When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence
Teresa Hirzle, Florian Müller, Fiona Draxler, Martin Schmitz, Pascal Knierim, Kasper Hornbæk
摘要
Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led to an emerging body of literature in their intersection. However, the main topics in this intersection are unclear, as are the benefits of combining XR and AI. This paper presents a scoping review that highlights how XR is applied in AI research and vice versa. We screened 2619 publications from 203 international venues published between 2017 and 2021, followed by an in-depth review of 311 papers. Based on our review, we identify five main topics at the intersection of XR and AI, showing how research at the intersection can benefit each other. Furthermore, we present a list of commonly used datasets, software, libraries, and models to help researchers interested in this intersection. Finally, we present 13 research opportunities and recommendations for future work in XR and AI research.
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引用它的顶会 Paper11
- LLMR: Real-time Prompting of Interactive Worlds using Large Language ModelsFernanda De La Torre, Cathy Mengying Fang, Han Huang, Andrzej Banburski-Fahey 等CHI 2024 · 被引用 124 次
- Augmented Object Intelligence with XR-ObjectsMustafa Doga Dogan, Eric J. Gonzalez, Karan Ahuja, Ruofei Du 等UIST 2024 · 被引用 64 次
- Born to Run, Programmed to Play: Mapping the Extended Reality Exergames LandscapeSukran Karaosmanoglu, Sebastian Cmentowski, Lennart E. Nacke, Frank SteinickeCHI 2024 · 被引用 37 次
- HapticGen: Generative Text-to-Vibration Model for Streamlining Haptic DesignYoujin Sung, Kevin John, Sang Ho Yoon, Hasti SeifiCHI 2025 · 被引用 17 次
- "You'll Be Alice Adventuring in Wonderland!" Processes, Challenges, and Opportunities of Creating Animated Virtual Reality StoriesLinping Yuan, Feilin Han, Liwenhan Xie, Junjie Zhang 等CHI 2025 · 被引用 7 次
它引用的顶会 Paper66
- How WEIRD is CHI?Sebastian Linxen, Christian Sturm, Florian Brühlmann, Vincent Cassau 等CHI 2021 · 被引用 254 次
- Text2Gestures: A Transformer-Based Network for Generating Emotive Body Gestures for Virtual Agents**This work has been supported in part by ARO Grants W911NF1910069 and W911NF1910315, and Intel. Code and additional materials available at: https: //gamma.umd.edu/t2gUttaran Bhattacharya, Nicholas Rewkowski, Abhishek Banerjee, Pooja Guhan 等IEEE VR 2021 · 被引用 147 次
- SemanticAdapt: Optimization-based Adaptation of Mixed Reality Layouts Leveraging Virtual-Physical Semantic ConnectionsYifei Cheng, Yukang Yan, Xin Yi, Yuanchun Shi 等UIST 2021 · 被引用 143 次
- xR-EgoPose: Egocentric 3D Human Pose From an HMD CameraDenis Tomè, Patrick Peluse, Lourdes Agapito, Hernán BadinoICCV 2019 · 被引用 140 次
- Extended Reality (XR) Remote Research: a Survey of Drawbacks and OpportunitiesJack Ratcliffe, Francesco Soave, Nick Bryan-Kinns, Laurissa Tokarchuk 等CHI 2021 · 被引用 136 次
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