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ESOD: Efficient Small Object Detection on High-Resolution Images
IEEE Transactions on Image ProcessingEnlarging input images is a straightforward and effective approach to promote small object detection. However, simple image enlargement is significantly expensive on both computations and GPU memory.
Kai Liu +7 more
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Italian National Conference on Sensors
With the rapid development of deep learning, unmanned aerial vehicles (UAVs) have acquired intelligent perception capabilities, demonstrating efficient data collection across various fields.
Junhui Mei, Wenqiu Zhu
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With the rapid development of deep learning, unmanned aerial vehicles (UAVs) have acquired intelligent perception capabilities, demonstrating efficient data collection across various fields.
Junhui Mei, Wenqiu Zhu
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Improving small object detection with DETRAug
2023 International Joint Conference on Neural Networks (IJCNN), 2023Evair Cunha +2 more
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Ensemble Fusion for Small Object Detection
2023 18th International Conference on Machine Vision and Applications (MVA), 2023Hao-Yu Hou +7 more
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Small Object Detection with Improved CenterNet
2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA), 2021Jie Xu +5 more
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Motion Detection of Small Objects
2016The paper describes a problem of detection small moving objects. A size of these objects is only one or few pixels. Relevant mathematical apparatus which are usually used for processing of dynamic pictures are included. There was proposed experimental module for standalone locator for real time operation.
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Small Object Detection in Aerial Images
2021 IEEE 14th International Conference on ASIC (ASICON), 2021Ruoyu Zhang +3 more
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Deep learning-based small object detection
Journal of the Institute of Electronics and Information Engineers, 2018Jun Ho Choi +3 more
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Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications
Intelligent Systems with ApplicationsMahya Nikouei +6 more
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Precision and speed: LSOD-YOLO for lightweight small object detection
Expert systems with applicationsHezheng Wang +4 more
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