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Is Native Naïve? Comparing Native Game Engines and WebXR as Immersive Analytics Development Platforms. 原生游戏是否幼稚？比较作为沉浸式分析开发平台的本地游戏引擎和 WebXR。
IF 1.7 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-05-01 DOI: 10.1109/MCG.2024.3367422
Peter W S Butcher, Andrea Batch, David Saffo, Blair MacIntyre, Niklas Elmqvist, Panagiotis D Ritsos, Theresa-Marie Rhyne
{"title":"Is Native Naïve? Comparing Native Game Engines and WebXR as Immersive Analytics Development Platforms.","authors":"Peter W S Butcher, Andrea Batch, David Saffo, Blair MacIntyre, Niklas Elmqvist, Panagiotis D Ritsos, Theresa-Marie Rhyne","doi":"10.1109/MCG.2024.3367422","DOIUrl":"10.1109/MCG.2024.3367422","url":null,"abstract":"<p><p>Native game engines have long been the 3-D development platform of choice for research in mixed and augmented reality. For this reason, they have also been adopted in many immersive visualization and immersive analytics systems and toolkits. However, with the rapid improvements of WebXR and related open technologies, this choice may not always be optimal for future visualization research. In this article, we investigate common assumptions about native game engines versus WebXR and find that while native engines still have an advantage in many areas, WebXR is rapidly catching up and is superior for many immersive analytics applications.</p>","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"44 3","pages":"91-98"},"PeriodicalIF":1.7,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141437835","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
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. 重新审视机器学习中的可视化信任：2023 年该领域的现状。
IF 1.7 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-05-01 Epub Date: 2024-06-21 DOI: 10.1109/MCG.2024.3360881
Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
{"title":"Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023.","authors":"Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren","doi":"10.1109/MCG.2024.3360881","DOIUrl":"10.1109/MCG.2024.3360881","url":null,"abstract":"<p><p>Visualization for explainable and trustworthy machine learning remains one of the most important and heavily researched fields within information visualization and visual analytics with various application domains, such as medicine, finance, and bioinformatics. After our 2020 state-of-the-art report comprising 200 techniques, we have persistently collected peer-reviewed articles describing visualization techniques, categorized them based on the previously established categorization schema consisting of 119 categories, and provided the resulting collection of 542 techniques in an online survey browser. In this survey article, we present the updated findings of new analyses of this dataset as of fall 2023 and discuss trends, insights, and eight open challenges for using visualizations in machine learning. Our results corroborate the rapidly growing trend of visualization techniques for increasing trust in machine learning models in the past three years, with visualization found to help improve popular model explainability methods and check new deep learning architectures, for instance.</p>","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"PP ","pages":"99-113"},"PeriodicalIF":1.7,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139652255","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
Data-Driven Insights into Urban Intersections: Visual Analytics of High-Value Scene 数据驱动的城市交叉口洞察力：高价值场景的可视化分析
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-04-22 DOI: 10.1109/mcg.2024.3392417
Bin Yang, Hao Tang, Xinyue Wang, Xingjing Liang, Hongxing Qin, Haibo Hu
{"title":"Data-Driven Insights into Urban Intersections: Visual Analytics of High-Value Scene","authors":"Bin Yang, Hao Tang, Xinyue Wang, Xingjing Liang, Hongxing Qin, Haibo Hu","doi":"10.1109/mcg.2024.3392417","DOIUrl":"https://doi.org/10.1109/mcg.2024.3392417","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"243 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140635624","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
Empirical BRDF model for goniochromatic materials and soft proofing with reflective inks 虹彩材料的经验 BRDF 模型和使用反射油墨的软打样
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-04-19 DOI: 10.1109/mcg.2024.3391376
Alina Pranovich, Jeppe Revall Frisvad, Sergiy Valyukh, Sasan Gooran, Daniel Nyström
{"title":"Empirical BRDF model for goniochromatic materials and soft proofing with reflective inks","authors":"Alina Pranovich, Jeppe Revall Frisvad, Sergiy Valyukh, Sasan Gooran, Daniel Nyström","doi":"10.1109/mcg.2024.3391376","DOIUrl":"https://doi.org/10.1109/mcg.2024.3391376","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"42 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140628760","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
Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation 利用跨模态知识提炼实现漫画生成的弱监督夸张转移
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-04-17 DOI: 10.1109/mcg.2024.3390121
Shuo Tong, Han Liu, Yuxin He, Chenxiao Du, Wenqing Wang, Runyuan Guo, Jingyun Liu
{"title":"Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation","authors":"Shuo Tong, Han Liu, Yuxin He, Chenxiao Du, Wenqing Wang, Runyuan Guo, Jingyun Liu","doi":"10.1109/mcg.2024.3390121","DOIUrl":"https://doi.org/10.1109/mcg.2024.3390121","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"126 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140610048","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
Is Less More? Rendering for Esports 少即是多？电竞渲染
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-03-26 DOI: 10.1109/mcg.2024.3361733
Benjamin Watson, Josef Spjut, Joohwan Kim, Byungjoo Lee, Mijin Yoo, Peter Shirley, Rulon Raymond
{"title":"Is Less More? Rendering for Esports","authors":"Benjamin Watson, Josef Spjut, Joohwan Kim, Byungjoo Lee, Mijin Yoo, Peter Shirley, Rulon Raymond","doi":"10.1109/mcg.2024.3361733","DOIUrl":"https://doi.org/10.1109/mcg.2024.3361733","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"33 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140312325","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
Computing in Science & Engineering 科学与工程中的计算
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-03-25 DOI: 10.1109/mcg.2024.3367612
{"title":"Computing in Science & Engineering","authors":"","doi":"10.1109/mcg.2024.3367612","DOIUrl":"https://doi.org/10.1109/mcg.2024.3367612","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"15 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140299777","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
The Test of Time (ToT) Awards 时间的考验（ToT）奖
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-03-25 DOI: 10.1109/mcg.2024.3356288
Chi Wing Fu
{"title":"The Test of Time (ToT) Awards","authors":"Chi Wing Fu","doi":"10.1109/mcg.2024.3356288","DOIUrl":"https://doi.org/10.1109/mcg.2024.3356288","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"30 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300019","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
IEEE Computer Society Information 电气和电子工程师学会计算机协会信息
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-03-25 DOI: 10.1109/mcg.2024.3355573
{"title":"IEEE Computer Society Information","authors":"","doi":"10.1109/mcg.2024.3355573","DOIUrl":"https://doi.org/10.1109/mcg.2024.3355573","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140303284","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
Call for Papers: IEEE Computer Society 征集论文：电气和电子工程师学会计算机协会
IF 1.8 4区 计算机科学
IEEE Computer Graphics and Applications Pub Date : 2024-03-25 DOI: 10.1109/mcg.2024.3367629
{"title":"Call for Papers: IEEE Computer Society","authors":"","doi":"10.1109/mcg.2024.3367629","DOIUrl":"https://doi.org/10.1109/mcg.2024.3367629","url":null,"abstract":"","PeriodicalId":55026,"journal":{"name":"IEEE Computer Graphics and Applications","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140299532","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
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