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Rotation detection serves as a fundamental building block in many visual applications involving aerial image, scene text, and face etc.
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Principal component analysis
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High-performance rotation invariant multiview face detection
Chang Huang, Haizhou Ai, Yuan Li, and Shihong Lao · 2007
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Fast r-cnn
Ross Girshick · 2015
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Icdar 2015 competition on robust reading
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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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Orientation robust object detection in aerial images using deep convolutional neural network
Haigang Zhu, Xiaogang Chen, Weiqun Dai, Kun Fu, Qixiang Ye, and Jianbin Jiao · 2015
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Deep residual learning for image recognition
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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
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You only look once: Unified, real-time object detection
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Dual path networks
Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, and Jiashi Feng · 2017
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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
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Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
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Focal loss for dense object detection
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A high resolution optical satellite image dataset for ship recognition and some new baselines
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Icdar2017 robust reading challenge on multi-lingual scene text detection and script identification-rrc-mlt
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Aggregated residual transformations for deep neural networks
Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, and Kaiming He · 2017
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East: an efficient and accurate scene text detector
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Towards multi-class object detection in unconstrained remote sensing imagery
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Textboxes++: A single-shot oriented scene text detector
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Rotation-sensitive regression for oriented scene text detection
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-song Xia, and Xiang Bai · 2018
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Fots: Fast oriented text spotting with a unified network
Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, and Junjie Yan · 2018
Cad-net: A context-aware detection network for objects in remote sensing imagery
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Bottom-up object detection by grouping extreme and center points
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End-to-end object detection with transformers
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Arbitrary-oriented scene text detection via rotation proposals
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Real-time rotation-invariant face detection with progressive calibration networks
Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, and Xilin Chen · 2018
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Dota: A large-scale dataset for object detection in aerial images
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Automatic ship detection in remote sensing images from google earth of complex scenes based on multiscale rotation dense feature pyramid networks
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Position detection and direction prediction for arbitrary-oriented ships via multitask rotation region convolutional neural network
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Toward arbitrary-oriented ship detection with rotated region proposal and discrimination networks
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Rotation-aware and multi-scale convolutional neural network for object detection in remote sensing images
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On the arbitrary-oriented object detection: Classification based approaches revisited
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Adaptive period embedding for representing oriented objects in aerial images
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