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检索条件"任意字段=IEEE Information Visualization Conference/IEEE Visualization Conference"

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Emolysis: A Multimodal Open-Source Group Emotion Analysis and visualization Toolkit 12

Emolysis: A Multimodal Open-Source Group Emotion Analysis an...

引用

12th International conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2024

作者： Ghosh, Shreya Cai, Zhixi Gupta, Parul Sharma, Garima Dhall, Abhinav Hayat, Munawar Gedeon, Tom Curtin University Perth Australia Monash University Melbourne Australia Flinders University Adelaide Australia Qualcomm San Diego United States

ISBN: (纸本)9798331516451

Automatic group emotion recognition plays an important role in understanding complex human-human interaction. This paper introduces, Emolysis, a Python-based, standalone open-source group emotion analysis toolkit for use in different social situations upon getting consent from the users. Given any input video, Emolysis processes synchronized multimodal input and maps it to group level emotion, valence and arousal. Additionally, the toolkit supports major mobile and desktop platforms (Android, iOS, Windows). The Emolysis platform also comes with an intuitive graphical user interface that allows users to select different modalities and target persons for more fine-grained emotion analysis. Emolysis is freely available for academic research and encourages application developers to extend it to application specific environments on top of the existing system. We believe that the extension mechanism is quite straightforward. Our code models and interface are available at https://***/ControlNet/emolysis. © 2024 ieee.

关键词： Graphical user interfaces

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BIM Based Live Sensor Data Integration and visualization Using VR

BIM Based Live Sensor Data Integration and Visualization Usi...

引用

2023 ieee conference on Engineering Informatics, EI 2023

作者： Ranjha, Sagheer Ekambaram, Palaneeswaran Shi, Lei Sarve, Ojaswi Bhatt, Keta Munirajappa, Karthik S. Kotapati, Siva S. School of Engineering Swinburne University of Technology Department of Civil and Construction Engineering Melbourne Australia Swinburne University of Technology Trades and Engineering Technologies Melbourne Australia School of Engineering Swinburne University of Technology Melbourne Australia

ISBN: (纸本)9798350338522

Integrating real-time sensor data into Building information Models (BIM) has been a game changer in the field of facility management and building energy optimization. BIM and real-time sensor data plays a crucial role in offering immediate insights that improve decision-making, enhance operational efficiency, increase safety measures, and optimize resource allocation. This paper presents a case study of Swinburne University's Advanced Technologies Centre (ATC) building for integration of live sensor data from Internet of Things (IOT) cloud using DFROBOT Firebeetle Espressif (ESP) 32 microcontroller and Dynamo visual programming. The results present a workflow for the real-time cloud-based data collection and storage of live sensor data with successful integration to BIM model. Further, a framework for visualizing the captured data in Virtual Reality (VR) environment has been proposed for enhanced facility management. © 2023 ieee.

关键词： Data integration

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Top Research Challenges and Opportunities for Near Real-Time Extreme-Scale visualization of Scientific Data

Top Research Challenges and Opportunities for Near Real-Time...

引用

ieee International conference on e-Science and Grid Computing

作者： David Pugmire Kenneth Moreland Tushar M. Athawale James Hammer Jian Huang Computer Science & Math Division Oak Ridge National Laboratory Oak Ridge TN USA Electrical Engineering & Computer Science University of Tennessee Knoxville Knoxville TN USA

ISBN: (数字)9798350365610

ISBN: (纸本)9798350365627

The rapid advancement in scientific simulations and experimental facilities has resulted in the generation of vast amounts of data at unprecedented scales. The analysis and visualization of large amounts of data is a challenge in and of itself, but the requirements for timeliness significantly magnify these difficulties. Near real-time visualization is critical to monitor and analyze the data produced by these large facilities, but current production tools are not well-suited to these requirements. In this position paper, we share our perspective on some of the challenges, and thus, opportunities for research that stand in the way of near-real-time visualization of large scientific data.

关键词： Data visualization Production Real-time systems Data models Monitoring

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MEG-based Classification and Grad-CAM visualization for Major Depressive and Bipolar Disorders with Semi-CNN 44

MEG-based Classification and Grad-CAM Visualization for Majo...

