1.2k citations · 2.2k across the 48 of their papers we have counts for
9 papers · 1 filter
High-Fidelity Neural Human Motion Transfer from Monocular Video
Moritz Kappel, Vladislav Golyanik, Mohamed Elgharib +5
Video-based human motion transfer creates video animations of humans following a source motion. Current methods show remarkable results for tightly-clad subjects. However, the lack…
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models
Uğur Çoğalan, Mojtaba Bemana, Karol Myszkowski +2
We seek to reconstruct sharp and noise-free high-dynamic range (HDR) video from a dual-exposure sensor that records different low-dynamic range (LDR) information in different pixel…
EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream
Viktor Rudnev, Vladislav Golyanik, Jiayi Wang +4
3D hand pose estimation from monocular videos is a long-standing and challenging problem, which is now seeing a strong upturn. In this work, we address it for the first time using…
i3DMM: Deep Implicit 3D Morphable Model of Human Heads
Tarun Yenamandra, Ayush Tewari, Florian Bernard +4
We present the first deep implicit 3D morphable model (i3DMM) of full heads. Unlike earlier morphable face models it not only captures identity-specific geometry, texture, and expr…
Learning Complete 3D Morphable Face Models from Images and Videos
Mallikarjun B R, Ayush Tewari, Hans-Peter Seidel +2
Most 3D face reconstruction methods rely on 3D morphable models, which disentangle the space of facial deformations into identity geometry, expressions and skin reflectance. These…
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
Mojtaba Bemana, Karol Myszkowski, Hans-Peter Seidel +1
We suggest to represent an X-Field -a set of 2D images taken across different view, time or illumination conditions, i.e., video, light field, reflectance fields or combinations th…
Monocular Reconstruction of Neural Face Reflectance Fields
Mallikarjun B R., Ayush Tewari, Tae-Hyun Oh +7
The reflectance field of a face describes the reflectance properties responsible for complex lighting effects including diffuse, specular, inter-reflection and self shadowing. Most…
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos
Gereon Fox, Wentao Liu, Hyeongwoo Kim +3
There are concerns that new approaches to the synthesis of high quality face videos may be misused to manipulate videos with malicious intent. The research community therefore deve…
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images
Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj +5
StyleGAN generates photorealistic portrait images of faces with eyes, teeth, hair and context (neck, shoulders, background), but lacks a rig-like control over semantic face paramet…