Publications

2024

1. Convex Hull Prediction for Adaptive Video Streaming by Recurrent Learning

   Somdyuti Paul, Andrey Norkin, and Alan C. Bovik

   IEEE Transactions on Image Processing, 2024

2022

1. Self-supervised learning of perceptually optimized block motion estimates for video compression

   Somdyuti Paul, Andrey Norkin, and Alan C. Bovik

   IEEE Transactions on Image Processing, 2022

   Bib

   @article{paul2022self,
     title = {Self-supervised learning of perceptually optimized block motion estimates for video compression},
     author = {Paul, Somdyuti and Norkin, Andrey and Bovik, Alan C.},
     journal = {IEEE Transactions on Image Processing},
     volume = {32},
     pages = {617--630},
     year = {2022},
     publisher = {IEEE},
     doi = {10.1109/TIP.2022.3231082}
   }

2021

1. A subjective and objective study of space-time subsampled video quality

   Dae Yeol Lee, Somdyuti Paul, Christos G Bampis, and 5 more authors

   IEEE Transactions on Image Processing, 2021

   Bib

   @article{lee2021subjective,
     title = {A subjective and objective study of space-time subsampled video quality},
     author = {Lee, Dae Yeol and Paul, Somdyuti and Bampis, Christos G and Ko, Hyunsuk and Kim, Jongho and Jeong, Se Yoon and Homan, Blake and Bovik, Alan C.},
     journal = {IEEE Transactions on Image Processing},
     volume = {31},
     pages = {934--948},
     year = {2021},
     publisher = {IEEE},
     doi = {10.1109/TIP.2021.3137658}
   }

2. On visual masking estimation for adaptive quantization using steerable filters

   Somdyuti Paul, Andrey Norkin, and Alan C. Bovik

   Signal Processing: Image Communication, 2021

   Bib

   @article{paul2021visual,
     title = {On visual masking estimation for adaptive quantization using steerable filters},
     author = {Paul, Somdyuti and Norkin, Andrey and Bovik, Alan C.},
     journal = {Signal Processing: Image Communication},
     volume = {96},
     pages = {116290},
     year = {2021},
     publisher = {Elsevier},
     doi = {10.1016/j.image.2021.116290}
   }

2020

1. Speeding up VP9 intra encoder with hierarchical deep learning-based partition prediction

   Somdyuti Paul, Andrey Norkin, and Alan C. Bovik

   IEEE Transactions on Image Processing, 2020

   Bib

   @article{paul2020speeding,
     title = {Speeding up VP9 intra encoder with hierarchical deep learning-based partition prediction},
     author = {Paul, Somdyuti and Norkin, Andrey and Bovik, Alan C.},
     journal = {IEEE Transactions on Image Processing},
     volume = {29},
     pages = {8134--8148},
     year = {2020},
     publisher = {IEEE},
     doi = {10.1109/TIP.2020.3011270}
   }

2019

1. Image statistic models characterize well log image quality

   Somdyuti Paul, and Alan C. Bovik

   IEEE Geoscience and Remote Sensing Letters, 2019

   Bib

   @article{paul2019image,
     title = {Image statistic models characterize well log image quality},
     author = {Paul, Somdyuti and Bovik, Alan C.},
     journal = {IEEE Geoscience and Remote Sensing Letters},
     volume = {16},
     number = {7},
     pages = {1130--1134},
     year = {2019},
     publisher = {IEEE},
     doi = {10.1109/LGRS.2019.2893363}
   }

2017

1. Selection of keyframes for video colourization using steerable filtering

   Somdyuti Paul, Saumik Bhattacharya, and Sumana Gupta

   Sādhanā, 2017

   Bib

   @article{paul2017selection,
     title = {Selection of keyframes for video colourization using steerable filtering},
     author = {Paul, Somdyuti and Bhattacharya, Saumik and Gupta, Sumana},
     journal = {S{\=a}dhan{\=a}},
     volume = {42},
     pages = {1685--1692},
     year = {2017},
     publisher = {Springer},
     doi = {10.1007/s12046-017-0720-y}
   }

2. Deterministic policy gradient based robotic path planning with continuous action spaces

   Somdyuti Paul, and Lovekesh Vig

   In Proceedings of the IEEE International Conference on Computer Vision Workshops , 2017

   Bib

   @inproceedings{paul2017deterministic,
     title = {Deterministic policy gradient based robotic path planning with continuous action spaces},
     author = {Paul, Somdyuti and Vig, Lovekesh},
     booktitle = {Proceedings of the IEEE International Conference on Computer Vision Workshops},
     pages = {725--733},
     year = {2017},
     doi = {10.1109/ICCVW.2017.91}
   }

2016

1. Spatiotemporal colorization of video using 3d steerable pyramids

   Somdyuti Paul, Saumik Bhattacharya, and Sumana Gupta

   IEEE Transactions on Circuits and Systems for Video Technology, 2016