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teaching:ft1920:praktikum:cs [2020/01/22 23:00] ipa [Projects] |
teaching:ft1920:praktikum:cs [2021/03/02 13:28] (current) |
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=== FISTA versus the Chambolle-Pock Algorithm for Face Recognition (Taken!) === | === FISTA versus the Chambolle-Pock Algorithm for Face Recognition (Taken!) === | ||
- | The task ist to compare the performance of {{ :teaching:ft1920:vl:cs:files:fista.pdf |FISTA}} | + | The task is to compare the performance of {{ :teaching:ft1920:vl:cs:files:fista.pdf |FISTA}} |
to the {{ :teaching:ft1920:vl:cs:files:chambollepock.pdf |Chambolle-Pock}} algorithm on face recognition. | to the {{ :teaching:ft1920:vl:cs:files:chambollepock.pdf |Chambolle-Pock}} algorithm on face recognition. | ||
To apply FISTA you need to consider the Lagrangian formulation, see e.g. eq. (4.1) in {{ :teaching:ft1920:vl:cs:files:magma.pdf |Hovhannisyan et al, 2016}}. Summarize the convergence results of the more recent work {{ :teaching:ft1920:vl:cs:files:ergodicconvergencecp.pdf |Chambolle-Pock, 2016}}. | To apply FISTA you need to consider the Lagrangian formulation, see e.g. eq. (4.1) in {{ :teaching:ft1920:vl:cs:files:magma.pdf |Hovhannisyan et al, 2016}}. Summarize the convergence results of the more recent work {{ :teaching:ft1920:vl:cs:files:ergodicconvergencecp.pdf |Chambolle-Pock, 2016}}. |