Towards Large-Scale Small Object Detection: Survey and Benchmarks

Towards Large-Scale Small Object Detection: Survey and Benchmarks

28 July 2022

Junwei Han

Papers citing "Towards Large-Scale Small Object Detection: Survey and Benchmarks"

15 / 65 papers shown

Title
Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning Xiang Yuan Gong Cheng Ke Yan Qinghua Zeng Junwei Han ObjD 41 49 0 18 Aug 2023
Density Crop-guided Semi-supervised Object Detection in Aerial Images Akhil Meethal Eric Granger M. Pedersoli 30 1 0 09 Aug 2023
Active Robot Vision for Distant Object Change Detection: A Lightweight Training Simulator Inspired by Multi-Armed Bandits Kouki Terashima Kanji Tanaka Ryo Yamamoto Jonathan Tay Yu Liang 21 2 0 26 Jul 2023
Cascaded Zoom-in Detector for High Resolution Aerial Images Akhil Meethal Eric Granger M. Pedersoli ObjD 21 31 0 15 Mar 2023
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 89 8 0 21 Feb 2023
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 79 73 0 10 Oct 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 20 17 0 26 Jul 2022
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 121 673 0 12 Aug 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 L. Zhang 184 387 0 24 Feb 2021
Extended Feature Pyramid Network for Small Object Detection Chunfang Deng Mengmeng Wang L. Liu Yong Liu ObjD 56 238 0 16 Mar 2020
Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization Lourenço V. Pato Renato M. P. Negrinho P. Aguiar ObjD 57 19 0 27 Dec 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,284 0 13 May 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,175 0 16 Sep 2016