IEEE Computer Graphics and Applications

IEEE Computer Graphics and Applications https://www.computer.org/csdl/magazine/cg IEEE Computer Graphics and Applications bridges the theory and practice of computer graphics. From specific algorithms to full system implementations, CG&A offers a unique combination of peer-reviewed feature articles and informal departments, including product announcements. Theme issues guest edited by leading researchers in their fields track the latest developments and trends in computer graphics. Tutorials and surveys provide a broad overview of interesting and timely topics in computer graphics. Regular departments emphasize areas of general interest including visualization, virtual reality, applications, and opinions. Each month, the story of our cover focuses on creative applications of the technology by an artist or designer. Published six times a year, CG&Ais indispensable reading for people working at the leading edge of computer graphics technology and its applications in everything from business to the arts. en-us https://s3.amazonaws.com/ieeecs.cdn.common/images/computer.org/CSLogo_dark.png IEEE Computer Society Digital Library List of 100 recently published journal articles. https://www.computer.org/csdl FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food–Energy–Water Simulations https://www.computer.org/csdl/magazine/cg/2026/04/11044417/27FMqUtDIdi 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3581004 Tooth Completion and Reconstruction in Digital Orthodontics https://www.computer.org/csdl/magazine/cg/2026/04/11146718/29GBHxYfIc0 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3605266 Virtual Staging of Indoor Panoramic Images via Multitask Learning and Inverse Rendering https://www.computer.org/csdl/magazine/cg/2026/04/11150609/29Ih0ZfS6s0 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3605806 MidSurfer: A Parameter-Free Approach for Mid-Surface Extraction From Segmented Volumetric Data https://www.computer.org/csdl/magazine/cg/2026/04/11215881/2b3fSiLvgxa 08/03/2026 8:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3624572 Deep Learning-Based Eddy Segmentation With Vector Data for Biochemical Analysis in Ocean Simulations https://www.computer.org/csdl/magazine/cg/2026/04/11235596/2bsdVNZyWju 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3630582 HyShare: Hybrid Sample and Shading Reuse for Real-Time Photorealistic Rendering https://www.computer.org/csdl/magazine/cg/2026/04/11271147/2c0JeU7Rhks 07/30/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3638242 Stay Connected https://www.computer.org/csdl/magazine/cg/2026/04/11626546/2iuF9z7DdC0 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711548 IEEE Computer Society Information https://www.computer.org/csdl/magazine/cg/2026/04/11626547/2iuFbJLaQNi 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3698296 IEEE Computer Society: Grants for Emerging Technology Activities https://www.computer.org/csdl/magazine/cg/2026/04/11626548/2iuF7LEX4Ri 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711551 Masthead https://www.computer.org/csdl/magazine/cg/2026/04/11626549/2iuFbDoCpZC 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3698294 Call for Special Issue Proposals https://www.computer.org/csdl/magazine/cg/2026/04/11626550/2iuF9mKWFhK 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711557 IEEE Computer Society Career Center https://www.computer.org/csdl/magazine/cg/2026/04/11626605/2iuFaz3SmmQ 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711549 Computing Edge https://www.computer.org/csdl/magazine/cg/2026/04/11626606/2iuFbwS81DG 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711550 Sound Science: Audifying the Sun https://www.computer.org/csdl/magazine/cg/2026/04/11626607/2iuFaruX1ug 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3694282 IEEE Computer Society: Unleash Your Potential https://www.computer.org/csdl/magazine/cg/2026/04/11626608/2iuF9HuNyw0 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711555 IEEE Computer Society: Computer Science & Engineering Awards https://www.computer.org/csdl/magazine/cg/2026/04/11626609/2iuF91rTvVu 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711556 Table of Contents https://www.computer.org/csdl/magazine/cg/2026/04/11626610/2iuF9fNcMrC 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3698292 Call for