Multi-scale Fusion based Multi-stage Small Object Detection in Aerial Images ∗

Author:

Yang Mingrui1ORCID,Wang Yu1ORCID,Zhang Xindong1ORCID

Affiliation:

1. State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, China

Publisher

ACM

Reference14 articles.

1. Tan , Mingxing , and Quoc Le . " Efficientnet : Rethinking model scaling for convolutional neural networks." International conference on machine learning . PMLR , 2019 . Tan, Mingxing, and Quoc Le. "Efficientnet: Rethinking model scaling for convolutional neural networks." International conference on machine learning. PMLR, 2019.

2. Tan , Mingxing , Ruoming Pang , and Quoc V. Le . "Efficientdet: Scalable and efficient object detection." Proceedings of the IEEE/CVF conference on computer vision and pattern recognition . 2020 . Tan, Mingxing, Ruoming Pang, and Quoc V. Le. "Efficientdet: Scalable and efficient object detection." Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2020.

3. Ren , Shaoqing , "Faster r-cnn : Towards real-time object detection with region proposal networks." Advances in neural information processing systems 28 , 2015 . Ren, Shaoqing, "Faster r-cnn: Towards real-time object detection with region proposal networks." Advances in neural information processing systems 28, 2015.

4. He , Kaiming , "Mask r-cnn." Proceedings of the IEEE international conference on computer vision. 2017 . He, Kaiming, "Mask r-cnn." Proceedings of the IEEE international conference on computer vision. 2017.

5. Redmon , Joseph , and Ali Farhadi . "Yolov3 : An incremental improvement." arXiv preprint arXiv:1804.02767 , 2018 . Redmon, Joseph, and Ali Farhadi. "Yolov3: An incremental improvement." arXiv preprint arXiv:1804.02767, 2018.

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