Improving Few-Shot Object Detection through a Performance Analysis on Aerial and Natural Images

Author:

Le Jeune Pierre1,Mokraoui Anissa2

Affiliation:

1. Université Sorbonne Paris Nord,COSE & L2TI

2. L2TI Université Sorbonne Paris Nord

Publisher

IEEE

Reference11 articles.

1. Few-shot object detection on remote sensing images;li;IEEE Transactions on Geoscience and Remote Sensing,2021

2. Microsoft coco: Common objects in context;lin;European Conference on Computer Vision,2014

3. Fcos: Fully con-volutional one-stage object detection;tian;Proceedings of the IEEE/CVF International Conference on Computer Vision,2019

4. DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

5. Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Improving Few-Shot and Cross-Domain Object Detection on Aerial Images with a Diffusion-Based Detector;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. Unlocking the capabilities of explainable few-shot learning in remote sensing;Artificial Intelligence Review;2024-06-10

3. Vision Based Few-Shot Object Detection;2024 5th International Conference for Emerging Technology (INCET);2024-05-24

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