Dataset Description

A large dataset of webcam images annotated with sky regions.

Dataset Access

If you want access to the SkyFinder dataset, please see the project website or the Zenodo entry.

Additional Resources

• Visit the main project website.

Dataset Citation

If you use the dataset, please cite the following publications:

1. Mihail RP, Workman S, Bessinger Z, Jacobs N. 2016. Sky Segmentation in the Wild: An Empirical Study. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–6. DOI: 10.1109/WACV.2016.7477637.
   bibtex | paper | website | doi

   close  

   @inproceedings{mihail2016sky,
     annotation = {contextualeyes,dataset_skyfinder,skyfinder,nvidia,timelapse},
     author = {Mihail, Radu Paul and Workman, Scott and Bessinger, Zach and Jacobs, Nathan},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
     pages = {1--6},
     doi = {10.1109/WACV.2016.7477637},
     pdf = {https://drive.google.com/file/d/1-76FxbBQW8oD2m0JnCkZ7RTz-t541TiD/view?usp=sharing},
     project = {https://mvrl.github.io/SkyFinder/},
     title = {Sky Segmentation in the Wild: An Empirical Study},
     note = {Acceptance rate: 42.3\%},
     year = {2016}
   }
   

Related Publication(s)

1. Padilha R, Salem T, Workman S, Andaló FA, Rocha A, Jacobs N. 2022. Content-Based Detection of Temporal Metadata Manipulation. IEEE Transactions on Information Forensics and Security:1316–1327. DOI: 10.1109/TIFS.2022.3159154.
   bibtex | paper | website | doi | tweet | code

   close  

   @article{padilha2022contentbased,
     title = {Content-Based Detection of Temporal Metadata Manipulation},
     author = {Padilha, Rafael and Salem, Tawfiq and Workman, Scott and Andaló, Fernanda A. and Rocha, Anderson and Jacobs, Nathan},
     year = {2022},
     month = mar,
     day = {11},
     thumbnail = {/thumbnails/tampering.jpg},
     doi = {10.1109/TIFS.2022.3159154},
     journal = {IEEE Transactions on Information Forensics and Security},
     author+an = {6=highlight},
     pdf = {https://arxiv.org/pdf/2103.04736},
     pages = {1316--1327},
     project = {https://rafaspadilha.github.io/publication/padilha22content/},
     code = {https://github.com/rafaspadilha/timestampVerificationTIFS},
     tweet = {https://twitter.com/jacobsn/status/1498729825523015681},
     annotation = {spotlight,webcam,calibration,skyfinder,localization,career,social_media,remote_sensing}
   }
   

2. Salem T, Workman S, Jacobs N. 2020. Learning a Dynamic Map of Visual Appearance. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). DOI: 10.1109/CVPR42600.2020.01245.
   bibtex | paper | website | doi | tweet

   close  

   @inproceedings{salem2020dynamic,
     author = {Salem, Tawfiq and Workman, Scott and Jacobs, Nathan},
     booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
     title = {Learning a Dynamic Map of Visual Appearance},
     doi = {10.1109/CVPR42600.2020.01245},
     year = {2020},
     annotation = {google_crossview,skyfinder,localization,career,remote_sensing,spotlight,timelapse,cvusa,social_media},
     date-modified = {2020-03-31 16:54:47 -0400},
     project = {https://tsalem.github.io/DynamicMaps/},
     note = {Acceptance rate: 25\%},
     pdf = {http://openaccess.thecvf.com/content_CVPR_2020/papers/Salem_Learning_a_Dynamic_Map_of_Visual_Appearance_CVPR_2020_paper.pdf},
     video = {https://www.youtube.com/watch?v=OVTvgWLlJmM},
     tweet = {https://twitter.com/jacobsn/status/1272637141797961729},
     thumbnail = {/thumbnails/dynamic_visual.jpg}
   }
   

3. Mihail RP, Workman S, Bessinger Z, Jacobs N. 2016. Sky Segmentation in the Wild: An Empirical Study. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–6. DOI: 10.1109/WACV.2016.7477637.
   bibtex | paper | website | doi

   close  

   @inproceedings{mihail2016sky,
     annotation = {contextualeyes,dataset_skyfinder,skyfinder,nvidia,timelapse},
     author = {Mihail, Radu Paul and Workman, Scott and Bessinger, Zach and Jacobs, Nathan},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
     pages = {1--6},
     doi = {10.1109/WACV.2016.7477637},
     pdf = {https://drive.google.com/file/d/1-76FxbBQW8oD2m0JnCkZ7RTz-t541TiD/view?usp=sharing},
     project = {https://mvrl.github.io/SkyFinder/},
     title = {Sky Segmentation in the Wild: An Empirical Study},
     note = {Acceptance rate: 42.3\%},
     year = {2016}
   }