quality. https://blogs.unity3d.com/2018/03/16/the-high-definition-render-pipeline-focused-on-visual-quality/. Accessed 15 Jan 2020. Lagarde S, The High Definition Render Pipeline: Focused on visual quality. https://​blogs.​unity3d.​com/​2018/​03/​16/​the-high-definition-render-pipeline-focused-on-visual-quality/​.​ Accessed 15 Jan 2020.
18.
Zurück zum Zitat Unity Technologies, Unity Manual 2019.2: Global Illuminance. https://docs.unity3d.com/Manual/GIIntro.html. Accessed 15 Jan 2020. Unity Technologies, Unity Manual 2019.2: Global Illuminance. https://​docs.​unity3d.​com/​Manual/​GIIntro.​html.​ Accessed 15 Jan 2020.
19.
Zurück zum Zitat Khor WS, Baker B, Amin K, Chan A, Patel K, Woong J, Augmented and virtual reality in surgery the digital surgical environment: applications, limitations and legal pitfalls, Annals of translational medicine, 4(23), 2016. Khor WS, Baker B, Amin K, Chan A, Patel K, Woong J, Augmented and virtual reality in surgery the digital surgical environment: applications, limitations and legal pitfalls, Annals of translational medicine, 4(23), 2016.
20.
Zurück zum Zitat Chen L, Day TW, Tang W, John NW, Recent developments and future challenges in medical mixed reality, 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp.123-135, 2017. Chen L, Day TW, Tang W, John NW, Recent developments and future challenges in medical mixed reality, 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp.123-135, 2017.
21.
Zurück zum Zitat Vávra P, Roman J, Zonča P, Ihnát P, Němec M, Kumar J, Habib N, El-Gendi A, Recent development of augmented reality in surgery: a review, Journal of healthcare engineering, 2017. Vávra P, Roman J, Zonča P, Ihnát P, Němec M, Kumar J, Habib N, El-Gendi A, Recent development of augmented reality in surgery: a review, Journal of healthcare engineering, 2017.
22.
Zurück zum Zitat Unity Technologies, Unity Manual 2019.2: Textures. https://docs.unity3d.com/Manual/class-TextureImporter.html. Accessed 15 Jan 2020. Unity Technologies, Unity Manual 2019.2: Textures. https://​docs.​unity3d.​com/​Manual/​class-TextureImporter.​html.​ Accessed 15 Jan 2020.
23.
Zurück zum Zitat International Electrotechnical Commission and others, Multimedia systems and equipment-Colour measurement and management-Part 2-1: Colour management-Default RGB colour space-sRGB, IEC 61966-2-1, 1999. International Electrotechnical Commission and others, Multimedia systems and equipment-Colour measurement and management-Part 2-1: Colour management-Default RGB colour space-sRGB, IEC 61966-2-1, 1999.
24.
Zurück zum Zitat Ohta N, Robertson A, Colorimetry: fundamentals and applications. John Wiley & Sons, 2016. Ohta N, Robertson A, Colorimetry: fundamentals and applications. John Wiley & Sons, 2016.
25.
Zurück zum Zitat Unity Technologies, Unity Scripting API 2019.2: Texture Importer Platform Settings. docs.unity3d.com/ScriptReference/TextureImporterPlatformSettings.html. Accessed 15 Jan 2020. Unity Technologies, Unity Scripting API 2019.2: Texture Importer Platform Settings. docs.unity3d.com/ScriptReference/TextureImporterPlatformSettings.html. Accessed 15 Jan 2020.
26.
Zurück zum Zitat Dille S, Fuhrmann A, Fischer G, Real-time tone mapping- An evaluation of color-accurate methods for luminance compression, Tagungsband des 22. Workshop Farbbildverarbeitung, Ilmenau, Germany, 2016. Dille S, Fuhrmann A, Fischer G, Real-time tone mapping- An evaluation of color-accurate methods for luminance compression, Tagungsband des 22. Workshop Farbbildverarbeitung, Ilmenau, Germany, 2016.
Metadaten
Titel
Color Rendering in Medical Extended-Reality Applications
verfasst von
Andrea Seung Kim
Wei-Chung Cheng
Ryan Beams
Aldo Badano
Publikationsdatum
17.11.2020
Verlag
Springer International Publishing
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 1/2021
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-020-00392-4

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