Intelligent Coaching Space (ICSPACE, LSP-03) (Project)

Project Period: 2013-10-01 – 2017-10-31
Acronym
ICSPACE
Department(s)
Center of Excellence - Cognitive Interaction Technology CITEC
Description
ICSPACE explores how to provide intelligent coaching in sports training, motor skill learning, or physical rehabilitation. The goal is to develop a VR-based "Intelligent Coaching Space" that enables novel ways of adaptive, online feedback in a closed-loop interaction and training system. Leveraging fundamental cognitive principles, perceptual processing and movement understanding, ICSPACE combines state-of-the-art motion tracking and analysis, neuro-cognitive diagnosis, and multi-sensory (visual, auditory, haptic) feedback in various forms, including virtual mirrors, online verbal feedback, or instructions and demonstrations by virtual coaches. This novel approach combines two key ingredients of successful coaching: (1) A deep grounding of intelligent coaching in fundamental cognitive principles, perceptual processing and movement understanding; (2) Adaptive support in an online, closed-loop sensorimotor learning and interaction system.

21 Publications

2015 | Conference Paper | PUB-ID: 2758944
Timing and Grounding in Motor Skill Coaching Interaction: Consequences for the Information State
Hough J, de Kok I, Schlangen D, Kopp S (2015)
In: Proceedings of the 19th SemDial Workshop on the Semantics and Pragmatics of Dialogue (goDIAL). 86-94.
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2016 | Conference Abstract | PUB-ID: 2905099
Imagery and observation research in virtual reality environments
Frank C, Senna I, Hülsmann F, Ernst MO, Botsch M, Kopp S, Schack T (2016)
Presented at the Annual meeting of the Research on Imagery and Observation (RIO) group, Manchester, Great Britain.
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2017 | Conference Paper | PUB-ID: 2913751
Fast Generation of Realistic Virtual Humans
Achenbach J, Waltemate T, Latoschik M, Botsch M (Accepted)
In: Proceedings of ACM Symposium on Virtual Reality Software and Technology.
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2015 | Conference Paper | PUB-ID: 2769276
A Multimodal System for Real-Time Action Instruction in Motor Skill Learning
de Kok I, Hough J, Hülsmann F, Botsch M, Schlangen D, Kopp S (2015)
In: Proceedings of ACM ICMI 17th ACM International Conference on Multimodal Interaction. 355-362.
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2015 | Conference Abstract | PUB-ID: 2764625
Demonstrating the Dialogue System of the Intelligent Coaching Space
de Kok I, Hough J, Hülsmann F, Waltemate T, Botsch M, Schlangen D, Kopp S (2015)
In: Proceedings of the 19th Workshop on the Semantics and Pragmatics of Dialogue. Howes C, Larsson S (Eds); Proceedings (SemDial). Gothenburg: University of Gothenburg: 168-169.
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2014 | Conference Abstract | PUB-ID: 2683130
Analogous motion illusion in audition and vision
Senna I, Parise C, Ernst MO (2014)
Presented at the the 15th International Multisensory Research Forum IMRF, Amsterdam, The Netherland.
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2016 | Conference Paper | PUB-ID: 2907220
Deictic gestures in coaching interactions
de Kok I, Hough J, Schlangen D, Kopp S (2016)
In: Proceedings of the Workshop on Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction - MA3HMI '16. Association for Computing Machinery (ACM).
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2017 | Journal Article | PUB-ID: 2912748
Modulation frequency as a cue for auditory speed perception
Senna I, Parise C, Ernst MO (2017)
Proceedings of the Royal Society B: Biological Sciences.
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2017 | Conference Abstract | PUB-ID: 2913332
Intelligent Coaching Space - Motor learning and coaching in virtual reality
Frank C, Hülsmann F, de Kok I, Kopp S, Botsch M, Schack T (2017)
Presented at the 14th World Congress of Sport Psychology of the International Society of Sport Psychology (ISSP), Sevilla, Spain.
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2017 | Conference Paper | PUB-ID: 2913750
The Effect of Avatar Realism in Immersive Social Virtual Realities
Latoschik M, Roth D, Gall D, Achenbach J, Waltemate T, Botsch M (Accepted)
In: Proceedings of ACM Symposium on Virtual Reality Software and Technology.
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2016 | Conference Abstract | PUB-ID: 2905098
Latency, sensorimotor feedback and virtual agents: Feedback channels for motor learning using the ICSPACE platform
Frank C, de Kok I, Senna I, Waltemate T, Hülsmann F, Pfeiffer T, Ernst MO, Kopp S, Botsch M, Schack T (2016)
Presented at the Virtual Environments: Current Topics in Psychological Research (VECTOR), Tübingen, Germany.
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2016 | Conference Abstract | PUB-ID: 2905377
The ICSPACE Platform: A Virtual Reality Setup for Experiments in Motor Learning
Hülsmann F, Waltemate T, Pfeiffer T, Frank C, Schack T, Botsch M, Kopp S (2016)
Presented at the Virtual Environments: Current Topics in Psychological Research (VECTOR), Tübingen, Germany.
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2016 | Conference Paper | PUB-ID: 2905752
The Impact of Latency on Perceptual Judgments and Motor Performance in Closed-loop Interaction in Virtual Reality
Waltemate T, Senna I, Hülsmann F, Rohde M, Kopp S, Ernst M, Botsch M (2016)
In: Proceedings of ACM Symposium on Virtual Reality Software and Technology. ACM: 27-35.
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2015 | Conference Abstract | PUB-ID: 2768869
Perceptual-cognitive monitoring in real world and virtual reality
Frank C, Schack T (2015)
Presented at the Sport Psychology – Theories and Applications for Performance, Health, and Humanity. 14th European Congress of Sport Psychology, Bern, Switzerland.
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2014 | Conference Abstract | PUB-ID: 2685764
Dialogue Structure of Coaching Sessions
de Kok I, Hough J, Frank C, Schlangen D, Kopp S (2014)
In: Proceedings of the 18th SemDial Workshop on the Semantics and Pragmatics of Dialogue (DialWatt), Posters. Herriot-Watt University: 167-169.
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2016 | Conference Paper | PUB-ID: 2762581
Multi-Level Analysis of Motor Actions as a Basis for Effective Coaching in Virtual Reality
Hülsmann F, Frank C, Schack T, Kopp S, Botsch M (2016)
In: International Symposium on Computer Science in Sport. Chung P, Soltoggio A, Dawson C, Meng Q, Pain M (Eds); Advances in Intelligent Systems and Computing, 392. Springer: 211-214.
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2015 | Conference Abstract | PUB-ID: 2763553
Temporal frequency modulates auditory speed perception
Senna I, Parise C, Ernst MO (2015)
Presented at the International Multisensory Research Forum, 2015.
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2015 | Journal Article | PUB-ID: 2769328
Hearing in slow-motion: Humans underestimate the speed of moving sounds.
Senna I, Parise C, Ernst MO (2015)
Scientific Reports 5: 14054.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2015 | Conference Paper | PUB-ID: 2774601
Realizing a Low-latency Virtual Reality Environment for Motor Learning
Waltemate T, Hülsmann F, Pfeiffer T, Kopp S, Botsch M (2015)
In: Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology. VRST '15. New York, NY, USA: ACM: 139-147.
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2015 | Conference Paper | PUB-ID: 2772359
Accurate Face Reconstruction through Anisotropic Fitting and Eye Correction
Achenbach J, Zell E, Botsch M (2015)
In: Proceedings of Vision, Modeling and Visualization. Eurographics Association: 1-8.
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