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awesome-semantic-understanding-for-aerial-scene

A curated list of awesome resources for semantic understanding of aerial scene
https://github.com/tzxiang/awesome-semantic-understanding-for-aerial-scene

Last synced: 3 days ago
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Libraries
- Remote Sensing
- Object Detection
Datasets
- Dataset Repository
- Object Detection for Aerial Scene
  - **2018TGRS**
  - [Data
  - [Dateset&Codes
  - [Page
  - **2018CVPR**
  - DIUx xView 2018 Detection Challenge
  - AIR-SARShip-1.0
  - [Homepage - SwimmingPoolCarDet]](https://www.kaggle.com/kbhartiya83/swimming-pool-and-car-detection) [[WinningSolution]](https://github.com/kunwar31/ESRI_Object_Detection) [[3rdSolution]](https://towardsdatascience.com/object-detection-on-aerial-imagery-using-retinanet-626130ba2203)
  - [Homepage
  - [Homepage - SwimmingPoolCarDet]](https://www.kaggle.com/kbhartiya83/swimming-pool-and-car-detection) [[WinningSolution]](https://github.com/kunwar31/ESRI_Object_Detection) [[3rdSolution]](https://towardsdatascience.com/object-detection-on-aerial-imagery-using-retinanet-626130ba2203)
- Building Detection/Segmentation
- Satellite Image Understanding
  - Road Network Extraction, Routing, Travel Time Estimation
- Other Dataset
  - [Dataset
  - [Page
  - [Page
  - [Page
Appendix: Object Detection for Natural Scene
- Papers
  - arXiv202001
  - 201905
  - 2019NIPSW - detection-benchmark) [[Code for corrupt images]](https://github.com/bethgelab/imagecorruptions) [[AdaIN style transfer]](https://github.com/bethgelab/stylize-datasets)
  - 2019ICMLW
  - Blog
  - arXiv201912
  - **2019ICCV**
  - arXiv201911
  - **2019CVPR**
  - arXiv201912 - mmlab/mmdetection)
  - arXiv201912
  - 2019BMVC
  - **2019CVPR**
  - **2017CVPR**
  - **2015NIPS/2017PAMI**
  - arXive201912
  - arXiv201911
  - **2017ICCV**
  - **2016CVPR**
  - 2019 - cWo3WBp7Y-VBG3A) [[Proj]](https://pjreddie.com/darknet/yolo/) [[Code]](https://github.com/pjreddie/darknet) [[Code2]](https://github.com/AlexeyAB/darknet) [[BatchNorm2d-issue]](https://mp.weixin.qq.com/s/7MlZh219_bBqIg20L8kaaQ)
  - [Page
  - arXiv201912
  - **201904**
  - [Page
  - Note:
  - [Page1
  - arXiv201912 - sku-detection-benchmark)
  - HRNet - Object-Detection)
  - **2018CVPR**
  - 2019Conf
  - soft sampling
  - [Note - free)
  - [Notes
  - 2019
  - **2019CVPR**
  - arXive201912
  - **2019ICCV** - CNN)
  - arXive201912
  - **2019CVPR**
  - **2017CVPR**
  - [Page1
  - [Proj
  - **2019ICCV**
  - **2019CVPR**
  - **2015IROS**
  - [Page
  - ShadowDetection_PWC
  - [Proj/Data
  - [Code
  - **2019ICCV**
  - 2018CVPR
  - [目标检测小tricks--样本不均衡处理
  - [Page
  - [Page
  - **2019CVPR**
  - [Page
- Tutorial
- Dataset
  - **Objects365**
  - VOC-360 - 360: Object detection, classification, and segmentation in 360-degree fisheye images. It is the first dataset for object detection in fisheye images. It is also the first dataset for object segmentation in fisheye images.
  - Wider-360 - 360 is the largest dataset for face detection in fisheye images.
  - **ObjectNet3D: A Large Scale Database for 3D Object Recognition**
Tutorials
- [Page
- [Page
- [Page
Papers for Aerial Scene
- Review
- Object Detection (RS)
- Typical Element Extraction
  - arXiv201910-xbw
  - 2018TGRS
- Scene Understanding/Change Detection
  - **2017ICCV**
- Aerial Reconstrcution
  - **2014ECCV**
  - **2015ICCV**
- Generation
  - **2018ECCV**
  - **2017CVPR**
- Enhancement/Fusion
  - 2015TGRS

Programming Languages

Categories

Appendix: Object Detection for Natural Scene 102 Datasets 35 Papers for Aerial Scene 23 Libraries 10 Tutorials 3

Sub Categories

Papers 56 Tutorial 42 Building Detection/Segmentation 11 Object Detection for Aerial Scene 10 Dataset Repository 9 Object Detection (RS) 9 Review 6 Remote Sensing 5 Object Detection 5 Other Dataset 4 Dataset 4 Aerial Reconstrcution 2 Typical Element Extraction 2 Generation 2 Satellite Image Understanding 1 Scene Understanding/Change Detection 1 Enhancement/Fusion 1

Keywords

computer-vision 4 object-detection 4 detection 3 deep-learning 3 video 2 bayesian-filter 1 bounding-boxes 1 hungarian-algorithm 1 kalman-filtering 1 keras 1 linear-assignment-problem 1 mobilenet-ssd 1 occlusion 1 single-shot-multibox-detector 1 tensorflow-object-detection-api 1 tracking 1 python-library 1 video-object-detection 1 imagenet-vid 1 earth-observation 1 instance-segmentation 1 machine-learning 1 remote-sensing 1 satellite-imagery 1