awesome-aerial-object-detection
github.com/murari023/awesome-aerial-object-detection ↗A curated list of papers for object detection in aerial scenes and related application resources
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2018 Papers
- 2014 - Object detection in high-resolution remote sensing images using rotation invariant parts based model
Object detection in high-resolution remote sensing images using rotation invariant parts based model
- 2015 - Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning
Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning
- 2015 - Weakly supervised learning for target detection in remote sensing images
Weakly supervised learning for target detection in remote sensing images
- 2016 - Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature
Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature
- 2017 - An effective method based on ACF for aircraft detection in remote sensing images
An effective method based on ACF for aircraft detection in remote sensing images
- 2017 - An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial Vehicles Imagery
An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial Vehicles Imagery
Review/survey Papers
- 2016 - A survey on object detection in optical remote sensing images
A survey on object detection in optical remote sensing images
- 2017 - Deep Learning in Remote Sensing- A Comprehensive Review and List of Resources
Deep Learning in Remote Sensing- A Comprehensive Review and List of Resources
2016 Papers
- 2016 - Convolutional Neural Network Based Automatic Object Detection on Aerial Images
Convolutional Neural Network Based Automatic Object Detection on Aerial Images
- 2016 - Efficient saliency-based object detection in remote sensing images using deep belief networks
Efficient saliency-based object detection in remote sensing images using deep belief networks
- 2016 - Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
- 2016 - RIFD-CNN Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
RIFD-CNN Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
2017 Papers
- 2017 - Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks
Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks
- 2017 - A closer look- Small object detection in faster R-CNN
A closer look- Small object detection in faster R-CNN
- 2017 - Deep Multi-modal Vehicle Detection in Aerial ISR Imagery
Deep Multi-modal Vehicle Detection in Aerial ISR Imagery
- 2017 - Fast Deep Vehicle Detection in Aerial Images
Fast Deep Vehicle Detection in Aerial Images
- 2017 - Fast multidirectional vehicle detection on aerial images using region based convolutional neural networks
Fast multidirectional vehicle detection on aerial images using region based convolutional neural networks
- 2017 - Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks
Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks
2019 Papers
- 2019-Adaptive Anchor for Fast Object Detection in Aerial ImageJournals
IEEE Geoscience and Remote Sensing Letters
- 2019-AVDNet: A SmallSized Vehicle Detection Network for Aerial Visual DataJournals
IEEE Geoscience and Remote Sensing Letters
- 2019-Clustered object detection in aerial imagesConference
- 2019-Cropping Region Proposal Network Based Framework for Efficient Object Detection on Large Scale Remote Sensing ImagesConference
- 2019-Dac-sdc low power object detection challenge for uav applicationsJournals
- 2019-Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement ApproachConference
2020 Papers
Datasets
- Aerial Elephant
- DAC-SDC
- DLR-3K
- DOTA
DOTA: A Large-scale Dataset for Object DeTection in Aerial Images
- iSAID
- NWPU VHR-10 dataset
Learning rotation-invariant convolutional neural networks for object detection in VHR optical remote sensing images
Showing a sample of 79 resources. View the full list on GitHub →