Software (matlab) for Illustration of Models and Methods

► Image registration by Learning: The main ZIP (matlab for generation of phi plus Python files for training+testing)
                "A novel few-shot learning framework for supervised diffeomorphic image registration network"
                IEEE Transactions on Medical Imaging (2025) by Ke Chen, Huan Han, Junping Wei, Yimin Zhang.
► Multimodal Texture Image Registration (2024) (matlab files)
                SIAM Journal on Image Sciences (code for paper by Ke Chen and Huan Han)
► Joint Bias correction and Registration (2024)
                SIAM Journal Multiscale Modeling and Simulation
► Deep Image Prior Learning Algorithm for Joint Selective Segmentation and Registration (2021)
                SSVM 2021 Proceedings: Liam Burrows, Ke Chen, Francesco Torella. Chapter 32
► Segmentation of low contrast and piecewise smooth images -- Blake-Zisserman -- (2021)
                Journal of Imaging : Liam Burrows, Anis Theljani, Ke Chen, 2021, 7(11), 228

HOW to enter geometric markers for selective segmentation automatically in Matlab

► Selective Segmentation A -- Segment a given 2D image (CV2 with prior knowledge: AOS solver) --- (2010)
► Selective Segmentation A/1 -- Segment a given 2D image (COV with prior knowledge) --- (2012)
► Selective Segmentation B -- Segment a given 2D image (CV2 with prior knowledge: fast banding / MGM re-init) --- (2014)
► Selective Segmentation B3D -- Segment a given 3D image (CV2 with prior knowledge: fast banding / MGM re-init) --- (2015)
► Selective Segmentation C -- Segment a given 2D textured image (in comparison, MS/CV type models cannot work) --- (2016)
► Selective Segmentation D -- Segment a given 2D image (geodesic distance work) --- (2019)
► Global or Selective Segmentation E -- Segment a given 2D image (RKHS decompositon and geodesic distance work) --- (2021)
► Selective Segmentation F -- Segment a given 3D image (Ricci idea) --- (2024)


► Image Segmentation -- Fast Multigrid Code for the Chan-Vese Model (CV2) -- (2008)
► Image Segmentation -- New Model for Inhomogeneous Intensity Images -- (2016)


► Fractional α-order restoration -- New Image Denoising Model (2015)
► TV restoration -- Finding the optimal parameters γ and λ in Image Deblurring and Denoising (2014)
► TV restoration -- Finding the optimal parameter γ in Image Denoising -- (2012)
► TV restoration -- Fast Multilevel Code for Poisson Noise Removal -- (2007)
► High Order Restoration -- Fast Multigrid Code for Gaussian Noise Removal by a Mean Curvature Model -- (2010)


► Image Co-registration -- Robust affine code phi(x)=Ax+b -- (2009)
► Image Co-registration -- Multigrid Code for a Diffusion Model u=(u1(x,y), u2(x,y)) -- (2011)
► Multi-modal Image Co-registration -- New NGF Code for map u=(u1(x,y), u2(x,y)) -- (2019)
► Multi-modal Image Co-registration -- Bias correction : map u=(u1(x,y), u2(x,y)) -- (2019)


► TV restoration -- Fast Multilevel Code for Blur and Noise Removal (2010)
► TV restoration -- Fast Multilevel Code for Gaussian Noise Removal (2006)
► Gauss curvature restoration -- ALM and two-step methods (2016)
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