https://github.com/chenzhaiyu/awesome-building-detection
A curated list on building detection from remote sensing images
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org, ieee.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.7%) to scientific vocabulary
Keywords
Repository
A curated list on building detection from remote sensing images
Statistics
- Stars: 86
- Watchers: 7
- Forks: 8
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Awesome-Building-Detection
Resources for Building Detection from Remote Sensing Images
Workshops
Challenges
Papers
Reviews
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images | Ilke Demir, et al. | CVPR Workshop | 2018 | [PDF] |
Segmentation Based
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | Building Detection From Satellite Imagery Using Ensemble of Size-Specific Detectors | Ryuhei Hamaguchi, Shuhei Hikosaka | CVPR Workshop | 2018 | [PDF] | | Semantic Binary Segmentation Using Convolutional Networks Without Decoders | Shubhra Aich et al. | CVPR Workshop | 2018 | [PDF] | | Residual Inception Skip Network for Binary Segmentation | Jigar Doshi | CVPR Workshop | 2018 | [PDF] | | Building Detection From Satellite Imagery Using a Composite Loss Function | Sergey Golovanov et al. | CVPR Workshop | 2018 | [PDF] | | TernausNetV2: Fully Convolutional Network for Instance Segmentation | Vladimir Iglovikov et al. | CVPR Workshop | 2018 | [PDF] | | Semantic Segmentation Based Building Extraction Method Using Multi-Source GIS Map Datasets and Satellite Imagery | Weijia Li et al. | CVPR Workshop | 2018 | [PDF] | | CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge | Remi Delassus et al. | CVPR Workshop | 2018 | [PDF] | | Building Extraction From Satellite Images Using Mask R-CNN With Building Boundary Regularization | Kang Zhao et al. | CVPR Workshop | 2018 | [PDF] | | Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks | Benjamin Bischke el al. | ICIP | 2019 | [PDF] |
Footprint Regression
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | Rotated Rectangles for Symbolized Building Footprint Extraction | Matt Dickenson et al. | CVPR Workshop | 2018 | [PDF] |
Active Contour Based
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | Learning deep structured active contours end-to-end | Diego Marcos et al. | CVPR | 2018 | [PDF] | | DARNet: Deep Active Ray Network for Building Segmentation | Dominic Cheng et al. | CVPR | 2019 | [PDF] | | End-to-End Deep Convolutional Active Contours for Image Segmentation | Ali Hatamizadeh et al. | arXiv | 2019 | [PDF] | | Deep Snake for Real-Time Instance Segmentation | Sida Peng et al. | CVPR | 2020 | [PDF] |
Polygon Based
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | Annotating Object Instances with a Polygon-RNN | Agata Mosinska et al. | CVPR | 2017 | [PDF] | | Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ | David Acuna et al. | CVPR | 2018 | [PDF] | | Fast Interactive Object Annotation With Curve-GCN | Huan Ling et al. | CVPR | 2019 | [PDF] | | Topological Map Extraction From Overhead Images | Zuoyue Li et al. | ICCV | 2019 | [PDF] | | Approximating shapes in images with low-complexity polygons | Muxingzi Li et al. | CVPR | 2020 | [PDF] |
Topology-Aware Loss
| Title | Authors | Venue | Year | Resources | | ----- | ------- | ----- | ---- | --------- | | Beyond the Pixel-Wise Loss for Topology-Aware Delineation | Lluís Castrejón et al. | CVPR | 2018 | [PDF] |
Owner
- Name: Zhaiyu Chen
- Login: chenzhaiyu
- Kind: user
- Location: Munich, Germany
- Company: Technical University of Munich
- Website: chenzhaiyu.com
- Repositories: 32
- Profile: https://github.com/chenzhaiyu
GitHub Events
Total
- Watch event: 4
Last Year
- Watch event: 4
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Zhaiyu Chen | c****t@c****m | 7 |
| Zhaiyu Chen | z****n@o****m | 5 |
| Zhaiyu Chen | 2****y | 3 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 9 months ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0