Abstract
Statistical Shape Models of faces and various body parts are heavily used in medical image analysis, computer vision and visualization. Whilst the field is well explored with many existing tools, all of them aim at experts, which limits their applicability.We demonstrate the first tool that enables the convenient exploration of statistical shape models in the browser, with the capability to manipulate the faces in a targeted manner. This manipulation is performed via a posterior model given partial observations. We release our code and application on GitHub https://github.com/maximilian-hahn/exploreCOSMOS.
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References
Lüthi M, Gerig T, Jud C, Vetter T. Gaussian process morphable models. IEEE Trans Pattern Anal Mach Intell. 2017;40(8):1860–73.
Albrecht T, Lüthi M, Gerig T, Vetter T. Posterior shape models. Med Image Anal. 2013;17(8):959–73.
Basso C, Vetter T. Statistically motivated 3D faces reconstruction. Procs 2nd Int Conf Reconstruct Soft Facial Parts. Vol. 31. (2). Citeseer. 2005.
Lüthi M, Blanc R, Albrecht T, Gass T, Goksel O, Büchler P et al. Statismo-a framework for PCA based statistical models. Insight J. 2012;2012:1–18.
Gerig T, Morel-Forster A, Blumer C, Egger B, Luthi M, Schoenborn S et al. Morphable Face Models : an open framework. Proc IEEE Int COnf Autom Face Gesture Recogn. 2018:75–82.
Sutherland S, Egger B, Tenenbaum J. Building 3D generative models from minimal data. Int J Comput Vis. 2023:1–26.
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© 2024 Der/die Autor(en), exklusiv lizenziert an Springer Fachmedien Wiesbaden GmbH, ein Teil von Springer Nature
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Hahn, M., Egger, B. (2024). Interactive Exploration of Conditional Statistical Shape Models in the Web-browser. In: Maier, A., Deserno, T.M., Handels, H., Maier-Hein, K., Palm, C., Tolxdorff, T. (eds) Bildverarbeitung für die Medizin 2024. BVM 2024. Informatik aktuell. Springer Vieweg, Wiesbaden. https://doi.org/10.1007/978-3-658-44037-4_32
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DOI: https://doi.org/10.1007/978-3-658-44037-4_32
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