activity
20172023
most citedDiscriminative Transfer Learning for General Image Restoration

15 citations · 32 across the 6 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★ 1 cited

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★ 15 cited

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…