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Boundary discontinuity and its inconsistency to the final detection metric have been the bottleneck for rotating detection regression loss design.
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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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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 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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R-fcn: Object detection via region-based fully convolutional networks
Jifeng Dai, Yi Li, Kaiming He, and Jian Sun · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Stacked hourglass networks for human pose estimation
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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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Deformable convolutional networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 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
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2017
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A high resolution optical satellite image dataset for ship recognition and some new baselines
Zikun Liu, Liu Yuan, Lubin Weng, and Yiping Yang · 2017
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Icdar2017 robust reading challenge on multi-lingual scene text detection and script identification-rrc-mlt
Nibal Nayef, Fei Yin, Imen Bizid, Hyunsoo Choi, Yuan Feng, Dimosthenis Karatzas, Zhenbo Luo, Umapada Pal, Christophe Rigaud, Joseph Chazalon, et al · 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
Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, and Jiajun Liang · 2017
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Towards multi-class object detection in unconstrained remote sensing imagery
Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, and Peter Reinartz · 2018
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Averaging weights leads to wider optima and better generalization
Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, Dmitry Vetrov, and Andrew Gordon Wilson · 2018
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Textboxes++: A single-shot oriented scene text detector
Minghui Liao, Baoguang Shi, and Xiang Bai · 2018
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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
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Arbitrary-oriented scene text detection via rotation proposals
Jianqi Ma, Weiyuan Shao, Hao Ye, Li Wang, Hong Wang, Yingbin Zheng, and Xiangyang Xue · 2018
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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
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang · 2018
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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
Xue Yang, Hao Sun, Kun Fu, Jirui Yang, Xian Sun, Menglong Yan, and Zhi Guo · 2018
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Deep layer aggregation
Fisher Yu, Dequan Wang, Evan Shelhamer, and Trevor Darrell · 2018
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Toward arbitrary-oriented ship detection with rotated region proposal and discrimination networks
Zenghui Zhang, Weiwei Guo, Shengnan Zhu, and Wenxian Yu · 2018
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Rotating objects detection in aerial images via attention denoising and angle loss refining
Tianhang Tang, Yiguang Liu, Yunan Zheng, Xianzhen Zhu, and Yangyu Zhao · 2020
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Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, et al · 2020
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Learning center probability map for detecting objects in aerial images
Jinwang Wang, Wen Yang, Heng-Chao Li, Haijian Zhang, and Gui-Song Xia · 2020
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Oriented objects as pairs of middle lines
Haoran Wei, Yue Zhang, Zhonghan Chang, Hao Li, Hongqi Wang, and Xian Sun · 2020
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Axis learning for orientated objects detection in aerial images
Zhifeng Xiao, Linjun Qian, Weiping Shao, Xiaowei Tan, and Kai Wang · 2020
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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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Feature-attentioned object detection in remote sensing imagery
Chengzheng Li, Chunyan Xu, Zhen Cui, Dan Wang, Tong Zhang, and Jian Yang · 2019
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Youtian Lin, Pengming Feng, and Jian Guan · 2019
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Omnidirectional scene text detection with sequential-free box discretization
Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, and Zhepeng Wang · 2019
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Generalized intersection over union: A metric and a loss for bounding box regression
Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, and Silvio Savarese · 2019
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Mask obb: A semantic attention-based mask oriented bounding box representation for multi-category object detection in aerial images
Jinwang Wang, Jian Ding, Haowen Guo, Wensheng Cheng, Ting Pan, and Wen Yang · 2019
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Sard: Towards scale-aware rotated object detection in aerial imagery
Yashan Wang, Yue Zhang, Yi Zhang, Liangjin Zhao, Xian Sun, and Zhi Guo · 2019
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Chunyan Xu, Chengzheng Li, Zhen Cui, Tong Zhang, and Jian Yang · 2020
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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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Multi-scale feature integrated attention-based rotation network for object detection in vhr aerial images
Feng Yang, Wentong Li, Haiwei Hu, Wanyi Li, and Peng Wang · 2020
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Dense label encoding for boundary discontinuity free rotation detection
Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, and Junchi Yan · 2020
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Arbitrary-oriented object detection with circular smooth label
Xue Yang and Junchi Yan · 2020
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Ropdet: real-time anchor-free detector based on point set representation for rotating object
Zhixiang Yang, Kunkun He, Fuhao Zou, Wanhua Cao, Xiaoyun Jia, Kai Li, and Chuntao Jiang · 2020
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F3-net: Feature fusion and filtration network for object detection in optical remote sensing images
Xinhai Ye, Fengchao Xiong, Jianfeng Lu, Jun Zhou, and Yuntao Qian · 2020
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Oriented object detection in aerial images with box boundary-aware vectors
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, and Dimitris Metaxas · 2020
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Haoyang Zhang, Ying Wang, Feras Dayoub, and Niko Sünderhauf · 2020
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Polardet: A fast, more precise detector for rotated target in aerial images
Pengbo Zhao, Zhenshen Qu, Yingjia Bu, Wenming Tan, Ye Ren, and Shiliang Pu · 2020
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Rotation-robust intersection over union for 3d object detection
Yu Zheng, Danyang Zhang, Sinan Xie, Jiwen Lu, and Jie Zhou · 2020
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Distance-iou loss: Faster and better learning for bounding box regression
Zhaohui Zheng, Ping Wang, Wei Liu, Jinze Li, Rongguang Ye, and Dongwei Ren · 2020
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Single-stage rotation-decoupled detector for oriented object
Bo Zhong and Kai Ao · 2020
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Arbitrary-oriented object detection in remote sensing images based on polar coordinates
Lin Zhou, Haoran Wei, Hao Li, Wenzhe Zhao, Yi Zhang, and Yue Zhang · 2020
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Adaptive period embedding for representing oriented objects in aerial images
Yixing Zhu, Jun Du, and Xueqing Wu · 2020
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Arbitrary-oriented object detection via dense feature fusion and attention model for remote sensing super-resolution image
Fuhao Zou, Wei Xiao, Wanting Ji, Kunkun He, Zhixiang Yang, Jingkuan Song, Helen Zhou, and Kai Li · 2020
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Qi Ming, Lingjuan Miao, Zhiqiang Zhou, and Yunpeng Dong · 2021
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Learning modulated loss for rotated object detection
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A2s-det: Efficiency anchor matching in aerial image oriented object detection
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R3det: Refined single-stage detector with feature refinement for rotating object
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Alpharotate: A rotation detection benchmark using tensorflow
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Scrdet++: Detecting small, cluttered and rotated objects via instance-level feature denoising and rotation loss smoothing
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Mmrotate: A rotated object detection benchmark using pytorch
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