Focus-and-Detect: A Small Object Detection Framework for Aerial Images

Focus-and-Detect: A Small Object Detection Framework for Aerial Images

24 March 2022

Reyhan Kevser Keser

Ibrahim Batuhan Akkaya

Papers citing "Focus-and-Detect: A Small Object Detection Framework for Aerial Images"

19 / 19 papers shown

Title
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 139 9 0 21 Feb 2023
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 48 163 0 01 Jul 2021
Dynamic Head: Unifying Object Detection Heads with Attentions Xiyang Dai Yinpeng Chen Bin Xiao Dongdong Chen Mengchen Liu Lu Yuan Lei Zhang 51 573 0 15 Jun 2021
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 67 1,191 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 353 13,002 0 26 May 2020
Density Map Guided Object Detection in Aerial Images Changlin Li Taojiannan Yang Sijie Zhu Chong Chen S. Guan 57 176 0 12 Apr 2020
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 130 2,858 0 17 Jun 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 109 2,684 0 17 Apr 2019
Clustered Object Detection in Aerial Images Fan Yang Heng Fan Peng Chu Erik P. Blasch Haibin Ling 63 275 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 117 4,997 0 02 Apr 2019
Augmentation for small object detection Mate Kisantal Z. Wojna Jakub Murawski Jacek Naruniec Kyunghyun Cho ObjD 29 546 0 19 Feb 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 92 2,005 0 27 Nov 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 68 400 0 20 Apr 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 78 664 0 26 Mar 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 132 4,920 0 03 Dec 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 2,166 0 28 Nov 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 112 2,997 0 07 Aug 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 75 1,785 0 14 Apr 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 487 10,305 0 16 Nov 2016