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CIRA: An Architecture for Building Configurable Immersive Smart-Rooms

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 869))

Abstract

Significant technological advancements in computer vision, natural language processing and other fields of computer science and engineering have made way for us to build new human-computer interfaces like a Cognitive Immersive Room (CIR). The CIR described in this work can “see”, “hear”, interpret and respond appropriately to a user or a group of users occupying it. However, bringing the state-of-the-art technologies together to respond to different levels of interpretations of multiple input sources under a unified system that can be easily re-configured to suit different purposes is a challenge. The possible use-cases and benefits of such a smart-room are exciting and limitless. To address this sky-high vision of a smart-room, we describe a software architecture, Cognitive Immersive Room Architecture (CIRA) that allows the room to be programmed for multiple use-cases by providing them spatial and contextual intelligence. In this project, given the relationship of the software with the physical attributes of a room, reconfigurability to various physical environments must be kept in mind. By providing resilience to changes in the lower-level devices, the architecture allows flexibility for researchers to enable different multi-modal interactions. The architecture also supports use-case and context-nesting. Thus, this work describes an architecture that enables a smart-room with multi-modal interaction, interpretation and reasoning. The CIRA supports nested contexts, multiple languages and multiple physical environments. We describe four such contexts (use-cases), two languages and two physical environments prototyped using this architecture and describe a pilot user-study.

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Notes

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Acknowledgment

This work is supported by the Cognitive and Immersive Systems Laboratory (CISL) (http://cisl.rpi.edu), a collaboration between IBM Research and Rensselaer Polytechnic Institute, and also a center in IBM’s AI Horizon Network. The authors would like to thank all of the researchers at CISL and colleagues at IBM Yorktown Heights for their contributions to this research. Without their help, this project would not have been possible.

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Correspondence to Rahul R. Divekar .

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Divekar, R.R. et al. (2019). CIRA: An Architecture for Building Configurable Immersive Smart-Rooms. In: Arai, K., Kapoor, S., Bhatia, R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, vol 869. Springer, Cham. https://doi.org/10.1007/978-3-030-01057-7_7

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