Fewer is More: Efficient Object Detection in Large Aerial Images

26 December 2022

Junwei Han

Papers citing "Fewer is More: Efficient Object Detection in Large Aerial Images"

50 / 53 papers shown

Title
GaTector: A Unified Framework for Gaze Object Prediction Binglu Wang Tao Hu Baoshan Li Xiaojuan Chen Zhijie Zhang 75 36 0 07 Dec 2021
Anchor-free Oriented Proposal Generator for Object Detection Gong Cheng Jiabao Wang Ke Li Xingxing Xie Chunbo Lang Yanqing Yao Junwei Han ObjD 66 297 0 05 Oct 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 45 726 0 17 Aug 2021
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 145 686 0 12 Aug 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 84 379 0 03 Jun 2021
Oriented RepPoints for Aerial Object Detection Wentong Li Yijie Chen Kaixuan Hu Jianke Zhu 3DPC 53 304 0 24 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 375 21,175 0 25 Mar 2021
ReDet: A Rotation-equivariant Detector for Aerial Object Detection Jiaming Han Jian Ding Nan Xue Guisong Xia 43 529 0 13 Mar 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 214 395 0 24 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 127 401 0 28 Jan 2021
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 170 286 0 08 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 80 195 0 07 Dec 2020
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection Xue Yang Liping Hou Yue Zhou Wentao Wang Junchi Yan 50 241 0 19 Nov 2020
Align Deep Features for Oriented Object Detection Jiaming Han Jian Ding Jie Li Guisong Xia ObjD 57 720 0 21 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 25 221 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 40 277 0 20 May 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 84 1,471 0 19 Apr 2020
Density Map Guided Object Detection in Aerial Images Changlin Li Taojiannan Yang Sijie Zhu Chong Chen S. Guan 43 176 0 12 Apr 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 172 284 0 20 Mar 2020
GTNet: Generative Transfer Network for Zero-Shot Object Detection Shizhen Zhao Changxin Gao Yuanjie Shao Lerenhan Li Changqian Yu Zhong Ji Nong Sang ViT ObjD 103 54 0 19 Jan 2020
Efficient Object Detection in Large Images using Deep Reinforcement Learning Burak Uzkent Christopher Yeh Stefano Ermon ObjD 50 92 0 09 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 145 1,527 0 05 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 75 654 0 21 Nov 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 42 1,433 0 31 Aug 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 65 880 0 15 Aug 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 128 2,845 0 17 Jun 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 69 174 0 18 Apr 2019
Clustered Object Detection in Aerial Images Fan Yang Heng Fan Peng Chu Erik P. Blasch Haibin Ling 50 275 0 16 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 98 3,240 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 114 4,969 0 02 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 114 4,024 0 25 Feb 2019
AutoFocus: Efficient Multi-Scale Inference Mahyar Najibi Bharat Singh L. Davis ObjD 80 127 0 04 Dec 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 146 2,438 0 06 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 65 3,598 0 03 Aug 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 128 4,899 0 03 Dec 2017
Towards High Performance Video Object Detection Xizhou Zhu Jifeng Dai Lu Yuan Yichen Wei ObjD 53 243 0 30 Nov 2017
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 121 2,154 0 28 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 48 1,286 0 18 Nov 2017
Dynamic Zoom-in Network for Fast Object Detection in Large Images M. Gao Ruichi Yu Ang Li Vlad I. Morariu L. Davis ObjD 60 129 0 14 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 364 26,241 0 05 Sep 2017
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection M. Barekatain Miquel Martí Hsueh-Fu Shih Samuel Murray Kotaro Nakayama Y. Matsuo H. Prendinger 45 179 0 09 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 320 27,018 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 432 21,951 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 465 10,281 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 687 36,599 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 182 29,646 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 620 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 434 61,900 0 04 Jun 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 373 43,511 0 17 Sep 2014