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DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing
Minghang Zhou, Tianyu Li, Chaofan Qiao +5
Multispectral oriented object detection faces challenges due to both inter-modal and intra-modal discrepancies. Recent studies often rely on transformer-based models to address the…
The Solution for the GAIIC2024 RGB-TIR object detection Challenge
Xiangyu Wu, Jinling Xu, Longfei Huang +1
This report introduces a solution to The task of RGB-TIR object detection from the perspective of unmanned aerial vehicles. Unlike traditional object detection methods, RGB-TIR obj…
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach
Wei Dong, Xing Zhang, Bihui Chen +5
Parameter-efficient fine-tuning for pre-trained Vision Transformers aims to adeptly tailor a model to downstream tasks by learning a minimal set of new adaptation parameters while…
A Simulation-Augmented Benchmarking Framework for Automatic RSO Streak Detection in Single-Frame Space Images
Zhe Chen, Yang Yang, Anne Bettens +2
Detecting Resident Space Objects (RSOs) and preventing collisions with other satellites is crucial. Recently, deep convolutional neural networks (DCNNs) have shown superior perform…