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检索条件"机构=The Institute of Visual Computing and Human Centered Technology"

共 179 条记录，以下是1-10 订阅

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Distributed Surface Reconstruction

Distributed Surface Reconstruction

引用

45th Annual Conference on European Association for Computer Graphics, EUROGRAPHICS 2024

作者： Marin, D. Komon, P. Ohrhallinger, S. Wimmer, M. Institute of Visual Computing & Human-Centered Technology TU Wien Austria

ISBN: (纸本)9783038682394

Recent advancements in scanning technologies and their rise in availability have shifted the focus from reconstructing surfaces from point clouds of small areas to large, e.g., city-wide scenes, containing massive amounts of data. We adapt a surface reconstruction method to work in a distributed fashion on a high-performance cluster, reconstructing datasets with millions of vertices in seconds. We exploit the locality of the connectivity required by the reconstruction algorithm to efficiently divide-and-conquer the problem of creating triangulations from very large unstructured point clouds. © 2024 The Authors.

关键词： Surface reconstruction

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Advancing Handwritten Text Detection by Synthetic Text 27th

Advancing Handwritten Text Detection by Synthetic Text

引用

27th International Conference on Pattern Recognition, ICPR 2024

作者： Muth, Markus Peer, Marco Kleber, Florian Sablatnig, Robert Computer Vision Lab Institute of Visual Computing and Human-Centered Technology TU Wien Wien1040 Austria

ISBN: (纸本)9783031784941

In this paper, the usability of synthetic handwritten text to improve machine learning models is examined for the domain of handwritten text detection. We generate synthetic handwritten text by using an existing model based on a style conditioned GAN, and add those texts to scanned documents to mimic handwritten annotations. Object detection models (YOLOv5 and YOLOv8) are trained using synthetic data as a baseline to distinguish handwritten text from remaining content. We study different granularity labels (word-, line- and paragraph-level) and model sizes in our evaluation and show that applying those models to real data results in a mAP@50 of 0.88 and a pixel-level F1@50 of 0.96 for the CVL dataset, and a mAP@50 of 0.72 and F1@50 of 0.89 for SCAN, a custom dataset, created by adding real handwritten annotations to a scientific paper. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Contrastive Learning

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WebGPU for Scalable Client-Side Aggregate visualization

WebGPU for Scalable Client-Side Aggregate Visualization

引用

25th Eurographics Conference on visualization, EuroVis 2023

作者： Kimmersdorfer, Gerald Wolf, Dominik Waldner, Manuela TU Wien Institute of Visual Computing & Human-Centered Technology Austria

ISBN: (纸本)9783038682202

WebGPU is a new graphics API, which now provides compute shaders for general purpose GPU operations in web browsers. We demonstrate the potential of this new technology for scalable information visualization by showing how to filter and aggregate a spatio-temporal dataset with millions of temperature measurements for real-time interactive exploration of climate change. © 2023 The Authors.

关键词： Temperature measurement

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Parameter-Free and Improved Connectivity for Point Clouds

Parameter-Free and Improved Connectivity for Point Clouds

引用

44th Annual Conference on European Association for Computer Graphics, EUROGRAPHICS 2023

作者： Marin, D. Ohrhallinger, S. Wimmer, M. Institute of Visual Computing and Human-Centered Technology TU Wien Austria

ISBN: (纸本)9783038682110

Determining connectivity in unstructured point clouds is a long-standing problem that is still not addressed satisfactorily. In this poster, we propose an extension to the proximity graph introduced in [MOW22] to three-dimensional models. We use the spheres-of-influence (SIG) proximity graph restricted to the 3D Delaunay graph to compute connectivity between points. Our approach shows a better encoding of the connectivity in relation to the ground truth than the k-nearest neighborhood (kNN) for a wide range of k values, and additionally, it is parameter-free. Our result for this fundamental task offers potential for many applications relying on kNN, e.g., improvements in normal estimation, surface reconstruction, motion planning, simulations, and many more. © 2023 The Authors.

关键词： Motion planning

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visual Analytics Meets Temporal Reasoning: Challenges and Opportunities 29

Visual Analytics Meets Temporal Reasoning: Challenges and Op...

引用

29th International Symposium on Temporal Representation and Reasoning, TIME 2022

作者： Miksch, Silvia Institute of Visual Computing and Human-Centered Technology TU Wien Austria

ISBN: (纸本)9783959772624

visual Analytics as the science of analytical reasoning facilitated by interactive visual interfaces aims to enable the exploration and the understanding of large, heterogeneous, and complex data sets. Time is an important data dimension with distinct characteristics. Intertwining visual Analytics with time and temporal reasoning introduces outstanding challenges and opportunities, which I will illustrate in this talk. © Silvia Miksch.

关键词： visualization

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Evaluation of Virtual Reality for Early-Stage Structure and Production Planning for Industrial Buildings

Evaluation of Virtual Reality for Early-Stage Structure and ...

