Publications

2017

Aisling Kelliher, Jinwoo Choi, Jia-Bin Huang, Kris Kitani, Thanassis Rikakis. HOMER: an interactive system for home based stroke rehabilitation, forthcoming at ASSETS 2017, Oct 30 – Nov 1, 2017, Baltimore, Maryland, USA

2016

Vinay Venkataraman, Pavan Turaga, Michael Baran, Nicole Lehrer, Tingfang Du, Long Cheng, Thanassis Rikakis, Steven L Wolf. Component-Level Tuning of Kinematic Features From Composite Therapist Impressions of Movement Quality, IEEE J Biomed Health Inform 2016 Jan 26;20(1):143-52.

2015

Akanksha Saran, Damien Teney, Kris M. Kitani, Hand Parsing for Fine-Grained Recognition of Human Grasps in Monocular Images, International Conference on Intelligent Robots and Systems (IROS) 2015.

Michael Baran, Nicole Lehrer, Margaret Duff, Vinay Venkataraman, Pavan Turaga, Todd Ingalls, Zev Rymer, Steve Wolf, Thanassis Rikakis, Interdisciplinary concepts for design and implementation of mixed reality interactive neurorehabilitation systems for stroke, Physical Therapy 2015 Mar;95(3):449-60

2014

Vinay Venkataraman, Pavan Turaga, Nicole Lehrer, Michael Baran, Thanassis Rikakis, Steven L Wolf. Decision Support for Stroke Rehabilitation Therapy via Describable Attribute-based Decision Trees, International Conference of the IEEE Engineering in Medicine and Biology Society, Aug. 2014:3154-9

2013

Thanassis Rikakis, Aisling Kelliher, Nicole Lehrer, Experiential Media and Digital Culture, IEEE Computer 46(1): 46-54, Jan 2013.

Vinay Venkataraman, Pavan Turaga, Nicole Lehrer, Michael Baran, Thanassis Rikakis, and Steve Wolf, Attractor-Shape for Dynamical Analysis of Human Movement: Applications in Stroke Rehabilitation and Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition Workshops, June 2013.

2011

Nicole Lehrer, Suneth Attygalle, Steve L. Wolf, and Thanassis Rikakis. Exploring the bases for a mixed reality stroke rehabilitation system, Part I: A unified approach for representing action, quantitative evaluation, and interactive feedback, Journal of NeuroEngineering and Rehabilitation, 2011, 8:51

Nicole Lehrer, Yinpeng Chen, Margaret Duff, Steve L. Wolf, and Thanassis Rikakis. Exploring the bases for a mixed reality stroke rehabilitation system, Part II: Design of Interactive Feedback for upper limb rehabilitation, Journal of NeuroEngineering and Rehabilitation, 2011, 5:54

Diana Siwiak, Nicole Lehrer, Michael Baran, Yinpeng Chen, Margaret Duff, Todd Ingalls, and Thanassis Rikakis. A Home-based Adaptive Mixed Reality Rehabilitation System, in Proceedings of the 19th ACM international conference on Multimedia (MM ’11), pp 785-786

Michael Baran, Nicole Lehrer, Diana Siwiak, Yinpeng Chen, Margaret Duff, Todd Ingalls, and Thanassis Rikakis. Design of a home-based adaptive mixed reality rehabilitation system for stroke survivors, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011, pp 7602-7605

Thanassis Rikakis, Utilizing Media Arts Principles for Designing Effective Neurorehabilitation Systems, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011.

Aaron Faith, Yinpeng Chen, Thanassis Rikakis and Leo Iasemidis, Interactive Rehabilitation and Dynamical Analysis of Scalp EEG, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011, pp 1387-1390

Yinpeng Chen, Margaret Duff, Nicole Lehrer, Sheng-Min Liu, Paul Blake, Steve L. Wolf, Hari Sundaram, and Thanassis Rikakis, A Novel Adaptive Mixed Reality System for Stroke Rehabilitation: Principles, Proof of Concept and Preliminary Application in Two Patients, Topics in Stroke Rehabilitation 2011, 18(3):212–230

Yinpeng Chen, Margaret Duff, Nicole Lehrer, Hari Sundaram, Jiping He, Steve L. Wolf, and Thanassis Rikakis T, A Computational Framework for Quantitative Evaluation of Movement during Rehabilitation, International Symposium on Computational Models for Life Sciences, Tokyo, Japan, 22-24 June 2011.

Hari Sundaram, Yinpeng Chen, and Thanassis Rikakis. A Computational Framework for Constructing Interactive Feedback for Assisting Motor Learning, Conf Proc IEEE Eng Med Biol Soc. 2011;2011:1399-402

2010

Margaret Duff, Yinpeng Chen, Suneth Attygalle, Hari Sundaram, and Thanassis Rikakis. Mixed Reality Rehabilitation for Stroke Survivors Promotes Generalized Motor Improvements, 32nd Annual International IEEE EMBS Conference, Buenos Aires, Argentina, August 31 – September 4, 2010.

