Michael Weinmann

About Michael Weinmann

Michael Weinmann, With an exceptional h-index of 21 and a recent h-index of 18 (since 2020), a distinguished researcher at Rheinische Friedrich-Wilhelms-Universität Bonn, specializes in the field of Computer Vision, Computer Graphics, 3D Reconstruction, Virtual Reality, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

RANRAC: Robust Neural Scene Representations via Random Ray Consensus

Publication:“Teaching the Incompressible Navier-Stokes Equations to Fast Neural Surrogate Models in 3D”

Publication:“Learning Incompressible Fluid Dynamics from Scratch-Towards Fast, Differentiable Fluid Models that Generalize”

Neural inverse procedural modeling of knitting yarns from images

Portrait2Bust: DualStyleGAN-based Portrait Image Stylization Based on Bust Sculpture Images

Prototyping Care: Two Case Studies

Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments

Efficient structuring of the latent space for controllable data reconstruction and compression

Michael Weinmann Information

University

Position

Institute of Computer Science II

Citations(all)

1620

Citations(since 2020)

1092

Cited By

869

hIndex(all)

21

hIndex(since 2020)

18

i10Index(all)

34

i10Index(since 2020)

29

Email

University Profile Page

Google Scholar

Michael Weinmann Skills & Research Interests

Computer Vision

Computer Graphics

3D Reconstruction

Virtual Reality

Machine Learning

Top articles of Michael Weinmann

RANRAC: Robust Neural Scene Representations via Random Ray Consensus

arXiv preprint arXiv:2312.09780

2023/12/15

Publication:“Teaching the Incompressible Navier-Stokes Equations to Fast Neural Surrogate Models in 3D”

Nils Wandel

2023/10/27

Publication:“Learning Incompressible Fluid Dynamics from Scratch-Towards Fast, Differentiable Fluid Models that Generalize”

Nils Wandel

2023/10/27

Neural inverse procedural modeling of knitting yarns from images

Computers & Graphics

2024/2/1

Portrait2Bust: DualStyleGAN-based Portrait Image Stylization Based on Bust Sculpture Images

2023

Michael Weinmann
Michael Weinmann

H-Index: 14

Prototyping Care: Two Case Studies

2023

Michael Weinmann
Michael Weinmann

H-Index: 14

Richard Wetzel
Richard Wetzel

H-Index: 9

Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments

2023

Efficient structuring of the latent space for controllable data reconstruction and compression

Graphics and Visual Computing

2022/11

BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics

ISPRS Journal of Photogrammetry and Remote Sensing

2023/11/1

Locally-guided neural denoising

Graphics and Visual Computing

2022/12/1

Spline-pinn: Approaching pdes without data using fast, physics-informed hermite-spline cnns

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators

arXiv preprint arXiv:2205.01087

2022/5/2

Occlusion Fields: An Implicit Representation for Non-Line-of-Sight Surface Reconstruction

arXiv preprint arXiv:2203.08657

2022/3/16

Markus Plack
Markus Plack

H-Index: 1

Michael Weinmann
Michael Weinmann

H-Index: 14

Unbiased Gradient Estimation for Differentiable Surface Splatting via Poisson Sampling

2022

Michael Weinmann
Michael Weinmann

H-Index: 14

Reinhard Klein
Reinhard Klein

H-Index: 33

FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending

arXiv preprint arXiv:2106.13139

2021/6/24

Towards Tangible Cultural Heritage Experiences—Enriching VR-based Object Inspection with Haptic Feedback

ACM Journal on Computing and Cultural Heritage (JOCCH)

2021/12/14

Reinhard Klein
Reinhard Klein

H-Index: 33

Michael Weinmann
Michael Weinmann

H-Index: 14

Weakly-Supervised Single-view Dense 3D Point Cloud Reconstruction via Differentiable Renderer

Chinese Journal of Mechanical Engineering

2021/12

Versatile Multi-constrained Planning for Thermal Ablation of Large Liver Tumors

Computerized Medical Imaging and Graphics

2021/12/1

Efficient 3D Mapping and Modelling of Indoor Scenes with the Microsoft HoloLens: A Survey

PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science

2021/8

Human-Aware Robot Navigation Based on Learned Cost Values from User Studies

2021/8/8

Michael Weinmann
Michael Weinmann

H-Index: 14

Maren Bennewitz
Maren Bennewitz

H-Index: 27

See List of Professors in Michael Weinmann University(Rheinische Friedrich-Wilhelms-Universität Bonn)

Co-Authors

academic-engine