Papers: IEEE Computer Society https://www.computer.org/csdl/magazine/cg/2026/04/11626611/2iuFabVzg6Q 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711552 XR for Knowledge Work: Ten Challenges https://www.computer.org/csdl/magazine/cg/2026/04/11626612/2iuFakgsNYk 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3702793 IEEE Computer Graphics and Applications https://www.computer.org/csdl/magazine/cg/2026/04/11626613/2iuF98fHrdm 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3711554 Front Cover https://www.computer.org/csdl/magazine/cg/2026/04/11626614/2iuFa3sIWBy 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3698290 Editorial—July 2026 https://www.computer.org/csdl/magazine/cg/2026/04/11626615/2iuFaFV5tdu 07/30/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3699992 Providing Privacy for Eye-Tracking Data With Applications in XR https://www.computer.org/csdl/magazine/cg/2026/04/11626631/2iuFbQK389G 07/30/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3703634 Nonextraction in Action https://www.computer.org/csdl/magazine/cg/2026/04/11626634/2iuFbo8xnsA 08/12/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3698345 Context-Driven Narrative Visualizations for “Big Data” Applications in Medical Biology https://www.computer.org/csdl/magazine/cg/2026/04/11626636/2iuF81g2r16 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3697761 Interactive Mechanical Devices—Achievements in the 20th Century https://www.computer.org/csdl/magazine/cg/2026/04/11626637/2iuFb9IoVJm 07/30/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3699602 The 2025 <italic>IEEE Computer Graphics and Applications</italic> Test-of-Time Award: Celebrating Lasting Impact in Visualization Research https://www.computer.org/csdl/magazine/cg/2026/04/11626638/2iuF7SA8zwQ 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3702445 An Introduction to 3-D Sparse CNNs https://www.computer.org/csdl/magazine/cg/2026/04/11626639/2iuF8iWQtCo 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3696340 Challenges and Opportunities for Theory-Grounded Data Visualization in Extended Reality https://www.computer.org/csdl/magazine/cg/2026/04/11626641/2iuF8a4JRxm 07/30/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3685140 A Two-Stage Unsupervised GAN Approach for Anime-to-Manga Translation https://www.computer.org/csdl/magazine/cg/2026/03/10989275/26uKIsGHaRW 05/31/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3567442 SSGesture: Multimodal Gesture Generation Framework for Human Animation Synthesis https://www.computer.org/csdl/magazine/cg/2026/03/11027543/27kcOvZakU0 05/31/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3577477 Interactive Texture Segmentation of 3-D Scanned Models Leveraging Multiview Automatic Segmentation https://www.computer.org/csdl/magazine/cg/2026/03/11108266/28UttnfPZEA 05/31/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3595378 A Survey on Generative AI for 3-D CAD in Engineering https://www.computer.org/csdl/magazine/cg/2026/03/11397452/2e9R0ceuB68 06/16/2026 8:12 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3665334 OmniSketch: Sketch-Guided Text-to-3D Generation With High-Fidelity Geometry and Texture https://www.computer.org/csdl/magazine/cg/2026/03/11406887/2eltnyOOHrW 05/31/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3667017 CADRec-Net: Reconstruct CAD Design From B-Rep to Support Reuse and Redesign https://www.computer.org/csdl/magazine/cg/2026/03/11455203/2f7xe7EQ7IY 05/31/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3677191 Is Fusion 360 Reconstruction Dataset Really Not Enough for Training When Compared With DeepCAD Dataset? https://www.computer.org/csdl/magazine/cg/2026/03/11456061/2f9c8kFUFJC 05/31/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3677636 IEEE Computer Society https://www.computer.org/csdl/magazine/cg/2026/03/11535911/2gPLj9E3wB2 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3678300 Front Cover https://www.computer.org/csdl/magazine/cg/2026/03/11535913/2gPLhO7a6pW 05/31/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3678294 IEEE Computer Graphics and Applications https://www.computer.org/csdl/magazine/cg/2026/03/11535914/2gPLh03er4s 05/31/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690374 IEEE Computer Society: Grants for Emerging Technology Activities https://www.computer.org/csdl/magazine/cg/2026/03/11535915/2gPLhrk8UUM 