Publications

2023

1. US Patent

   System and method for training of noise model using noisy signal pairs

   Maleky, Ali, Brubaker, Marcus Anthony, and Brown, Michael Scott

   2023

   Bib PDF

   @article{maleky2023noisep,
     abbr = {US Patent},
     title = {System and method for training of noise model using noisy signal pairs},
     author = {Maleky, Ali and Brubaker, Marcus Anthony and Brown, Michael Scott},
     pdf = {https://patents.google.com/patent/US20230153957A1/en},
     year = {2023},
     bibtex_show = {true}
   }

2022

1. CVPR

   Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images

   Maleky, Ali, Kousha, Shayan, Brown, Michael S., and Brubaker, Marcus A.

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

   Bib PDF Website

   @inproceedings{maleky2022noise,
     abbr = {CVPR},
     title = {Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images},
     author = {Maleky, Ali and Kousha, Shayan and Brown, Michael S. and Brubaker, Marcus A.},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     website = {https://yorkucvil.github.io/Noise2NoiseFlow/},
     pdf = {https://arxiv.org/abs/2206.01103},
     year = {2022},
     bibtex_show = {true}
   }

2. CVPR

   Modeling sRGB Camera Noise with Normalizing Flows

   Kousha, Shayan,  Maleky, Ali, Brown, Michael S., and Brubaker, Marcus A.

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

   Bib PDF Website

   @inproceedings{Kousha2022ModelingsRGB,
     abbr = {CVPR},
     author = {Kousha, Shayan and Maleky, Ali and Brown, Michael S. and Brubaker, Marcus A.},
     title = {Modeling sRGB Camera Noise with Normalizing Flows},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     website = {https://yorkucvil.github.io/sRGBNoise/},
     pdf = {https://arxiv.org/abs/2206.00812},
     video = {https://youtu.be/Pwt6toOstoE},
     year = {2022},
     bibtex_show = {true}
   }