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Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss

28 January 2021

Xue Yang

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Papers citing "Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss"

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Title
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Yi Yu Botao Ren Peiyuan Zhang Mingxin Liu Junwei Luo Shaofeng Zhang Feipeng Da Junchi Yan Xue Yang 3DPC 173 3 0 06 Feb 2025
SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection Yuchen Li Xianrui Li Yunheng Li Yanzhe Zhang Yimian Dai Qibin Hou Ming-Ming Cheng Jian Yang 214 7 0 31 Dec 2024
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 190 9 0 21 Feb 2023
MMRotate: A Rotated Object Detection Benchmark using PyTorch Yue Zhou Xue Yang Gefan Zhang Jiabao Wang Yanyi Liu ... Xingzhao Liu Junchi Yan Chengqi Lyu Wenwei Zhang Kai Chen 82 303 0 28 Apr 2022
AlphaRotate: A Rotation Detection Benchmark using TensorFlow Xue Yang Yue Zhou Junchi Yan 97 12 0 12 Nov 2021
Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram Xinyi Yu M.-W. Lin Jiangping Lu L. Ou 64 10 0 21 Sep 2021
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images Qi Ming Lingjuan Miao Z. Zhou Yunpeng Dong ObjD 136 179 0 18 Jan 2021
SWA Object Detection Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 38 36 0 23 Dec 2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 188 287 0 08 Dec 2020
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection Xue Yang Liping Hou Yue Zhou Wentao Wang Junchi Yan 89 244 0 19 Nov 2020
PolarDet: A Fast, More Precise Detector for Rotated Target in Aerial Images Pengbo Zhao Zhenshen Qu Yingjia Bu Wenming Tan Ye Ren Shiliang Pu ObjD 140 84 0 17 Oct 2020
Align Deep Features for Oriented Object Detection Jiaming Han Jian Ding Jie Li Guisong Xia ObjD 84 731 0 21 Aug 2020
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors Jingru Yi Pengxiang Wu Bo Liu Qiaoying Huang Hui Qu Dimitris N. Metaxas 60 241 0 17 Aug 2020
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments Zhiming Chen Kean Chen Weiyao Lin John See Hui Yu Yan Ke Cong Yang 39 223 0 19 Jul 2020
Dynamic Refinement Network for Oriented and Densely Packed Object Detection Xingjia Pan Yuqiang Ren Kekai Sheng Weiming Dong Haolei Yuan Xiao-Wei Guo Chongyang Ma Changsheng Xu ObjD 63 278 0 20 May 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 244 613 0 12 Mar 2020
Oriented Objects as pairs of Middle Lines Haoran Wei Yue Zhang Lingtao Zhou Hao Li Hongqi Wang Rongxin Guo ObjD 76 217 0 23 Dec 2019
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 73 678 0 10 Dec 2019
IENet: Interacting Embranchment One Stage Anchor Free Detector for Orientation Aerial Object Detection Youtian Lin Pengming Feng Jian Guan Wenwu Wang Jonathon Chambers ObjD 66 86 0 02 Dec 2019
Gliding vertex on the horizontal bounding box for multi-oriented object detection Yongchao Xu Mingtao Fu Qimeng Wang Yukang Wang Kai Chen Guisong Xia X. Bai ObjD 116 661 0 21 Nov 2019
Learning Modulated Loss for Rotated Object Detection W. Qian Xue Yang Silong Peng Yue Guo C. Yan 95 331 0 19 Nov 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 114 3,707 0 19 Nov 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 96 544 0 29 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 393 3,627 0 20 Aug 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 97 887 0 15 Aug 2019
Adaptive Period Embedding for Representing Oriented Objects in Aerial Images Yixing Zhu Xueqing Wu Jun Du 77 87 0 22 Jun 2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization Yuliang Liu Sheng Zhang Lianwen Jin Lele Xie Y. Wu Zhepeng Wang 63 91 0 06 Jun 2019
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery Gongjie Zhang Shijian Lu Wei Zhang 72 358 0 03 Mar 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 152 4,180 0 25 Feb 2019
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery S. Azimi E. Vig R. Bahmanyar Marco Körner P. Reinartz ObjD 83 299 0 07 Jul 2018
Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multitask Rotation Region Convolutional Neural Network Xue Yang Hao Sun Xian Sun Ming Yan Zhi Guo Kun Fu 72 149 0 13 Jun 2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks Xue Yang Hao Sun Kun Fu Jirui Yang Xian Sun Ming Yan Zhi Guo 172 478 0 12 Jun 2018
Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks Xuepeng Shi Shiguang Shan Meina Kan Shuzhe Wu Xilin Chen 3DH CVBM 87 100 0 17 Apr 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 135 1,670 0 14 Mar 2018
Rotation-Sensitive Regression for Oriented Scene Text Detection Minghui Liao Zhen Zhu Baoguang Shi Gui-Song Xia X. Bai 62 451 0 14 Mar 2018
TextBoxes++: A Single-Shot Oriented Scene Text Detector Minghui Liao Baoguang Shi X. Bai 73 712 0 09 Jan 2018
FOTS: Fast Oriented Text Spotting with a Unified Network Xuebo Liu Ding Liang Shipeng Yan Dagui Chen Yu Qiao Junjie Yan ObjD 81 500 0 05 Jan 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 127 2,185 0 28 Nov 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 155 1,332 0 20 Jul 2017
Dual Path Networks Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng 91 830 0 06 Jul 2017
R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection Yingying Jiang Xiangyu Zhu Xiaobing Wang Shuli Yang Wei Li Hua Wang Pei Fu Zhenbo Luo ObjD 86 530 0 29 Jun 2017
EAST: An Efficient and Accurate Scene Text Detector Xinyu Zhou Cong Yao He Wen Yuzhi Wang Shuchang Zhou Weiran He Jiajun Liang 92 1,495 0 11 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 206 5,339 0 17 Mar 2017
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 225 1,187 0 03 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,347 0 16 Nov 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 177 5,642 0 20 May 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016