38 citations · 93 across the 25 of their papers we have counts for
26 papers
Temporally Aware Densification for Dynamic 3D Gaussian Splatting
Vikram Sandu, Mayurdeep Pathak, Rajiv Soundararajan
Despite modeling temporal motion, dynamic 3D Gaussian Splatting (3DGS) methods still inherit a static densification strategy that is ill-suited for dynamic scenes. This neglect of…
DynamicEval: Rethinking Evaluation for Dynamic Text-to-Video Synthesis
Nithin C. Babu, Aniruddha Mahapatra, Harsh Rangwani +2
Existing text-to-video (T2V) evaluation benchmarks, such as VBench and EvalCrafter, suffer from two limitations. (i) While the emphasis is on subject-centric prompts or static came…
AD-GS: Alternating Densification for Sparse-Input 3D Gaussian Splatting
Gurutva Patle, Nilay Girgaonkar, Nagabhushan Somraj +1
3D Gaussian Splatting (3DGS) has shown impressive results in real-time novel view synthesis. However, it often struggles under sparse-view settings, producing undesirable artifacts…
UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors
Suhas Srinath, Aditya Chandrasekar, Hemang Jamadagni +2
With the rise of marine exploration, underwater imaging has gained significant attention as a research topic. Underwater video enhancement has become crucial for real-time computer…
Image and Video Quality Assessment using Prompt-Guided Latent Diffusion Models for Cross-Dataset Generalization
Shankhanil Mitra, Diptanu De, Shika Rao +1
The design of image and video quality assessment (QA) algorithms is extremely important to benchmark and calibrate user experience in modern visual systems. A major drawback of the…
Factorized Motion Fields for Fast Sparse Input Dynamic View Synthesis
Nagabhushan Somraj, Kapil Choudhary, Sai Harsha Mupparaju +1
Designing a 3D representation of a dynamic scene for fast optimization and rendering is a challenging task. While recent explicit representations enable fast learning and rendering…