Search Results for author: Lotfi Beji

Found 3 papers, 2 papers with code

CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision

1 code implementation12 Nov 2023 Ayman Beghdadi, Azeddine Beghdadi, Malik Mallem, Lotfi Beji, Faouzi Alaya Cheikh

These new local distortions are generated by considering the scene context of the images that guarantees a high level of photo-realism.

object-detection Object Detection +2

Benchmarking performance of object detection under image distortions in an uncontrolled environment

1 code implementation28 Oct 2022 Ayman Beghdadi, Malik Mallem, Lotfi Beji

In this study, we present a performance evaluation framework for the state-of-the-art object detection methods using a dedicated dataset containing images with various distortions at different levels of severity.

Benchmarking Object +2

D2SLAM: Semantic visual SLAM based on the Depth-related influence on object interactions for Dynamic environments

no code implementations16 Oct 2022 Ayman Beghdadi, Malik Mallem, Lotfi Beji

Considering the scene's dynamics is the most effective solution to obtain an accurate perception of unknown environments for real vSLAM applications.

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