activity
20172023
most citedSNeRF: Stylized Neural Implicit Representations for 3D Scenes

14 citations · 16 across the 4 of their papers we have counts for

collaborators

6 papers

cs.CV2023

Tiled Multiplane Images for Practical 3D Photography

Numair Khan, Douglas Lanman, Lei Xiao

The task of synthesizing novel views from a single image has useful applications in virtual reality and mobile computing, and a number of approaches to the problem have been propos…

cs.CV2023

Temporally Consistent Online Depth Estimation Using Point-Based Fusion

Numair Khan, Eric Penner, Douglas Lanman +1

Depth estimation is an important step in many computer vision problems such as 3D reconstruction, novel view synthesis, and computational photography. Most existing work focuses on…

cs.CV2022★ 14 cited

SNeRF: Stylized Neural Implicit Representations for 3D Scenes

Thu Nguyen-Phuoc, Feng Liu, Lei Xiao

This paper presents a stylized novel view synthesis method. Applying state-of-the-art stylization methods to novel views frame by frame often causes jittering artifacts due to the…

cs.CV2022★ 2 cited

NeuralPassthrough: Learned Real-Time View Synthesis for VR

Lei Xiao, Salah Nouri, Joel Hegland +2

Virtual reality (VR) headsets provide an immersive, stereoscopic visual experience, but at the cost of blocking users from directly observing their physical environment. Passthroug…

cs.CV2021

View Synthesis of Dynamic Scenes based on Deep 3D Mask Volume

Kai-En Lin, Guowei Yang, Lei Xiao +2

Image view synthesis has seen great success in reconstructing photorealistic visuals, thanks to deep learning and various novel representations. The next key step in immersive virt…

cs.CV2017

Discriminative Transfer Learning for General Image Restoration

Lei Xiao, Felix Heide, Wolfgang Heidrich +2

Recently, several discriminative learning approaches have been proposed for effective image restoration, achieving convincing trade-off between image quality and computational effi…