Search Results for author: Mohamed Abbas Hedjazi

Found 3 papers, 0 papers with code

Single image calibration using knowledge distillation approaches

no code implementations5 Dec 2022 Khadidja Ould Amer, Oussama Hadjerci, Mohamed Abbas Hedjazi, Antoine Letienne

Although recent deep learning-based calibration methods can predict extrinsic and intrinsic camera parameters from a single image, their generalization remains limited by the number and distribution of training data samples.

Camera Calibration Incremental Learning +1

Efficient texture-aware multi-GAN for image inpainting

no code implementations30 Sep 2020 Mohamed Abbas Hedjazi, Yakup Genc

Recent GAN-based (Generative adversarial networks) inpainting methods show remarkable improvements and generate plausible images using multi-stage networks or Contextual Attention Modules (CAM).

Image Inpainting

Learning to Inpaint by Progressively Growing the Mask Regions

no code implementations21 Feb 2020 Mohamed Abbas Hedjazi, Yakup Genc

This work introduces a new curriculum-style training approach in the context of image inpainting.

Image Inpainting

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