Duits, Remco

1. Roto-Translation Covariant Convolutional Networks for Medical Image\n Analysis
   2018/04/10 by Erik J. Bekkers, Maxime W. Lafarge, Bekkers, Erik J +9 · 6 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Group Theory (math.GR) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis
2. Optimal Paths for Variants of the 2D and 3D Reeds-Shepp Car with Applications in Image Analysis
   2016/12/19 by Remco Duits, Stephan Meesters, Duits, Remco +5 · 5 citations
   Computer Science · Mathematics · Neuroscience · #FOS: Mathematics #Hereditary Neurological Disorders #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Optimization and Variational Analysis #Point processes and geometric inequalities
3. Roto-Translation Equivariant Convolutional Networks: Application to\n Histopathology Image Analysis
   2020/02/20 by Maxime W. Lafarge, Erik J. Bekkers, Lafarge, Maxime W. +7 · 4 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Medical Imaging and Analysis
4. Curve cuspless reconstruction via sub-Riemannian geometry
   2012/03/14 by Boscain, Ugo, Duits, Remco, Rossi, Francesco +1 · 1 citation
   #Differential Geometry (math.DG) #FOS: Mathematics #Optimization and Control (math.OC)
5. Analysis of (sub-)Riemannian PDE-G-CNNs
   2022/10/03 by Bellaard, Gijs, Bon, Daan L. J., Pai, Gautam +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
6. Total Variation and Mean Curvature PDEs on ℝ^d \rtimes S^d-1
   2019/02/21 by Remco Duits, Etienne St‐Onge, Duits, Remco +5 · 1 citation
   Mathematics · Physics and Astronomy · #Advanced Differential Geometry Research #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows
7. Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking
   2022/08/23 by Nicky van den Berg, Bart Smets, Berg, Nicky van den +7 · 1 citation
   Medicine · #Differential Geometry (math.DG) #FOS: Mathematics #Glaucoma and retinal disorders #Retinal Imaging and Analysis
8. Optimal Transport on the Lie Group of Roto-translations
   2024/02/23 by Bon, Daan, Pai, Gautam, Bellaard, Gijs +2 · 1 citation
   #62H35 #68T45 #68U10 #68U99 #90B06 #Computer Vision and Pattern Recognition (cs.CV) #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
9. Evolution Equations on Gabor Transforms and their Applications
   2011/10/27 by Remco Duits, Hartmut Führ, Duits, Remco +9 · 1 citation
   Computer Science · Mathematics · #22E25 #35Q68 #35R03 #Analysis of PDEs (math.AP) #FOS: Mathematics #Image and Signal Denoising Methods #Mathematical Analysis and Transform Methods #Medical Image Segmentation Techniques
10. PDE-CNNs: Axiomatic Derivations and Applications
    2024/03/22 by Bellaard, Gijs, Sakata, Sei, Smets, Bart M. N. +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)