Louis-Philippe Morency

 

Home
Projects
Publications
Videos
Softwares

Research Assistant Professor
Multimodal Communication and Computation Laboratory
Institute for Creative Technologies
University of Southern California
Office 333
12015 Waterfront Drive
Playa Vista, CA 90094 USA 

Phone: (310) 448-5323
Email: morency@ict.usc.edu

 

Multimodal Communication and Machine Learning

My research focuses on building the computational foundations to enable computers with the abilities to analyze, recognize and predict subtle human communicative behaviors during social interactions. I have formalized this new research endeavor with the Human Communication Dynamics framework, addressing four key computational challenges: behavioral dynamic, multimodal dynamic, interpersonal dynamic and societal dynamic. This multi-disciplinary research topic overlaps the fields of multi-modal interaction, social psychology, computer vision, machine learning and artificial intelligence, and has many applications in areas as diverse as medicine, robotics and education.

Multimodal Machine learning: latent variable models, multi-view learning, sequential discriminative models, multimedia indexing, and deep learning.
Natural Human-computer interaction: human-robot interaction, virtual humans, multimodal interaction, interpersonal skill training and social multimedia.
Computer vision: Human activity recognition, non-rigid motion tracking, view-based appearance models, facial expression and gesture recognition.

Curriculum Vitae (PDF)

News

Program Chair,International Conference on Multimodal Interaction (ICMI 2014), Istambul, Turkey, November 12-16 2014
Best paper award, 10th IEEE International Conference Automatic Face and Gesture Recognition (FG 2013), Shanghai, China April 22-26, 2013
Best paper award nomination, The fifth biannual Conference on Affective Computing and Intelligent Interaction (ACII 2013), Geneva, Switzerland, August 22-24, 2013
Best paper award nomination, 14th annual SIGdial Meeting on Discourse and Dialogue (SigDial 2013), Metz, France, September 2-5, 2013
Course on Human Communication and Applied Machine Learning, USC, Fall 2012
General Chair, International Conference on Multimodal Interaction (Icmi 2012), Santa Monica, CA, October 22-26, 2012
Best paper award nomination, 13th annual SIGdial Meeting on Discourse and Dialogue (SigDial 2012), Seoul, South Korea, July 5-6, 2012
Program Chair, International Conference on Multimodal Interaction (Icmi 2011), Alicante, Spain, November 14-18, 2011
Course on Human Communication and Machine Learning, USC, Fall 2010
Best paper award, virtual human track, 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Toronto, Canada, May 10-14, 2010

 

 


This page was last updated on 1/17/14.