05/31/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690347 IEEE Quantum Week https://www.computer.org/csdl/magazine/cg/2026/03/11535916/2gPLiv7FUk0 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690350 Table of Contents https://www.computer.org/csdl/magazine/cg/2026/03/11535917/2gPLjqpOc3m 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3678296 From Prediction to Insight: Visual Analytics for Understanding Compound Potency Models https://www.computer.org/csdl/magazine/cg/2026/03/11535918/2gPLhiiFxxC 05/31/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3675766 Masthead https://www.computer.org/csdl/magazine/cg/2026/03/11535919/2gPLjyFAXzG 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3678298 IEEE Security & Privacy https://www.computer.org/csdl/magazine/cg/2026/03/11535920/2gPLiBVcetO 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690376 IEEE Computer Society Career Center https://www.computer.org/csdl/magazine/cg/2026/03/11535921/2gPLgDfmsb6 05/31/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690369 Call for Articles: IEEE Pervasive Computing https://www.computer.org/csdl/magazine/cg/2026/03/11535922/2gPLiKuQV6E 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690375 IEEE Computer Society: Unlock the Benefits https://www.computer.org/csdl/magazine/cg/2026/03/11535923/2gPLjH2LitG 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690349 Call for Articles: IT Professional https://www.computer.org/csdl/magazine/cg/2026/03/11535924/2gPLiTlP8Fq 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690371 ComputingEdge https://www.computer.org/csdl/magazine/cg/2026/03/11535925/2gPLh9uOUpy 05/31/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690348 Recognize Excellence: Computer Science & Engineering Awards https://www.computer.org/csdl/magazine/cg/2026/03/11535926/2gPLhFA3NXG 05/31/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3690370 Insight Into the Insight Toolkit https://www.computer.org/csdl/magazine/cg/2026/03/11535927/2gPLg3j7j6E 05/31/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3676215 Editorial—May 2026 https://www.computer.org/csdl/magazine/cg/2026/03/11535928/2gPLi5VUUF2 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3682035 Thrill of the Build https://www.computer.org/csdl/magazine/cg/2026/03/11535929/2gPLgTvTfkk 05/31/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3680807 Mastery Learning Improves Performance on Complex Tasks on PCP Literacy Test https://www.computer.org/csdl/magazine/cg/2026/03/11535931/2gPLjSVDY9a 06/01/2026 8:08 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3671005 Intelligent CAD in the Age of AI https://www.computer.org/csdl/magazine/cg/2026/03/11535932/2gPLgkITpU4 05/31/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670603 Ambient Analytics: Calm Technology for Immersive Visualization and Sensemaking https://www.computer.org/csdl/magazine/cg/2026/03/11535946/2gPLj39gJ1u 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3667291 Reflections on Visualizing the COVID-19 Pandemic for the Public https://www.computer.org/csdl/magazine/cg/2026/03/11535947/2gPLjhu0Nhu 05/31/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3663946 Efficient Stereo-Aware Screen-Space Ambient Occlusion With Adaptive Computation https://www.computer.org/csdl/magazine/cg/2026/02/10962542/25PBBBr6Dfy 03/26/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3560155 Generic Drone Simulator: Design, Development, and User Testing in a Virtual Search and Rescue Mission https://www.computer.org/csdl/magazine/cg/2026/02/10964139/25UAhvS1OHm 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3560537 Measuring Real-World Understanding of Patterns in Data Graphics https://www.computer.org/csdl/magazine/cg/2026/02/10980266/26l8IPgDB8k 03/26/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3565834 An Age-Based Study Into Interactive Narrative Visualization Engagement https://www.computer.org/csdl/magazine/cg/2026/02/11090023/28yTXFfpje8 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3591817 Toward <italic>Softer</italic>ware: Enabling Personalization of Interactive Data Representations for Users With Disabilities https://www.computer.org/csdl/magazine/cg/2026/02/11163393/29Xd807ayZi 03/26/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3609294 Experiencing Data Visualization With Language Disability