A repository of resources for privacy constraints in computer vision.

Papers

• (Pittaluga & Koppal, 2015)

• (Pittaluga & Koppal, 2016)

• (Pittaluga et al., 2016)

• (Yonetani et al., 2017) ( Source Code )

• (Boddeti, 2018)

• (Pittaluga et al., 2019)

• (Pittaluga et al., 2019)

• (Wang et al., 2019)

• (Speciale et al., 2019)

• (Speciale et al., 2019)

References

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1. Pittaluga, F., & Koppal, S. J. (2015). Privacy preserving optics for miniature vision sensors. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
2. Pittaluga, F., & Koppal, S. J. (2016). Pre-capture privacy for small vision sensors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(11), 2215–2226.
3. Pittaluga, F., Zivkovic, A., & Koppal, S. J. (2016). Sensor-level privacy for thermal cameras. IEEE International Conference on Computational Photography (ICCP).
4. Yonetani, R., Boddeti, V., Kitani, K. M., & Sato, Y. (2017). Privacy-preserving visual learning using doubly permuted homomorphic encryption. IEEE International Conference on Computer Vision (ICCV).
5. Boddeti, V. N. (2018). Secure face matching using fully homomorphic encryption. IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS).
6. Pittaluga, F., Koppal, S. J., Kang, S. B., & Sinha, S. N. (2019). Revealing scenes by inverting structure from motion reconstructions. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
7. Pittaluga, F., Koppal, S., & Chakrabarti, A. (2019). Learning privacy preserving encodings through adversarial training. IEEE Winter Conference on Applications of Computer Vision (WACV).
8. Wang, Z. W., Vineet, V., Pittaluga, F., Sinha, S. N., Cossairt, O., & Bing Kang, S. (2019). Privacy-Preserving Action Recognition using Coded Aperture Videos. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
9. Speciale, P., Schonberger, J. L., Kang, S. B., Sinha, S. N., & Pollefeys, M. (2019). Privacy preserving image-based localization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
10. Speciale, P., Schönberger, J. L., Sinha, S. N., & Pollefeys, M. (2019). Privacy Preserving Image Queries for Camera Localization. IEEE International Conference on Computer Vision (ICCV).