引用

44th Annual International conference of the ieee-Engineering-in-Medicine-and-Biology-Society (EMBC)

作者： Huang, Chun-Chih Low, Intan Kao, Chia-Hsiang Yu, Chuan-Yu Su, Tung-Ping Hsieh, Jen-Chuen Chen, Yong-Sheng Chen, Li-Fen Natl Yang Ming Chiao Tung Univ Sch Med Taipei 112 Taiwan Natl Yang Ming Chiao Tung Univ Inst Brain Sci Taipei 112 Taiwan Taipei Vet Hosp Integrated Brain Res Unit Taipei 112 Taiwan Cheng Hsin Gen Hosp Dept Psychiat Taipei 112 Taiwan Natl Yang Ming Chiao Tung Univ Dept Biol Sci & Technol Hsinchu 300 Taiwan Natl Yang Ming Chiao Tung Univ Dept Comp Sci Hsinchu 300 Taiwan

ISBN: (数字)9781728127828

ISBN: (纸本)9781728127828

Major depressive disorder (MDD) and bipolar disorder (BD) are two major mood disorders with partly overlapped symptoms but different treatments. However, their misdiagnosis and mistreatment are common based on the DSM-V criteria, lacking objective and quantitative indicators. This study aimed to develop a novel approach that accurately classifies MDD and BD based on their resting-state magnetoencephalography (MEG) signals during euthymic phases. A revisited 3D CNN model, Semi-CNN, that could automatically detect brainwave patterns in spatial, temporal, and frequency domains was implemented to classify wavelet-transformed MEG signals of normal controls and MDD and BD patients. The model achieved a test accuracy of 96.05% and an average of 95.71% accuracy for 5-fold cross-validation. Furthermore, saliency maps of the model were estimated using Grad-CAM++ to visualize the proposed classification model and highlight disease-specific brain regions and frequencies.

关键词： visualization Solid modeling Wavelet domain Three-dimensional displays Mood Biological system modeling Frequency-domain analysis

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EuroVis 2022 - 24th Eurographics conference on visualization 2022, Posters

EuroVis 2022 - 24th Eurographics Conference on Visualization...

引用

24th Eurographics conference on visualization, EuroVis 2022

ISBN: (纸本)9783038681854

The proceedings contain 34 papers. The topics discussed include: scientific convergence and divergence in visualization and visual analytics;digital twins of smart farms;automatic segmentation of tooth images: optimization of multi-parameter image processing workflow;explorative visual analysis of spatio-temporal regions to detect hemodynamic biomarker candidates;visually explaining publication ranks in citation-based literature search with PURE suggest;visualizing the evolution of multi-agent game-playing behaviors;visual exploration of genetic sequence variants in pangenomes;interactive visualization of machine learning model results predicting infection risk;a design space for explainable ranking and ranking models;visual queries on bipartite multivariate dynamic social networks;validating perception of hyperspectral textures in virtual reality systems;situated visualization in motion for video games;and using data comics to enhance visualization literacy.

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Web Analytics and visualization for Online Laboratories 1

Web Analytics and Visualization for Online Laboratories

引用

1st ieee Industrial Electronics Society Annual On-Line conference, ONCON 2022

作者： Lei, Zhongcheng Zhou, Hong Hu, Wenshan Wuhan University Department of Artificial Intelligence and Automation Wuhan China

ISBN: (纸本)9798350398069

Online laboratories provide an important tool for industrial electronics disciplines. This paper explores web analytics and visualization on a web-based online laboratory platform based on access data. Web analytics is an essential feature of a web system that can track users' actions and interactions with the system, and help to know the user and the performance of the system. The results of one-year access data are visualized and presented based on the Networked Control System Laboratory (NCSLab), which is a web-based three-dimensional platform that has been providing experimental services for over fifteen years. The results can provide insights for other web-based online platforms. © 2022 ieee.

关键词： Networked control systems

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[DC] Scan2Twin: Virtual Reality for Enhanced Anatomical Investigation

[DC] Scan2Twin: Virtual Reality for Enhanced Anatomical Inve...

引用

Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), ieee conference on

作者： Jennifer Cieliesz Cremer University of Florida

ISBN: (数字)9798350374490

ISBN: (纸本)9798350374506

Interpreting 3D information from 2D slices of data points is a no-toriously difficult process, especially in the medical field with its use of scan imaging. This dissertation aims to apply and assess the advantages of virtual reality (VR) for exploring volumetric visualization of medical images and enable efficient generation of explicit, unambiguous surface models. I will evaluate the effects of stereoscopic viewing on different methods of volumetric data visualizations, experiment with tool development to increase 3D modeling accessibility, and an expert review of the overall system design we refer to as Scan2Twin.

关键词： Solid modeling Three-dimensional displays Reviews Stereo image processing Data visualization Virtual reality Medical services

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Design and Simulation of Lower-Limb Exoskeleton to Assist Paraplegic People in Walking* 8

Design and Simulation of Lower-Limb Exoskeleton to Assist Pa...