https://www.computer.org/csdl/magazine/cg/2026/02/11293373/2ckEwgRvyh2 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3642747 PLUTO: A Public Value Assessment Tool https://www.computer.org/csdl/magazine/cg/2026/02/11358998/2dpnGdvhGiQ 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3649342 ComputingEdge https://www.computer.org/csdl/magazine/cg/2026/02/11455416/2f7xdOq5F9S 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670681 IEEE DataPort™ https://www.computer.org/csdl/magazine/cg/2026/02/11455417/2f7xcQYgja8 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670725 Front Cover https://www.computer.org/csdl/magazine/cg/2026/02/11455418/2f7xdmUHDGg 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3659610 IEEE Computer Society Career Center https://www.computer.org/csdl/magazine/cg/2026/02/11455419/2f7xcX9KnTi 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670680 Quantum Computing and Visualization Research Challenges and Opportunities https://www.computer.org/csdl/magazine/cg/2026/02/11455420/2f7xcEPcv4Y 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3646315 IEEE Transactions on Sustainable Computing https://www.computer.org/csdl/magazine/cg/2026/02/11455421/2f7xdfPiAko 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670728 IEEE Transactions on Big Data https://www.computer.org/csdl/magazine/cg/2026/02/11455422/2f7xdAU9Nbq 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670727 IEEE Computer Society: Unleash Your Potential https://www.computer.org/csdl/magazine/cg/2026/02/11455423/2f7xbRTnKRq 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670724 IEEE Computer Society: Grants for Emerging Technology Activities https://www.computer.org/csdl/magazine/cg/2026/02/11455424/2f7xbkMQjiU 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670679 Computing in Science & Engineering https://www.computer.org/csdl/magazine/cg/2026/02/11455425/2f7xafizkTS 03/26/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670730 2025 Reviewers List<sup>*</sup> https://www.computer.org/csdl/magazine/cg/2026/02/11455426/2f7xazw3XiM 04/28/2026 8:07 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3652390 IEEE Computer Graphics and Applications https://www.computer.org/csdl/magazine/cg/2026/02/11455427/2f7xdULNizm 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670678 Call for Papers: IEEE Computer Society https://www.computer.org/csdl/magazine/cg/2026/02/11455428/2f7xbF3aV0s 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670683 IEEE Annals of the History of Computing https://www.computer.org/csdl/magazine/cg/2026/02/11455429/2f7xe1B1dvy 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670729 Masthead https://www.computer.org/csdl/magazine/cg/2026/02/11455490/2f7xallxrJ6 03/26/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3659615 Recognize Excellence: Computer Science & Engineering Awards https://www.computer.org/csdl/magazine/cg/2026/02/11455510/2f7xbyl2YjS 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670726 IEEE Computer Society https://www.computer.org/csdl/magazine/cg/2026/02/11455511/2f7xbL9POww 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3659617 Table of Contents https://www.computer.org/csdl/magazine/cg/2026/02/11455512/2f7xc5w7ZXq 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3659613 IEEE Computer Society: Unlock the Benefits https://www.computer.org/csdl/magazine/cg/2026/02/11455513/2f7xbsHUmkw 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3670682 Amy Karle: Artistic Prototyping to Probe the Future https://www.computer.org/csdl/magazine/cg/2026/02/11455514/2f7xd4LNjcA 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3648490 Editorial—March 2026 https://www.computer.org/csdl/magazine/cg/2026/02/11455517/2f7xdtAQoso 03/26/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3661349 Leveraging Social Interaction: Stroke Rehabilitation Using Extended Reality https://www.computer.org/csdl/magazine/cg/2026/02/11455520/2f7xcqCYoIU 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2025.3648108 Taking the Pulse https://www.computer.org/csdl/magazine/cg/2026/02/11455521/2f7xbeaXxtK 03/26/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MCG.2026.3659759 In Memoriam, Loren Carpenter https://www.computer.org/csdl/magazine/cg/2026/02/11455522/2f7xdHyAXba 03/26/2026 11:02 pm PST 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