Jeffrey Boyd, Hari Sundaram, and Aviral Shrivastava. Power-accuracy tradeoffs in human activity transition detection, Proceedings of the Conference on Design, Automation and Test in Europe, DATE ’10, Dresden, Germany, 8-12 March 2010, pp 1524-1529

Yinpeng Chen, Nicole Lehrer, Hari Sundaram and Thanassis Rikakis. Adaptive Mixed Reality Stroke Rehabilitation: System Architecture and Evaluation Metrics, in Proceedings of the first annual ACM SIGMM conference on Multimedia systems, MMSys ’10, pp 293-304

Margaret Duff, Yinpeng Chen, Suneth Attygalle, Janice Herman, Hari Sundaram, Gang Qian, Jiping He, and Thanassis Rikakis. An Adaptive Mixed Reality Training System for Stroke Rehabilitation, IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2010. 18: p. 531-541.

2009

Jeffrey Boyd and Hari Sundaram, A framework to detect and classify activity transitions in low-power applications, IEEE International Conference on Multimedia and Expo, 2009 (ICME 2009). New York, June 28 – July 3 2009, pp 1712-1715.

2008

Yinpeng Chen, Weiwei Xu, Hari Sundaram, Thanassis Rikakis, and Sheng-Min Liu. A Dynamic Decision Network Framework for Online Media Adaptation in Stroke Rehabilitation, ACM Transactions on Multimedia Computing, Communications, and Applications, Volume 5 Issue 1, October 2008, Article No. 4

Suneth Attygalle, Margaret Duff, Thanassis Rikakis, and Jiping He. Low-cost, at-home assessment system with Wii Remote based motion capture. Virtual Rehabilitation 2008, Vancouver, Canada, 2008, pp 168 – 174

Margaret Duff, Suneth Attygalle, Jiping He, and Thanassis Rikakis. A Portable, Low-cost Assessment Device for Reaching Times, Engineering in Medicine and Biology Conference (EMBC2008), Vancouver, Canada, 2008: 4150-3.

Yinpeng Chen, Hari Sundaram, Thanassis Rikakis, Loren Olson, Todd Ingalls, and Jiping He. Experiential Media Systems – The Biofeedback Project, in Multimedia Content Analysis: Theory and Applications, A. Divakaran (eds.), Springer Verlag, Oct. 2008.

2007

Yufei Liu and Gang Qian. Projector-Camera Based Fast Environment Restoration of a Biofeedback System for Rehabilitation, Projector and Camera Systems Workshop, at IEEE Conference on Computer Vision and Pattern Recognition (CVPR’07), Minneapolis, 2007.

Isaac Wallis, Todd Ingalls, Thanassis Rikakis, Loren Olson, Yinpeng Chen, Weiwei Xu, and Hari Sundaram. Realtime Sonification of Movement for an Immersive Stroke Rehabilitation Environment, International Conference on Auditory Display (ICAD 2007), Montreal, Canada, 2007.

Weiwei Xu and Hari Sundaram. Information Dense Summaries for Review of Patient Performance in Biofeedback Rehabilitation, Proceedings of the 15th annual ACM international conference on Multimedia, MM ’07, ACM Press, Sep. 2007, Augsburg, Germany, pp 843-846

Yinpeng Chen, Weiwei Xu, Hari Sundaram, Thanassis Rikakis, and Sheng-Min Liu. Media Adaptation Framework in Biofeedback System for Stroke Patient Rehabilitation, MM ’07, Proceedings of the 15th ACM international conference on Multimedia, pp 47-57

2006

Yinpeng Chen, He Huang, Weiwei Xu, Richard Isaac Wallis, Hari Sundaram, Thanassis Rikakis, Todd Ingalls, Loren Olson, and Jiping He. The Design of a Real-Time, Multimodal Biofeedback System for Stroke Patient Rehabilitation, MM ’06, Proceedings of the 14th ACM international conference on Multimedia, pp 763-772

Yinpeng Chen, He Huang, Weiwei Xu, Richard Isaac Wallis, Hari Sundaram, Thanassis Rikakis, Todd Ingalls, Loren Olson, and Jiping He. A Real-Time, Multimodal Biofeedback System For Stroke Patient Rehabilitation ACM MM 06, Multimedia 2006, MM ’06 Proceedings of the 14th ACM international conference on Multimedia, pp 501-502

Weiwei Xu, Yinpeng Chen, Hari Sundaram, and Thanassis Rikakis. Multimodal Archiving, Real-Time Annotation and Information Visualization in a Biofeedback System for Stroke Patient Rehabilitation, CARPE’06, 2006.

2005

He Huang, Todd Ingalls, Loren Olson, Kathleen Ganley, Thanassis Rikakis, Jiping He. Interactive, Multimodal Biofeedback System for Task-Oriented Neural Rehabilitation, IEEE-EMBC 2005, Shanghai, China.

2004

He Huang, Jiping He, Thanassis Rikakis, Todd Ingalls, Loren Olson. A new framework of biofeedback system for neural rehabilitation, Biomedical Engineering Society Fall meeting. 2004.

He Huang, Jiping He, Thanassis Rikakis, Todd Ingalls, Loren Olson. Design of biofeedback system to assist the robot-aided movement therapy for stroke rehabilitation, Proceeding of Society for Neuroscience’s 34th Annual Meeting, 2004.