24 citations · 27 across the 3 of their papers we have counts for
3 papers
LANe: Lighting-Aware Neural Fields for Compositional Scene Synthesis
Akshay Krishnan, Amit Raj, Xianling Zhang +5
Neural fields have recently enjoyed great success in representing and rendering 3D scenes. However, most state-of-the-art implicit representations model static or dynamic scenes as…
CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations
Alexandra Carlson, Manikandasriram Srinivasan Ramanagopal, Nathan Tseng +3
Recent advances in neural radiance fields (NeRFs) achieve state-of-the-art novel view synthesis and facilitate dense estimation of scene properties. However, NeRFs often fail for l…
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks
Xianling Zhang, Nathan Tseng, Ameerah Syed +2
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 c…