publications

2023

2022

1. Learning Topological Interactions for Multi-Class Medical Image Segmentation

   Saumya Gupta, Xiaoling Hu, James Kaan, and 8 more authors

   In European Conference on Computer Vision 2022

   arXiv Bib HTML Code Poster Slides

   @inproceedings{gupta2022learning,
     title = {Learning Topological Interactions for Multi-Class Medical Image Segmentation},
     author = {Gupta, Saumya and Hu, Xiaoling and Kaan, James and Jin, Michael and Mpoy, Mutshipay and Chung, Katherine and Singh, Gagandeep and Saltz, Mary and Kurc, Tahsin and Saltz, Joel and others},
     booktitle = {European Conference on Computer Vision},
     pages = {701--718},
     year = {2022},
     organization = {Springer},
   }

2021

1. Unsupervised Deep Learning based Longitudinal Follicular Growth Tracking during IVF Cycle using 3D Transvaginal Ultrasound in Assisted Reproduction

   Diplav Srivastava, Saumya Gupta, Srinivas Kudavelly, and 2 more authors

   In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021

   Bib

   @inproceedings{srivastava2021unsupervised,
     title = {Unsupervised Deep Learning based Longitudinal Follicular Growth Tracking during IVF Cycle using 3D Transvaginal Ultrasound in Assisted Reproduction},
     author = {Srivastava, Diplav and Gupta, Saumya and Kudavelly, Srinivas and Ga, Ramaraju and others},
     booktitle = {2021 43rd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
     pages = {3209--3212},
     year = {2021},
     organization = {IEEE}
   }

2. Del-Net: A Single-Stage Network for Mobile Camera ISP

   Saumya Gupta, Diplav Srivastava, Umang Chaturvedi, and 2 more authors

   arXiv preprint arXiv:2108.01623 2021

   Bib

   @article{gupta2021net,
     title = {Del-Net: A Single-Stage Network for Mobile Camera ISP},
     author = {Gupta, Saumya and Srivastava, Diplav and Chaturvedi, Umang and Jain, Anurag and Khandelwal, Gaurav},
     journal = {arXiv preprint arXiv:2108.01623},
     year = {2021}
   }

3. Ovarian assessment using deep learning-based 3D ultrasound super resolution

   Saumya Gupta, Srinivas Rao Kudavelly, GA Ramaraju, and 1 more author

   In Medical Imaging 2021: Computer-Aided Diagnosis 2021

   Bib

   @inproceedings{gupta2021ovarian,
     title = {Ovarian assessment using deep learning-based 3D ultrasound super resolution},
     author = {Gupta, Saumya and Kudavelly, Srinivas Rao and Ramaraju, GA and others},
     booktitle = {Medical Imaging 2021: Computer-Aided Diagnosis},
     volume = {11597},
     pages = {127--137},
     year = {2021},
     organization = {SPIE}
   }

2017

1. Currency recognition system using image processing

   Vedasamhitha Abburu, Saumya Gupta, SR Rimitha, and 2 more authors

   In 2017 Tenth International Conference on Contemporary Computing (IC3) 2017

   Bib

   @inproceedings{abburu2017currency,
     title = {Currency recognition system using image processing},
     author = {Abburu, Vedasamhitha and Gupta, Saumya and Rimitha, SR and Mulimani, Manjunath and Koolagudi, Shashidhar G},
     booktitle = {2017 Tenth International Conference on Contemporary Computing (IC3)},
     pages = {1--6},
     year = {2017},
     organization = {IEEE}
   }