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03/01/2023
Neural inverse procedural modeling of knitting yarns from images
We investigate the capabilities of neural inverse procedural modeling to...
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11/25/2022
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments
Despite the impressive progress of telepresence systems for room-scale s...
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10/24/2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics
Extracting high-level structural information from 3D point clouds is cha...
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06/03/2022
Canonical convolutional neural networks
We introduce canonical weight normalization for convolutional neural net...
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05/02/2022
Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators
We present incomplete gamma kernels, a generalization of Locally Optimal...
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09/15/2021
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs
Partial Differential Equations (PDEs) are notoriously difficult to solve...
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02/10/2021
Towards Tangible Cultural Heritage Experiences – Enriching VR-Based Object Inspection with Haptic Feedback
VR/AR technology is a key enabler for new ways of immersively experienci...
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12/22/2020
Fast Fluid Simulations in 3D with Physics-Informed Deep Learning
Physically plausible fluid simulations play an important role in modern ...
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06/15/2020
Unsupervised Deep Learning of Incompressible Fluid Dynamics
Fast and stable fluid simulations are an essential prerequisite for appl...
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12/13/2019
Bonn Activity Maps: Dataset Description
The key prerequisite for accessing the huge potential of current machine...
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11/29/2019
Orthogonal Wasserstein GANs
Wasserstein-GANs have been introduced to address the deficiencies of gen...
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08/08/2019
Efficient 3D Reconstruction and Streaming for Group-Scale Multi-Client Live Telepresence
Sharing live telepresence experiences for teleconferencing or remote col...
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08/08/2019
A VR System for Immersive Teleoperation and Live Exploration with a Mobile Robot
Applications like disaster management and industrial inspection often re...
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07/01/2019
Automatic reconstruction of fully volumetric 3D building models from point clouds
We present a novel method for reconstructing parametric, volumetric, mul...
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01/19/2019
Automatic normal orientation in point clouds of building interiors
Orienting surface normals correctly and consistently is a fundamental pr...
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05/09/2018
SLAMCast: Large-Scale, Real-Time 3D Reconstruction and Streaming for Immersive Multi-Client Live Telepresence
Real-time 3D scene reconstruction from RGB-D sensor data, as well as the...
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11/22/2017
Visual Analytics of Group Differences in Tensor Fields: Application to Clinical DTI
We present a visual analytics system for exploring group differences in ...
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07/04/2016
A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from Single RGB Images
Estimating depth from a single RGB image is an ill-posed and inherently ...
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11/29/2013