引用

8th International conference on Control, Decision and information Technologies (CoDIT)

作者： Umar, Usama Minhas, Hamza Shabbir Naseer, Noman Nazeer, Hammad Iqbal, Sohail Ahmed, Malik Nazir Air Univ Dept Avion & Mech Engn Islamabad Pakistan Air Univ Dept Mechatron & Biomed Engn Islamabad Pakistan

ISBN: (纸本)9781665496070

It is estimated that spinal cord injuries affect approximately 2.5 million people worldwide leaving them unable to perform activities of daily living. However, until the advent of lower limb exoskeletons, the wearer was unable to perform everyday activities such as walking and standing from a static position. A lower- limb exoskeleton is a wearable device encompassing the body to support the neuromuscular system's structural and functional features to assist paraplegic patients with activities of daily living. In this work, a novel, lightweight, and human friendly exoskeleton is designed and analyzed that adapts to the wearer according to his body configuration and allows him to perform 2 DOF movements during walking. Lower Limb exoskeleton is designed in CAD software's according to anthropomorphic requirements that ensures safety and ergonomics. The designed exoskeleton is modeled analytically using the Lagrangian approach and simulated using FEA software's to ensure the structural stability and visualize the motion of the exoskeleton in a virtual environment. From the results, it can be concluded that the proposed exoskeleton can be used for rehabilitation and walking purposes. The simulated results and diagrams of the gait cycle will be important for the development of a physical exoskeleton prototype. The study provides the basis for the development of a prototype lower limb exoskeleton to assist the disabled and elderly in standing and walking.

关键词： Legged locomotion Performance evaluation Solid modeling visualization Wearable computers Exoskeletons Prototypes

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cHand: Visualizing Hands in CHAI3D

cHand: Visualizing Hands in CHAI3D

引用

ieee World Haptics conference (WHC)

作者： Battaglia, Edoardo Fey, Ann Majewicz Univ Texas Austin Dept Mech Engn Austin TX 78712 USA UT Southwestern Med Ctr Dept Surg Dallas TX 75390 USA

ISBN: (纸本)9781665418713

visualization of hand movement is an important part of many haptic experiences. While some existing simulators allow for hand kinematic visualization using a generic hand model, they target robotic grasp planning rather than haptic applications. We aim to fill this gap with cHand, an extension of the haptics software library CHAI3D, which augments it with built-in hand kinematic visualization capabilities. A representation of the hand can be achieved with elementary geometric elements, or with custom geometries loaded from STL files. A live data visualization demo is included, which can be used as a template for other applications. We release cHand as an open source contribution to keep with the open source nature of CHAI3D.

关键词： Geometry Software libraries Shape Data visualization Kinematics Feature extraction Haptic interfaces

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VIDAR Lab: A Virtual Network Environment for Project-Based Learning of Undergraduate Students

VIDAR Lab: A Virtual Network Environment for Project-Based L...

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ieee German Education conference (GeCon)

作者： Karal, Lukas Rathke, Berthold Reichwein, Wilko Tech Univ Berlin Comp Engn Berlin Germany Tech Univ Berlin Telecommun Networks Grp Berlin Germany Tech Univ Berlin Humanities & Educ Sci Berlin Germany

ISBN: (数字)9781665451703

ISBN: (纸本)9781665451703

The field of information technology is rapidly evolving, setting high standards for the academic education of future specialists. In order to meet this new demand, the authors would like to present a virtual network laboratory that provides university teaching staff with the flexibility to adapt both the content and methods to keep the lab up-to-date. This virtual lab was developed based on Graphical Network Simulator 3 (GNS3) and includes an integrated learning concept and assignments. It is called the "Virtual Internet Device Abstractions of Reality lab" (VIDAR(1)-lab for short) and will be used for part of the course Communication Networks at the Technical University Berlin. VIDAR lab uses the approach of virtualising the network hardware in order to keep the level of abstraction as low as possible, while still ensuring realistic practice-oriented work. VIDAR lab employs the concepts of blended learning and Project-based Learning (PBL) to provide an interesting introduction to the topic of networks and the Internet for undergraduate students with the assistance of smart micro methods. The lab is designed to be used both in an online format for remote teaching of hands-on activities and to be held as a PBL-based lab with the traditional way of teaching in Science, technology, engineering, and mathematics (STEM) education. The developed VIDAR lab was tested and evaluated with ten volunteers to ensure the quality of the didactic design and the applicability of GNS3 as a learning solution. The volunteers provided positive feedback on the developed lab, describing the learning experience as effective and enjoyable.

关键词： Training visualization Maintenance engineering Software Internet Software reliability information technology

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