awesome-aerial-object-detection
A curated list of papers for object detection in aerial scenes and related application resources
https://github.com/murari023/awesome-aerial-object-detection
Last synced: 14 days ago
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Datasets
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2017 Papers
- DOTA - DOTA: A Large-scale Dataset for Object DeTection in Aerial Images](https://arxiv.org/abs/1711.10398)
- iSAID - iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images](http://openaccess.thecvf.com/content_CVPRW_2019/papers/DOAI/Zamir_iSAID_A_Large-scale_Dataset_for_Instance_Segmentation_in_Aerial_Images_CVPRW_2019_paper.pdf)
- VisDrone - Vision Meets Drone: A Challenge](http://www.aiskyeye.com/upfile/Vision_Meets_Drones_A_Challenge.pdf)
- UAVDT - The Unmanned Aerial Vehicle Benchmark- Object Detection and Tracking](https://arxiv.org/abs/1804.00518)
- DAC-SDC - DAC-SDC Low Power Object Detection Challenge for UAV Applications](https://arxiv.org/pdf/1809.00110.pdf)
- DLR-3K
- NWPU VHR-10 dataset - Learning rotation-invariant convolutional neural networks for object detection in VHR optical remote sensing images](https://ieeexplore.ieee.org/iel7/36/4358825/07560644.pdf)
- Aerial Elephant - The Aerial Elephant Dataset: A New Public Benchmark for Aerial Object Detection.](http://openaccess.thecvf.com/content_CVPRW_2019/papers/DOAI/Naude_The_Aerial_Elephant_Dataset_A_New_Public_Benchmark_for_Aerial_CVPRW_2019_paper.pdf)
- Vehicle Re-ID - Vehicle Re-identification in Aerial Imagery: Dataset and Approach]
- Okutama - Okutama-action:An aerial view video dataset for concurrent human action detection](http://openaccess.thecvf.com/content_cvpr_2017_workshops/w34/html/Barekatain_Okutama-Action_An_Aerial_CVPR_2017_paper.html)
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Projects
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2017 Papers
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Review/survey Papers
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2019 Papers
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Journals
- 2019-Multi-Scale Spatial and Channel-wise Attention for Improving Object Detection in Remote Sensing Imagery - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Vehicle Detection From High-Resolution Remote Sensing Imagery Using Convolutional Capsule Networks - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Scale adaptive proposal network for object detection in remote sensing images - IEEE Geoscience and Remote Sensing Letters**)
- 2019 - Detection of Small Floating Targets on the Sea Surface Based on Multi-Features and Principal Component Analysis - IEEE Geoscience and Remote Sensing Letters**)
- 2019 - Infrared Small Target Detection Using Homogeneity-Weighted Local Contrast Measure - IEEE Geoscience and Remote Sensing Letters**)
- 2019 - Infrared Small Target Detection by Density Peaks Searching and Maximum-Gray Region Growing - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Ship Detection With Superpixel-Level Fisher Vector in High-Resolution SAR Images - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Fast and Automatic Ship Detection for SAR Imagery Based on Multiscale Contrast Measure - IEEE Geoscience and Remote Sensing Letters**)
- 2019-ORSIm Detector: A novel object detection framework in optical remote sensing imagery using spatial-frequency channel features - IEEE Transactions on Geoscience and Remote Sensing**)
- 2019-Dac-sdc low power object detection challenge for uav applications - TPAMI**)
- 2019-AVDNet: A SmallSized Vehicle Detection Network for Aerial Visual Data - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Adaptive Anchor for Fast Object Detection in Aerial Image - IEEE Geoscience and Remote Sensing Letters**)
- 2019-Local Attention Networks for Occluded Airplane Detection in Remote Sensing Images - IEEE Geoscience and Remote Sensing Letters**)
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Conference
- 2019-How to fully exploit the abilities of aerial image detectors - 2019**)
- 2019-SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes - 2019**)
- 2019-Cropping Region Proposal Network Based Framework for Efficient Object Detection on Large Scale Remote Sensing Images - 2019**)
- 2019-Feature-Attentioned Object Detection in Remote Sensing Imagery - 2019**)
- 2019-Patch-Level Augmentation for Object Detection in Aerial Images - 2019**)
- 2019-Towards universal object detection by domain attention - 2019**)
- 2019-Learning Object-Wise Semantic Representation for Detection in Remote Sensing Imagery - 2019**)
- 2019-Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach - 2019**)
- 2019-SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes - 2019**)
- 2019-The effects of super-resolution on object detection performance in satellite imagery - 2019**)
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2018 Papers
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Journals
- 2018-Detection ofMulticlass Objects in Optical Remote Sensing Images - IEEE Geoscience and Remote Sensing Letters**)
- 2018 - Convolutional SVM Networks for Object Detection in UAV Imagery
- 2018 - Semantic Labeling Based Vehicle Detection in Aerial Imagery
- 2018 - The Unmanned Aerial Vehicle Benchmark- Object Detection and Tracking
- 2018 - Vehicle Detection and Counting in High-Resolution Aerial Images Using Convolutional Regression Neural Network
- 2018 - Vehicle Detection in Aerial Images
- 2018 - Multiscale Visual Attention Networks for Object Detection in VHR Remote Sensing Images
- 2018 - Arbitrary-Oriented Ship Detection Framework in Optical Remote-Sensing Images
- 2018 - Robust vehicle detection in aerial images using bag-of-words and orientation aware scanning
- 2018 - Rotation-Insensitive and Context-Augmented Object Detection in Remote Sensing Images
- 2017 - An On-Road Vehicle Detection Method for High-Resolution Aerial Images Based on Local and Global Structure Learning
- 2017 - An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial Vehicles Imagery
- 2017 - SDBD- A hierarchical region-of-interest detection approach in large-scale remote sensing image
- 2017 - An effective method based on ACF for aircraft detection in remote sensing images
- 2016 - Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature
- 2015 - Weakly supervised learning for target detection in remote sensing images
- 2015 - Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning
- 2014 - Object detection in high-resolution remote sensing images using rotation invariant parts based model
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2020 Papers
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Journals
- 2020-Vehicle and Vessel Detection on Satellite Imagery: A Comparative Study on Single-Shot Detectors - MDPI Remote Sensing**)
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Conference
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2017 Papers
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Conferences
- 2017 - Fast Deep Vehicle Detection in Aerial Images
- 2017 - Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks
- 2017 - Fast multidirectional vehicle detection on aerial images using region based convolutional neural networks
- 2017 - Deep Multi-modal Vehicle Detection in Aerial ISR Imagery
- 2017 - A closer look- Small object detection in faster R-CNN
- 2017 - Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks
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2016 Papers
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Conferences
- 2016 - RIFD-CNN Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
- 2016 - Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
- 2016 - Efficient saliency-based object detection in remote sensing images using deep belief networks
- 2016 - Convolutional Neural Network Based Automatic Object Detection on Aerial Images
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