引用

2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023

作者： Podkosova, Iana Reisinger, Julia Zahlbruckner, Maria Antonia Kovacic, Iva Kaufmann, Hannes Tu Wien Institute of Visual Computing and Human-Centered Technology Austria Tu Wien Institute of Building and Industrial Construction Austria

ISBN: (纸本)9798350328912

Efficient communication between stakeholders is key to successful project planning in the AEC industry. The workflow proposed in the research project BIMFlexi enables interdisciplinary exchange already at the early stages of industrial building planning by using Building Information Modeling for integral design of the future production and the building structure. Communication in BIMFlexi is supported by a Virtual Reality platform, BIMFlexi-VR, that provides a multi-user virtual environment in which architects, structural engineers, production planners and production owners can collaboratively change parameters of the planned building and see the resulting changes in the building geometry and various fitness metrics in real-time. This paper discusses the results of the evaluation of BIMFlexi-VR by interdisciplinary teams of professionals from the AEC industry, which identified a strong potential of our platform for interdisciplinary presentation and communication. © 2023 IEEE.

关键词： Virtual reality

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Artificial Intelligence for Attention Management in human-Machine Cooperation 17

Artificial Intelligence for Attention Management in Human-Ma...

引用

17th International Conference on Wirtschaftsinformatik, WI 2022

作者： Wintersberger, Philipp Michahelles, Florian Institute of Visual Computing and Human-centered Technology TU Wien Vienna Austria

humans increasingly share their attention among multiple digital technologies, and the negative effects of multitasking are well documented. A potential approach to improve the situation are Attentive User Interfaces that react to and guide human attention. Such interfaces could more precisely time their interruptions so that users can switch between activities more fluently. We suggest investigating how reinforcement learning could improve interruption timings, aiming to enhance efficiency in human-machine cooperation. To illustrate the approach, we present two case studies in different cooperation scenarios (visual-cognitive dual-task and automated driving). We present promising early results, limitations, and challenges, which need to be resolved to realize the concept. © 2022 17th International Conference on Wirtschaftsinformatik, WI 2022. All rights reserved.

关键词： human computer interaction

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Storytelling in the Metaverse: From Desktop to Immersive Virtual Reality Storyboarding 2

Storytelling in the Metaverse: From Desktop to Immersive Vir...

引用

2nd Edition IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023

作者： Manuri, Federico Sanna, Andrea De Pace, Francesco Dauin Politecnico di Torino Torino Italy Institute of Visual Computing and Human-Centered Technology Tu Wien Vienna Austria

ISBN: (纸本)9798350300802

Creatives from the animation and film industries have always been experimenting with innovative tools and methodologies to improve the creation of prototypes of their visual sequences before bringing them to life. In recent years, as realistic real-time rendering techniques have emerged, the increasing popularity of virtual reality (VR) can lead to new approaches and solutions, leveraging the immersive and interactive features provided by 3D immersive experiences. A 3D desktop application and a novel storyboarding pipeline, which can automatically generate a storyboard including camera details and a textual description of the actions performed in three-dimensional environments, have already been investigated in previous work. The aim was to exploit new technologies to improve existing 3D storytelling approaches, thus providing a software solution for expert and novice storyboarders. This research investigates 3D storyboarding in immersive virtual reality (IVR) to move toward a new storyboarding paradigm. IVR systems provide peculiarities such as body-controlled exploration of the 3D scene and a head-dependant camera view that can extend features of traditional storyboarding tools. The proposed system enables users to set up the virtual stage, adding elements to the scene and exploring the environment as they build it. After that, users can select the available characters or the camera, control them in first person, position them in the scene, and perform actions selecting from a list of options, each paired with a corresponding animation. Relying on the concept of state-machine, the system can automatically generate the list of available actions depending on the context. Finally, the descriptions for each storyboard panel are automatically generated based on the history of activities performed. The proposed application maintains all the functionalities of the desktop version and can be effectively used to create storyboards in immersive virtual environments. © 2023

关键词： authoring tool character animation immersive virtual reality Tabletop storyboarding

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[DC] Conversational Agents for Natural human-Computer Interaction in Virtual Reality

[DC] Conversational Agents for Natural Human-Computer Intera...

引用

Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), IEEE Conference on

作者： Matteo Bosco Institute of Visual Computing and Human-Centered Technology TU Wien Austria

ISBN: (数字)9798331514846

ISBN: (纸本)9798331525637

With the emergence of large language models (LLMs), conversational agents (CAs) have gained significant attention across various domains, including virtual reality (VR). Although LLMs are capable of simulating human dialogue with impressive realism, interactions with LLM-powered CAs still appear unnatural and lack a human-like feel. This is primarily due to several key challenges, including limitations in the accuracy of speech recognition and the quality of speech synthesis. Furthermore, CAs need more autonomy and more natural turn-taking abilities to enable realistic and engaging interactions in VR. This position paper outlines my PhD research by discussing my motivation for improving CAs in VR environments, summarizing my previous work, and presenting my planned research directions.

关键词： human computer interaction Three-dimensional displays Large language models Conferences Natural languages Virtual reality Speech recognition Medical services Companies Speech synthesis

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Conversational Agents for Natural human-Computer Interaction in Virtual Reality

Conversational Agents for Natural Human-Computer Interaction...

引用

2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2025

作者： Bosco, Matteo Tu Wien Institute of Visual Computing and Human-Centered Technology Austria

ISBN: (纸本)9798331514846

关键词： Virtual reality

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