2022
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Recent Submissions
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Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains
(2022-06-14)The growing need for reliable and accurate recognition solutions along with the recent innovations in deep learning methodologies has reshaped the research landscape of biometric recognition. Developing efficient biometric ... -
Computer Vision and Deep Learning based road monitoring towards a Connected, Cooperative and Automated Mobility
(2022-11-11)The future of mobility will be connected, cooperative and autonomous. All vehicles on the road will be connected to each other as well as to the infrastructure. Traffic will be mixed and human-driven vehicles will coexist ... -
Drawing On Surfaces
(2022-07-25)Vector graphics in $2$D is consolidated since decades, as is supported in many design applications, such as Adobe Illustrator \cite{adobeillustrator}, and languages, like Scalable Vector Graphics (SVG) \cite{SVG}. In ... -
Latency Hiding and High Fidelity Novel View Synthesis on Thin Clients using Decoupled Streaming Rendering from Powerful Servers
(Universität des Saarlandes, 2022)Highly responsive 3D applications with state-of-the-art visual fidelity have always been associated with heavy immobile workstation hardware. By offloading demanding computations to powerful servers in the cloud, streaming ... -
Data-driven models of 3D avatars and clothing for virtual try-on
(2022-07)Clothing plays a fundamental role in our everyday lives. When we choose clothing to buy or wear, we guide our decisions based on a combination of fit and style. For this reason, the majority of clothing is purchased at ... -
Interactive Authoring of 3D Shapes Represented as Programs
(Institut Polytechnique de Paris, 2022-07-11)Although hardware and techniques have considerably improved over the years at handling heavy content, digital 3D creation remains fairly complex, partly because the bottleneck also lies in the cognitive load imposed over ... -
Scaling Up Medical Visualization: Multi-Modal, Multi-Patient, and Multi-Audience Approaches for Medical Data Exploration, Analysis and Communication
(The University of Bergen, 2022-09-02)Medical visualization is one of the most application-oriented areas of visualization research. Close collaboration with medical experts is essential for interpreting medical imaging data and creating meaningful visualization ... -
Registration of Heterogenous Data for Urban Modeling
(2022-06-22)Indoor/Outdoor modeling of buildings is an important issue in the field of building life cycle management. It is seen as a joint process where the two aspects collaborate to take advantage of their semantic and geometric ... -
Deep Learning Interpretability with Visual Analytics: Exploring Reasoning and Bias Exploitation
(2022-05-16)In the last couple of years, Artificial Intelligence (AI) and Machine Learning have evolved, from research domains addressed in laboratories far from the public eye, to technology deployed on industrial scale widely impacting ... -
Algorithms for Data-Driven Geometric Stylization & Acceleration
(University of Toronto, 2022-09-29)In this thesis, we investigate computer algorithms for creating stylized 3D digital content and numerical tools for processing high-resolution geometric data. This thesis first addresses the problem of geometric ... -
Procedural noises for the design of small-scale structures in Additive Manufacturing
(2022-04-08)The democratization of AM has sparked a renewed interest in its potential applications. Among these, the ability to print small-scale structures is particularly promising: The geometry of internal small-scales structures ... -
Analysis and Generation of Quality Polytopal Meshes with Applications to the Virtual Element Method
(University of Genoa, Department of Mathematics, 2022-08-31)This thesis explores the concept of the quality of a mesh, the latter being intended as the discretization of a two- or three- dimensional domain. The topic is interdisciplinary in nature, as meshes are massively used in ... -
Homogenizing Yarn Simulations: Large-scale mechanics, small-scale detail, and quantitative fitting
(Institute of Science and Technology Austria, 2022-09-09)The complex yarn structure of knitted and woven fabrics gives rise to both a mechanical and visual complexity. The small-scale interactions of yarns colliding with and pulling on each other result in drastically different ... -
Detail-driven Geometry Processing Pipeline using Neural Networks
(ETH Research Collection, 2022-01)Geometry processing is an established field in computer graphics, covering a variety of topics that embody decades-long research. However, with the pressing demand of reality digitization arising in recent years, classic ...
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