Search Results for author: Anissa Mokraoui

Found 5 papers, 2 papers with code

Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime

no code implementations17 Jul 2023 Pierre Le Jeune, Anissa Mokraoui

SIoU improves small object detection in the non-few-shot regime, but this setting is unrealistic in the industry as annotated detection datasets are often too expensive to acquire.

Few-Shot Object Detection Object +2

A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images

1 code implementation25 Oct 2022 Pierre Le Jeune, Anissa Mokraoui

Finally, we develop a novel multiscale alignment method, Cross-Scales Query-Support Alignment (XQSA) for FSOD, to improve the detection of small objects.

Benchmarking Few-Shot Object Detection +1

A Unified Framework for Attention-Based Few-Shot Object Detection

no code implementations6 Jan 2022 Pierre Le Jeune, Anissa Mokraoui

In particular, for attention-based FSOD methods, it is laborious to compare the impact of the different attention mechanisms on performance.

Few-Shot Object Detection object-detection

A User-experience Driven SSIM-Aware Adaptation Approach for DASH Video Streaming

no code implementations10 Dec 2020 Mustafa Othman, Ken Chen, Anissa Mokraoui

This mechanism impacts greatly on the overall Quality of Experience (QoE) of the video streaming.

SSIM Multimedia

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