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Dr Schönlieb's research interests range from nonlinear partial differential equations to computational- and convex analysis, with applications in digital image- and signal processing. She studies fourth-order equations and nonsmooth optimization problems, like the total variation functional, for image reconstruction, especially for what is called image inpainting. Moreover, she works on computational methods for large-scale problems appearing in 3- and 4-D imaging. Within this context she is interested in both the theoretical and numerical analysis of the problems considered as well as their practical implementation and their use for real-world applications like arts restoration and medical imaging
Dr Schönlieb's research interests range from nonlinear partial differential equations to computational- and convex analysis, with applications in digital image- and signal processing. She studies fourth-order equations and nonsmooth optimization problems, like the total variation functional, for image reconstruction, especially for what is called image inpainting. Moreover, she works on computational methods for large-scale problems appearing in 3- and 4-D imaging. Within this context she is interested in both the theoretical and numerical analysis of the problems considered as well as their practical implementation and their use for real-world applications like arts restoration and medical imaging
研究兴趣
论文共 400 篇作者统计合作学者相似作者
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Andrey Bryutkin,Jiahao Huang,Zhongying Deng,Guang Yang,Carola-Bibiane Schönlieb, Angelica Aviles-Rivero
CoRR (2024)
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arxiv(2024)
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Scientific Reportsno. 1 (2024): 1-15
Journal of Mathematical Imaging and Visionpp.1-20, (2024)
arxiv(2024)
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Jiahao Huang,Liutao Yang, Fanwen Wang,Yinzhe Wu,Yang Nan, Angelica I. Aviles-Rivero,Carola-Bibiane Schönlieb,Daoqiang Zhang,Guang Yang
arxiv(2024)
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Computer Methods and Programs in Biomedicine (2024): 108057-108057
NUMERICAL ALGEBRA CONTROL AND OPTIMIZATIONno. 1 (2024): 34-58
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