YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection

(2020) Zhanchao Huang et al.   INFORMATION SCIENCES

MDSSD: multi-scale deconvolutional single shot detector for small objects

(2020) Lisha Cui et al.   Science China-Information Sciences

Deep neural networks for automated detection of marine mammal species

(2020) Yu Shiu et al.   Scientific Reports

A Coarse-to-Fine Network for Ship Detection in Optical Remote Sensing Images

(2020) Yue Wu et al.   Remote Sensing

Recent advances in small object detection based on deep learning: A review

(2020) Kang Tong et al.   IMAGE AND VISION COMPUTING

UAV-YOLO: Small Object Detection on Unmanned Aerial Vehicle Perspective

(2020) Mingjie Liu et al.   SENSORS

IoU-Adaptive Deformable R-CNN: Make Full Use of IoU for Multi-Class Object Detection in Remote Sensing Imagery

(2019) Jiangqiao Yan et al.   Remote Sensing

Scale Adaptive Proposal Network for Object Detection in Remote Sensing Images

(2019) Shuo Zhang et al.   IEEE Geoscience and Remote Sensing Letters

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints

(2019) Yiqun Xie et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

$\mathcal{R}^2$ -CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images

(2019) Jiangmiao Pang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object detection in optical remote sensing images: A survey and a new benchmark

(2019) Ke Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

SCAN: Semantic Context Aware Network for Accurate Small Object Detection

(2018) Linting Guan et al.   International Journal of Computational Intelligence Systems

A light and faster regional convolutional neural network for object detection in optical remote sensing images

(2018) Peng Ding et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detecting mammals in UAV images: Best practices to address a substantially imbalanced dataset with deep learning

(2018) Benjamin Kellenberger et al.   REMOTE SENSING OF ENVIRONMENT

Fast Automatic Airport Detection in Remote Sensing Images Using Convolutional Neural Networks

(2018) Fen Chen et al.   Remote Sensing

Small Object Detection in Optical Remote Sensing Images via Modified Faster R-CNN

(2018) Yun Ren et al.   Applied Sciences-Basel

Deformable Faster R-CNN with Aggregating Multi-Layer Features for Partially Occluded Object Detection in Optical Remote Sensing Images

(2018) Yun Ren et al.   Remote Sensing

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

(2017) Guangliang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks

(2017) et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Vehicle detection in aerial imagery : A small target detection benchmark

(2016) Sebastien Razakarivony et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

(2014) Xueyun Chen et al.   IEEE Geoscience and Remote Sensing Letters