Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

The Open Images Dataset V4

(2020) Alina Kuznetsova et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Adaptive Period Embedding for Representing Oriented Objects in Aerial Images

(2020) Yixing Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Center Probability Map for Detecting Objects in Aerial Images

(2020) Jinwang Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection

(2020) Yongchao Xu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Vehicle Detection in Aerial Images

(2019) Michael Ying Yang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection

(2019) Yuanlin Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data

(2019) Zhenchao Zhang et al.   Remote Sensing

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

Mask OBB: A Semantic Attention-Based Mask Oriented Bounding Box Representation for Multi-Category Object Detection in Aerial Images

(2019) Jinwang Wang et al.   Remote Sensing

Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM)

(2018) Edmund J. Sadgrove et al.   COMPUTERS IN INDUSTRY

TextBoxes++: A Single-Shot Oriented Scene Text Detector

(2018) Minghui Liao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images

(2018) Zhengxia Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Arbitrary-Oriented Scene Text Detection via Rotation Proposals

(2018) Jianqi Ma et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach

(2017) Ambar Murillo Montes de Oca et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks

(2017) Yang Long et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

(2017) Gui-Song Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

(2017) Ranjay Krishna et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Ship Rotated Bounding Box Space for Ship Extraction From High-Resolution Optical Satellite Images With Complex Backgrounds

(2016) Zikun Liu et al.   IEEE Geoscience and Remote Sensing Letters

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

Fast Multiclass Vehicle Detection on Aerial Images

(2015) Kang Liu et al.   IEEE Geoscience and Remote Sensing Letters

Detecting Cars in UAV Images With a Catalog-Based Approach

(2014) Thomas Moranduzzo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics

(2011) C. Benedek et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Hierarchical and Contextual Model for Aerial Image Parsing

(2009) Jake Porway et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION