Few-Shot Object Detection Based on Contrastive Class-Attention Feature Reweighting for Remote Sensing Images

Remote sensing image object detection with deep neural networks has been highly successful, but it heavily relies on a large number of labeled samples for optimal performance. Unfortunately, when faced with limited labeled samples, the performance of object detection deteriorates. In order to overco...

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Bibliographic Details
Main Authors: Wang Miao, Zihao Zhao, Jie Geng, Wen Jiang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10375080/