MKIoU Loss: Towards Accurate Oriented Object Detection in Aerial Images

30 June 2022

Papers citing "MKIoU Loss: Towards Accurate Oriented Object Detection in Aerial Images"

25 / 25 papers shown

Title
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 113 306 0 28 Apr 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 156 170 0 29 Jan 2022
Oriented Object Detection with Transformer Teli Ma Mingyuan Mao Honghui Zheng Peng Gao Xiaodi Wang Shumin Han Errui Ding Baochang Zhang David Doermann ViT 45 43 0 06 Jun 2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence Xue Yang Xiaojiang Yang Jirui Yang Qi Ming Wentao Wang Qi Tian Junchi Yan 117 391 0 03 Jun 2021
Oriented RepPoints for Aerial Object Detection Wentong Li Yijie Chen Kaixuan Hu Jianke Zhu 3DPC 99 312 0 24 May 2021
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance Loss Qi Ming Lingjuan Miao Zhiqiang Zhou Xue Yang Yunpeng Dong 84 87 0 22 Mar 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 194 410 0 28 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang Tieniu Tan 117 1,289 0 20 Jan 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 138 179 0 18 Jan 2021
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 190 288 0 08 Dec 2020
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection Xue Yang Liping Hou Yue Zhou Wentao Wang Junchi Yan 95 246 0 19 Nov 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 62 241 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 59 223 0 19 Jul 2020
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 119 666 0 21 Nov 2019
Learning Modulated Loss for Rotated Object Detection W. Qian Xue Yang Silong Peng Yue Guo C. Yan 97 332 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 3,724 0 19 Nov 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 116 890 0 15 Aug 2019
IoU Loss for 2D/3D Object Detection Dingfu Zhou Jin Fang Xibin Song Chenye Guan Junbo Yin Yuchao Dai Ruigang Yang 72 385 0 11 Aug 2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization Yuliang Liu Sheng Zhang Lianwen Jin Lele Xie Y. Wu Zhepeng Wang 71 91 0 06 Jun 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 154 4,186 0 25 Feb 2019
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 129 2,189 0 28 Nov 2017
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 232 1,190 0 03 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 524 10,358 0 16 Nov 2016
Fast R-CNN Ross B. Girshick ObjD 315 25,087 0 30 Apr 2015