Publications

Conference

• Sanjot Sagar Totade., Nithin C. Babu, Shika Rao, and Rajiv Soundararajan. “Internal Embeddings of Multi-modal LLMs as Generalizable Representations for Image Quality Assessment.” In Proceedings of the Fifteenth Indian Conference on Computer Vision Graphics and Image Processing (ICVGIP), Article 13, pp. 1–9, January 2025 (paper) (project page)

• Nithin C. Babu, Vignesh Kannan, and Rajiv Soundararajan. “No reference opinion unaware quality assessment of authentically distorted images.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 2459–2468, January 2023 (paper) (project page) (video) (poster)

Journal

• Vignesh Kannan, Sameer Malik, Nithin C. Babu, and Rajiv Soundararajan. “Quality assessment of low-light restored images: A subjective study and an unsupervised model.” IEEE Access, 11:68216–68230, July 2023 (paper) (project page)