Search Results for author: Ahmed Ben Saad

Found 3 papers, 0 papers with code

On the Importance of Large Objects in CNN Based Object Detection Algorithms

no code implementations20 Nov 2023 Ahmed Ben Saad, Gabriele Facciolo, Axel Davy

In this paper, we highlight the importance of large objects in learning features that are critical for all sizes.

Object object-detection +1

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information

no code implementations18 Nov 2022 Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo

In this paper we will focus on the depth information, which can be obtained by using a depth estimation network or measured from available data (stereovision, parallax motion, LiDAR, etc.).

Contrastive Learning Depth Estimation +2

Where is the Fake? Patch-Wise Supervised GANs for Texture Inpainting

no code implementations6 Nov 2019 Ahmed Ben Saad, Youssef Tamaazousti, Josselin Kherroubi, Alexis He

We tackle the problem of texture inpainting where the input images are textures with missing values along with masks that indicate the zones that should be generated.

Image Inpainting

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