IEEE Computer Graphics and Applications最新文献_第7页

Trame: Platform Ubiquitous, Scalable Integration Framework for Visual Analytics. 框架：平台无处不在，可扩展的可视化分析集成框架。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-03-01 DOI: 10.1109/MCG.2025.3540264

Se'bastien Jourdain, Patrick O'Leary, Will Schroeder, Nicholas F Polys

{"title":"Trame: Platform Ubiquitous, Scalable Integration Framework for Visual Analytics.","authors":"Se'bastien Jourdain, Patrick O'Leary, Will Schroeder, Nicholas F Polys","doi":"10.1109/MCG.2025.3540264","DOIUrl":"https://doi.org/10.1109/MCG.2025.3540264","url":null,"abstract":"Trame is an open-source, Python-based, scalable integration framework for visual analytics. It is the culmination of decades of work-by a large and active community-beginning with the creation of VTK, the growth of ParaView as a premier high-performance, client-server computing system, and more recently the creation of web tools, such as VTK.js and VTK.wasm. As an integration environment, trame relies on open-source standards and tools that can be easily combined into effective computing solutions. We have long recognized that impactful analytics tools must be ubiquitous-meaning they run on all major computing platforms-and integrate/interoperate easily with external packages, such as data systems and processing tools, application UI frameworks, and 2-D/3-D graphical libraries. In this article, we present the architecture and use of trame for applications ranging from simple dashboards to complex workflow-based applications. We also describe examples that readily incorporate external tools and run without coding changes on desktop, mobile, cloud, client-server, and interactive computing notebooks, such as Jupyter.","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"45 2","pages":"126-134"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144287148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

AI-in-The-Loop: The Future of Biomedical Visual Analytics Applications in the Era of AI. AI-in-The- loop: AI时代生物医学视觉分析应用的未来。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-03-01 DOI: 10.1109/MCG.2024.3517293

Katja Buhler, Thomas Hollt, Thomas Schultz, Pere-Pau Vazquez, Theresa-Marie Rhyne

{"title":"AI-in-The-Loop: The Future of Biomedical Visual Analytics Applications in the Era of AI.","authors":"Katja Buhler, Thomas Hollt, Thomas Schultz, Pere-Pau Vazquez, Theresa-Marie Rhyne","doi":"10.1109/MCG.2024.3517293","DOIUrl":"10.1109/MCG.2024.3517293","url":null,"abstract":"AI is the workhorse of modern data analytics and omnipresent across many sectors. Large language models and multimodal foundation models are today capable of generating code, charts, visualizations, etc. How will these massive developments of AI in data analytics shape future data visualizations and visual analytics workflows? What is the potential of AI to reshape methodology and design of future visual analytics applications? What will be our role as visualization researchers in the future? What are opportunities, open challenges, and threats in the context of an increasingly powerful AI? This Visualization Viewpoints discusses these questions in the special context of biomedical data analytics as an example of a domain in which critical decisions are taken based on complex and sensitive data, with high requirements on transparency, efficiency, and reliability. We map recent trends and developments in AI on the elements of interactive visualization and visual analytics workflows and highlight the potential of AI to transform biomedical visualization as a research field. Given that agency and responsibility have to remain with human experts, we argue that it is helpful to keep the focus on human-centered workflows, and to use visual analytics as a tool for integrating \"AI-in-the-loop.\" This is in contrast to the more traditional term \"human-in-the-loop.\" which focuses on incorporating human expertise into AI-based systems.","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"45 2","pages":"90-99"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144287144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Ethical Considerations and Implications of Generative AI in Computer Graphics. 计算机图形学中生成式人工智能的伦理考虑和影响。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-03-01 DOI: 10.1109/MCG.2025.3570722

Sudhir K Routray

引用次数: 0

Bridging the Gap: Long-Term Collaboration Between Computer Graphics Production and Educational Institutions in Japan. 弥合差距：日本计算机图形制作和教育机构之间的长期合作。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-03-01 DOI: 10.1109/MCG.2025.3528677

Harutaka Matsunaga, Kazunori Miyata, Yukari Nagai, Beatriz Sousa Santos, Alejandra J Magana, Rafael Bidarra

{"title":"Bridging the Gap: Long-Term Collaboration Between Computer Graphics Production and Educational Institutions in Japan.","authors":"Harutaka Matsunaga, Kazunori Miyata, Yukari Nagai, Beatriz Sousa Santos, Alejandra J Magana, Rafael Bidarra","doi":"10.1109/MCG.2025.3528677","DOIUrl":"https://doi.org/10.1109/MCG.2025.3528677","url":null,"abstract":"The Japanese entertainment computer graphics (CG) industry, including games, animation, and visual effects, is facing a gap between industry demands and the programs being offered by educational institutions. As work is being diversified, this gap is becoming more apparent owing to the lack of education in specialized technical and communication skills that companies require. To address this gap between educational institutions and Japan's CG industry, we propose a new educational model developed through industry-academic collaboration. Centered on a \"salad bowl\" education framework, the model reflects corporate culture and project characteristics, and it incorporates a mentorship system that promotes the transfer of practical skills, meeting the needs of both students and companies. The initial implementation of the model revealed significant improvement in student skills and satisfaction, indicating the formation of the foundation necessary for workplace success. The study focuses on the training of CG creators in the industry and educational institutions, excluding computational knowledge and programming skills. This approach highlights the importance of long-term cooperation between education and industry in meeting diverse demands. Future research should explore the long-term impact and scalability of this model.","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"45 2","pages":"152-160"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144287145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Accelerate Cutting Tasks in Real-Time Interactive Cutting Simulation of Deformable Objects. 可变形物体实时交互切削仿真中的加速切削任务。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-02-05 DOI: 10.1109/MCG.2025.3538985

