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Related papers: The Reality of the Situation: A Survey of Situated…

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Situated visualization has become an increasingly popular research area in the visualization community, fueled by advancements in augmented reality (AR) technology and immersive analytics. Visualizing data in spatial proximity to their…

Human-Computer Interaction · Computer Science 2023-11-27 Benjamin Lee , Michael Sedlmair , Dieter Schmalstieg

Augmented reality (AR) technology provides means for embedding visualization in a real-world context. Such techniques allow situated analyses of live data in their spatial domain. However, as existing techniques have to be adapted for this…

Human-Computer Interaction · Computer Science 2022-09-07 Kuno Kurzhals , Michael Becher , Nelusa Pathmanathan , Guido Reina

In traditional visual analysis, brushing and linking is commonly used to visually connect multiple views using highlighting techniques. However, brushing and linking has rarely been used in situated analytics, which uses visualizations to…

Human-Computer Interaction · Computer Science 2026-02-03 Carlos Quijano-Chavez , Benjamin Lee , Nina Doerr , Wolfgang Büschel , Michael Sedlmair , Dieter Schmalstieg

Situated Visualization is an emerging field that unites several areas - visualization, augmented reality, human-computer interaction, and internet-of-things, to support human data activities within the ubiquitous world. Likewise, dashboards…

Human-Computer Interaction · Computer Science 2023-09-07 Anika Sayara , Benjamin Lee , Carlos Quijano-Chavez , Michael Sedlmair

Situated visualization blends data into the real world to fulfill individuals' contextual information needs. However, interacting with situated visualization in public environments faces challenges posed by user acceptance and contextual…

Human-Computer Interaction · Computer Science 2024-08-08 Qian Zhu , Zhuo Wang , Wei Zeng , Wai Tong , Weiyue Lin , Xiaojuan Ma

Augmented reality has great potential for embedding data visualizations in the world around the user. While this can enhance users' understanding of their surroundings, it also bears the risk of overwhelming their senses with a barrage of…

Human-Computer Interaction · Computer Science 2026-02-24 Sebastian Hubenschmid , Arvind Srinivasan , Niklas Elmqvist , Dieter Schmalstieg , Michael Sedlmair

We use the process and findings from a case study of design educators' practices of assessment and feedback to fuel theorizing about how to make AI useful in service of human experience. We build on Suchman's theory of situated actions. We…

Human-Computer Interaction · Computer Science 2024-04-29 Ajit Jain , Andruid Kerne , Hannah Fowler , Jinsil Seo , Galen Newman , Nic Lupfer , Aaron Perrine

Reasoning in the real world is not divorced from situations. How to capture the present knowledge from surrounding situations and perform reasoning accordingly is crucial and challenging for machine intelligence. This paper introduces a new…

Artificial Intelligence · Computer Science 2024-05-17 Bo Wu , Shoubin Yu , Zhenfang Chen , Joshua B Tenenbaum , Chuang Gan

We present a novel approach for relocalization or place recognition, a fundamental problem to be solved in many robotics, automation, and AR applications. Rather than relying on often unstable appearance information, we consider a situation…

Robotics · Computer Science 2022-08-30 Lan Hu , Zhongwei Luo , Runze Yuan , Yuchen Cao , Jiaxin Wei , Kai Wangand Laurent Kneip

A core aspect of human perception is situated awareness, the ability to relate ourselves to the surrounding physical environment and reason over possible actions in context. However, most existing benchmarks for multimodal foundation models…

Computer Vision and Pattern Recognition · Computer Science 2026-02-19 Chuhan Li , Ruilin Han , Joy Hsu , Yongyuan Liang , Rajiv Dhawan , Jiajun Wu , Ming-Hsuan Yang , Xin Eric Wang

One huge advantage of Augmented Reality (AR) is its numerous possibilities of displaying information in the physical world, especially when applying Situated Analytics (SitA). AR devices and their respective interaction techniques allow for…

Human-Computer Interaction · Computer Science 2025-02-14 Frederick George Vickery , Sébastien Kubicki , Charlotte Hoareau , Lucas Brand , Aurelien Duval , Seamus Thierry , Ronan Querrec

Augmented Reality (AR) embeds digital information into objects of the physical world. Data can be shown in-situ, thereby enabling real-time visual comparisons and object search in real-life user tasks, such as comparing products and looking…

Human-Computer Interaction · Computer Science 2021-12-28 Tica Lin , Yalong Yang , Johanna Beyer , Hanspeter Pfister

Immersive environments enable users to engage in embodied interaction, enhancing the sensemaking processes involved in completing tasks such as immersive analytics. Previous comparative studies on immersive analytics using augmented and…

Human-Computer Interaction · Computer Science 2024-04-08 Xiaoyan Zhou , Anil Ufuk Batmaz , Adam S. Williams , Dylan Schreiber , Francisco Ortega

Recent advancements in Augmented Reality (AR) research have highlighted the critical role of context awareness in enhancing interface effectiveness and user experience. This underscores the need for intelligent AR (iAR) interfaces that…

Human-Computer Interaction · Computer Science 2024-11-06 Shakiba Davari , Daniel Stover , Alexander Giovannelli , Cory Ilo , Doug A. Bowman

We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of images describing: the primary activity, entities engaged in the activity with their roles (e.g. agent, tool), and…

Computer Vision and Pattern Recognition · Computer Science 2020-03-27 Sarah Pratt , Mark Yatskar , Luca Weihs , Ali Farhadi , Aniruddha Kembhavi

Camera, and associated with its objects within the field of view, localization could benefit many computer vision fields, such as autonomous driving, robot navigation, and augmented reality (AR). In this survey, we first introduce specific…

Computer Vision and Pattern Recognition · Computer Science 2022-01-19 Meng Xu , Youchen Wang , Bin Xu , Jun Zhang , Jian Ren , Stefan Poslad , Pengfei Xu

Due to the increase of interest in Augmented Reality (AR), the potential uses of AR are increasing also. It can benefit the user in various fields such as education, business, medicine, and other. Augmented Reality supports the real…

Augmented reality (AR) games are a rich environment for researching and testing computational systems that provide subtle user guidance and training. In particular computer systems that aim to augment a user's situation awareness benefit…

Human-Computer Interaction · Computer Science 2022-08-22 David Kadish , Arezoo Sarkheyli-Hägele , Jose Font , Diederick C. Niehorster , Thomas Pederson

We describe a novel architecture for semantic image retrieval---in particular, retrieval of instances of visual situations. Visual situations are concepts such as "a boxing match," "walking the dog," "a crowd waiting for a bus," or "a game…

Computer Vision and Pattern Recognition · Computer Science 2017-11-02 Max H. Quinn , Erik Conser , Jordan M. Witte , Melanie Mitchell

Augmented reality (AR) has gained increasingly attention from both research and industry communities. By overlaying digital information and content onto the physical world, AR enables users to experience the world in a more informative and…

Computer Vision and Pattern Recognition · Computer Science 2021-03-30 Rui Huang , Chuan Fang , Kejie Qiu , Le Cui , Zilong Dong , Siyu Zhu , Ping Tan
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