Publications

1. Nagabhushan S N, "Sparse Input View Synthesis: 3D Representations and Reliable Priors", Sep 2024.
   Advisor: Dr. Rajiv Soundararajan; Thesis Reviewers: Dr. Kaushik Mitra (IIT Madras), Dr. Aniket Bera (Purdue University).
   Submitted: May 2024; Accepted and Defended: Sep 2024. [pdf], [arXiv], [IISc ETD]

1. Nagabhushan Somraj, Sai Harsha Mupparaju, Adithyan Karanayil, Rajiv Soundararajan, "Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions", under review. [pdf], [Project Page]
2. Nagabhushan Somraj, Kapil Choudhary, Sai Harsha Mupparaju, Rajiv Soundararajan, "Factorized Motion Fields for Fast Sparse Input Dynamic View Synthesis", in ACM Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH), Denver, CO, USA, Jul 2024. [pdf], [Project Page]

1. Nagabhushan Somraj, Adithyan Karanayil, Rajiv Soundararajan, "SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions", in ACM SIGGRAPH Asia, Sydney, Australia, Dec 2023. [pdf], [Project Page]
2. Nagabhushan Somraj, Rajiv Soundararajan, "ViP-NeRF: Visibility Prior for Sparse Input Neural Radiance Fields", in ACM Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH), Los Angeles, CA, USA, Aug 2023. [pdf], [Project Page]

1. Nagabhushan Somraj, Pranali Sancheti, Rajiv Soundararajan, "Temporal View Synthesis of Dynamic Scenes through 3D Object Motion Estimation with Multi-Plane Images", in IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Singapore, Oct 2022. [arXiv], [Project Page]
2. Nagabhushan Somraj, Manoj Surya Kashi, S P Arun, Rajiv Soundararajan, "Understanding the Perceived Quality of Video Predictions", in Signal Processing: Image Communication, vol 102, Mar 2022. [arXiv], [Project Page]
3. Vijayalakshmi Kanchana, Nagabhushan Somraj, Suraj Yadwad, Rajiv Soundararajan, "Revealing Disocclusions in Temporal View Synthesis through Infilling Vector Prediction", in IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan 2022. [arXiv], [Project Page]