Shiyu Jia, Qian Dong, Zhenkuan Pan, Xiaokang Yu, Wenli Xiu, Jingli Zhang

引用次数: 0

Present and Future of Everyday-Use Augmented Reality Eyeglasses. 日常使用的增强现实眼镜的现在和未来。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-01-01 DOI: 10.1109/MCG.2024.3491532

Praneeth Chakravarthula, Sumanta N Pattanaik

{"title":"Present and Future of Everyday-Use Augmented Reality Eyeglasses.","authors":"Praneeth Chakravarthula, Sumanta N Pattanaik","doi":"10.1109/MCG.2024.3491532","DOIUrl":"10.1109/MCG.2024.3491532","url":null,"abstract":"Augmented reality (AR) is emerging as the next ubiquitous wearable technology and is expected to significantly transform various industries in the near future. There has been tremendous investment in developing AR eyeglasses in recent years, including about $45 billion investment by Meta since 2021. Despite such efforts, the existing displays are very bulky in form factor and there has not yet been a socially acceptable eyeglasses-style AR display. Such wearable display eyeglasses promise to unlock enormous potential in diverse applications such as medicine, education, navigation, and many more; but until eyeglass-style AR glasses are realized, those possibilities remain only a dream. My research addresses this problem and makes progress \"towards everyday-use augmented reality eyeglasses\" through computational imaging, displays, and perception. My dissertation (Chakravarthula, 2021) made advances in three key and seemingly distinct areas: first, digital holography and advanced algorithms for compact, high-quality, true 3-D holographic displays; second, hardware and software for robust and comprehensive 3-D eye tracking via Purkinje Images; and third, automatic focus adjusting AR display eyeglasses for well-focused virtual and real imagery, toward potentially achieving 20/20 vision for users of all ages.","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"45 1","pages":"56-66"},"PeriodicalIF":1.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144041253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Empowering Communities: Tailored Pandemic Data Visualization for Varied Tasks and Users. 授权社区：为不同任务和用户量身定制的流行病数据可视化。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-01-01 DOI: 10.1109/MCG.2024.3509293

Tom Baumgartl, Mohammad Ghoniem, Tatiana von Landesberger, G Elisabeta Marai, Silvia Miksch, Sibylle Mohr, Simone Scheithauer, Nikita Srivastava, Melanie Tory, Daniel Keefe

引用次数: 0

Battle Against Your Fears: Virtual Reality Serious Games and Physiological Analysis for Phobia Treatment. 对抗你的恐惧：虚拟现实严肃游戏和恐惧症治疗的生理分析。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-01-01 DOI: 10.1109/MCG.2024.3497672

Bernardo Marques, Diogo Moreira, Martim Neves, Susana Bras, Jose Maria Fernandes, Mike Potel

引用次数: 0

Evaluating the Impact of a Constructivist Approach to Treemap Literacy. 评估建构主义方法对树图读写能力的影响。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-01-01 DOI: 10.1109/MCG.2024.3475188

Elif E Firat, Chandana Srinivas, Colm Lang, Bhumika Srinivas, Robert S Laramee, Alark P Joshi, Beatriz Sousa Santos, Alejandra J Magana, Rafael Bidarra

引用次数: 0

Next Generation XR Systems-Large Language Models Meet Augmented and Virtual Reality. 下一代XR系统-大型语言模型满足增强和虚拟现实。

IF 1.7 4区计算机科学

IEEE Computer Graphics and Applications Pub Date : 2025-01-01 Epub Date: 2025-04-14 DOI: 10.1109/MCG.2025.3548554

Muhamamd Zeshan Afzal, Sk Aziz Ali, Didier Stricker, Peter Eisert, Anna Hilsmann, Daniel Perez-Marcos, Marco Bianchi, Sonia Crottaz-Herbette, Roberto De Ioris, Eleni Mangina, Mirco Sanguineti, Ander Salaberria, Oier Lopez de Lacalle, Aitor Garcia-Pablos, Montse Cuadros

{"title":"Next Generation XR Systems-Large Language Models Meet Augmented and Virtual Reality.","authors":"Muhamamd Zeshan Afzal, Sk Aziz Ali, Didier Stricker, Peter Eisert, Anna Hilsmann, Daniel Perez-Marcos, Marco Bianchi, Sonia Crottaz-Herbette, Roberto De Ioris, Eleni Mangina, Mirco Sanguineti, Ander Salaberria, Oier Lopez de Lacalle, Aitor Garcia-Pablos, Montse Cuadros","doi":"10.1109/MCG.2025.3548554","DOIUrl":"10.1109/MCG.2025.3548554","url":null,"abstract":"Extended reality (XR) is evolving rapidly, offering new paradigms for human-computer interaction. This position paper argues that integrating large language models (LLMs) with XR systems represents a fundamental shift toward more intelligent, context-aware, and adaptive mixed-reality experiences. We propose a structured framework built on three key pillars: first, perception and situational awareness, second, knowledge modeling and reasoning, and third, visualization and interaction. We believe leveraging LLMs within XR environments enables enhanced situational awareness, real-time knowledge retrieval, and dynamic user interaction, surpassing traditional XR capabilities. We highlight the potential of this integration in neurorehabilitation, safety training, and architectural design while underscoring ethical considerations, such as privacy, transparency, and inclusivity. This vision aims to spark discussion and drive research toward more intelligent, human-centric XR systems.","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"PP ","pages":"43-55"},"PeriodicalIF":1.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143574654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0