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Nikita Jaipuria

3 accepted papers

2026

LiHi-GS: LiDAR-Supervised Gaussian Splatting for Highway Driving Scene Reconstruction

ICRA 2026poster

Photorealistic 3D scene reconstruction plays an important role in autonomous driving, enabling the generation of novel data from existing datasets to simulate safety-critical scenarios and expand training data without additional acquisition costs. Gaussian Splatting (GS) facilitates real-time, photo…

2025

LiHi-GS: LiDAR-Supervised Gaussian Splatting for Highway Driving Scene Reconstruction

RA-L 2025

Photorealistic 3D scene reconstruction plays an important role in autonomous driving, enabling the generation of novel data from existing datasets to simulate safety-critical scenarios and expand training data without additional acquisition costs. Gaussian Splatting (GS) facilitates real-time, photo

Cited by 7SourceScholar
2022

SIMBAR: Single Image-Based Scene Relighting for Effective Data Augmentation for Automated Driving Vision Tasks

CVPR 2022poster

Real-world autonomous driving datasets comprise of images aggregated from different drives on the road. The ability to relight captured scenes to unseen lighting conditions, in a controllable manner, presents an opportunity to augment datasets with a richer variety of lighting conditions, similar to…

Cited by 15PDFcodeScholar