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Oriented object detection in aerial images is a challenging task as the objects in aerial images are displayed in arbitrary directions and are usually densely packed.
Rich feature hierarchies for accurate object detection and semantic segmentation
Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014
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Fast r-cnn
Ross Girshick · 2015
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2015
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Hierarchical convolutional features for visual tracking
Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
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You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016
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R2cnn: Rotational region cnn for orientation robust scene text detection
Yingying Jiang, Xiangyu Zhu, Xiaobing Wang, Shuli Yang, Wei Li, Hua Wang, Pei Fu, and Zhenbo Luo · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Cited alongside, same era.
A high resolution optical satellite image dataset for ship recognition and some new baselines
Zikun Liu, Liu Yuan, Lubin Weng, and Yiping Yang · 2017
Cited alongside, same era.
Yolo9000: better, faster, stronger
Joseph Redmon and Ali Farhadi · 2017
Cited alongside, same era.
Towards multi-class object detection in unconstrained remote sensing imagery
Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, and Peter Reinartz · 2018
Cited alongside, same era.
Automatic ship detection in remote sensing images from google earth of complex scenes based on multiscale rotation dense feature pyramid networks
Xue Yang, Hao Sun, Kun Fu, Jirui Yang, Xian Sun, Menglong Yan, and Zhi Guo · 2018
Later among the works it cites.
Position detection and direction prediction for arbitrary-oriented ships via multitask rotation region convolutional neural network
Xue Yang, Hao Sun, Xian Sun, Menglong Yan, Zhi Guo, and Kun Fu · 2018
Later among the works it cites.
Toward arbitrary-oriented ship detection with rotated region proposal and discrimination networks
Zenghui Zhang, Weiwei Guo, Shengnan Zhu, and Wenxian Yu · 2018
Later among the works it cites.
Learning roi transformer for oriented object detection in aerial images
Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, and Qikai Lu · 2019
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Centernet: Keypoint triplets for object detection
Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, and Qi Tian · 2019
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Hei Law and Jia Deng · 2018
Cited alongside, same era.
Rotation-sensitive regression for oriented scene text detection
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-song Xia, and Xiang Bai · 2018
Cited alongside, same era.
Robust facial landmark detection via a fully-convolutional local-global context network
Daniel Merget, Matthias Rock, and Gerhard Rigoll · 2018
Cited alongside, same era.
Integral human pose regression
Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, and Yichen Wei · 2018
Cited alongside, same era.
Dota: A large-scale dataset for object detection in aerial images
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang · 2018
Cited alongside, same era.
Multi-scale cell instance segmentation with keypoint graph based bounding boxes
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J Hoeppner, and Dimitris N Metaxas · 2019
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Assd: Attentive single shot multibox detector
Jingru Yi, Pengxiang Wu, and Dimitris N Metaxas · 2019
Later among the works it cites.
Xingyi Zhou, Dequan Wang, and Philipp Krähenbühl · 2019
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Bottom-up object detection by grouping extreme and center points
Xingyi Zhou, Jiacheng Zhuo, and Philipp Krahenbuhl · 2019
Later among the works it cites.
Gliding vertex on the horizontal bounding box for multi-oriented object detection
Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, and Xiang Bai · 2020
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