Awesome Building Detection Save
A curated list on building detection from remote sensing images
Project README
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] |
Open Source Agenda is not affiliated with "Awesome Building Detection" Project. README Source: chenzhaiyu/awesome-building-detection
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