Marc Donias

Centre National de la Recherche Scientifique — France

Earth and Planetary Sciences · Physical Sciences

13h-index517citations92works0.02yr avg
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Research Topics

Seismic Imaging and Inversion Techniques(19), Medical Image Segmentation Techniques(12), Image and Signal Denoising Methods(10), 3D Shape Modeling and Analysis(10), Image and Object Detection Techniques(10)

Publications92 total

Curvature Dedicated Architecture Using Swin Transformers for RGB-D Object Recognition
2025
Depth Map Curvatures as Pose-Invariant Features for Rgb-D Object Recognition
SSRN Electronic Journal·2025Open Access
Principal Curvatures as Pose-Invariant Features of Depth Maps for RGB-D Object Recognition
2024
Weakly Supervised Disentanglement with Triplet Network
2023
SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization
Neural Computing and Applications·2023· 2 citedOpen Access
BIPBIP: a mechanical and automated intra-row weeding solution
Acta Horticulturae·2023
ICIP 2022 Organizing Committee
2022 IEEE International Conference on Image Processing (ICIP)·2022Open Access
An annotated image dataset of vegetable crops at an early stage of growth for proximal sensing applications
Data in Brief·2022· 13 citedOpen Access
Crop stem detection and tracking for precision hoeing using deep learning
Computers and Electronics in Agriculture·2021· 21 citedOpen Access
SDNet: Unconstrained Object Structure Detector Network for In-Field Real-Time Crop Part Location And Phenotyping
2021· 1 cited
Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks
2020· 6 cited
Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images
HAL (Le Centre pour la Communication Scientifique Directe)·2020· 3 citedOpen Access
2D Fourier Transform Based Analysis Comparing the DFA with the DMA
HAL (Le Centre pour la Communication Scientifique Directe)·2020
2D Fourier Transform Based Analysis Comparing the DFA with the DMA
2019· 3 cited
Free-shaped polygonal seismic horizon reconstruction using space transformations
Journal of Applied Geophysics·2018Open Access
Robust and adaptive approaches for Relative Geologic Time Estimation
Journal of Applied Geophysics·2018· 1 citedOpen Access
A survey of exemplar-based texture synthesis methods
Computer Vision and Image Understanding·2018· 30 cited
Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction
IEEE Transactions on Image Processing·2018· 1 cited
Synthesis of arbitrary-shaped textures constrained by the structure tensor field
HAL (Le Centre pour la Communication Scientifique Directe)·2018
Two-Stage volumetric texture synthesis based on structural information
2017
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Frequent Co-authors

Yannick Berthoumieu(18), Sébastien Guillon(13), Christian Germain(12), Jean‐Pierre da Costa(12), Olivier Lavialle(8), Adib Akl(6), Charles Yaacoub(6), Pierre Baylou(6), Gérard L. Vignoles(5), Christianne Mulat(5), Guillaume Zinck(5), Noomane Keskes(4), Naamen Keskes(3), Youssef Mourchid(3), Salma Doghraji(3), I. Pop(2), Jacques Daniel(2), Roxana Rosu(2), Lionel Bombrun(2), Salem Said(2)