Publications

 

JOURNALS / MAGAZINES


Kris M. Kitani. “Ego-Action Analysis for First-Person Sports Videos.”

IEEE Pervasive Computing Magazine. April-May (vol. 11 no. 2), pp. 92-95, 2012.


Takahiro Okabe, Yuhi Kondo, Kris M. Kitani, and Yoichi Sato.
"Recognizing Multiple Objects Based on Co-occurrence of Categories."
Progress in Informatics, No.7, pp.43-52, 2010.


Kris M. Kitani, Yoichi Sato and Akihiro Sugimoto.
Recovering the basic structure of human activities from noisy video-based symbol strings.” International Journal of Pattern Recognition and Artificial Intelligence. Vol. 22 No. 8, pp.1621-1646, 2008.


Kris M. Kitani, Yoichi Sato and Akihiro Sugimoto.
Recognizing overlapped human activities from a sequence of primitive actions via deleted interpolation.”
International Journal of Pattern Recognition and Artificial Intelligence. Vol. 22 No. 7, pp. 1343-1362, 2008.


CONFERENCES (Computer Vision)


Cheng Li and Kris M. Kitani. “Model Recommendation with Virtual Probes for Ego-Centric Hand Detection” International Conference on Computer Vision (ICCV 2013). December, 2013.


Cheng Li and Kris M. Kitani. “Pixel-level Hand Detection for Ego-centric Videos.
Conference on Computer Vision and Pattern Recognition (CVPR 2013). June, 2013.


Hamid Izadinia, Varun Ramakrishna, Kris M. Kitani and Daniel Huber.
"Multi-Pose Multi-Target Tracking for Activity Understanding."
Workshop on the Applications of Computer Vision (WACV 2013). January, 2013.


Kris M. Kitani, Brian Ziebart, Drew Bagnell and Martial Hebert. “Activity Forecasting.” European Conference on Computer Vision (ECCV 2012), October 2012.

[Best Paper Honorable Mention]


Yuichi Ito, Kris M. Kitani, James A. Bagnell and Martial Hebert. “Detecting Interesting Events using Unsupervised Density Ratio Estimation.” ECCV Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS2012), October 2012.


Keisuke Ogaki, Kris M. Kitani, Yusuke Sugano and Yoichi Sato. “Coupling Eye-Motion and Ego-Motion features for First-Person Activity Recognition.” CVPR workshop on Ego-Centric Vision (ECV2012), June 2012.


Kris M. Kitani, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Fast Unsupervised Ego-Action Learning for First-person Sports Videos.” Conference on Computer Vision and Pattern Recognition (CVPR2011), June 2011.


Daisuke Sugimura, Kris M. Kitani, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Using Individuality to Track Individuals: Clustering Individual Trajectories in Crowds using Local Appearance and Frequency Trait.", International Conference on Computer Vision (ICCV2009), September 2009.


Takahiro Okabe, Yuhi Kondo, Kris M. Kitani and Yoichi Sato, "Recognizing multiple objects via regression incorporating the co-occurrence of categories", Pacific-Rim Symposium on Image and Video Technology (PSIVT2009), pp. 497-508, January 2009.


Kris M. Kitani, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto. “Discovering Primitive Action Categories by Leveraging Relevant Visual Context.ECCV Workshop on Visual Surveillance (VS2008), October 2008.


Kris M. Kitani, Yoichi Sato and Akihiro Sugimoto. “Recovering the Basic Structure of Human Activities From a Video-Based Symbol String.” Workshop on Motion and Video Computing (WMVC 2007), February 2007.


Kris M. Kitani, Yoichi Sato and Akihiro Sugimoto. “An MDL Approach to Learning Activity Grammars.” Korea-Japan Joint Workshop on Pattern Recognition (KJPR 2006), November 2006.


Kris M. Kitani, Yoichi Sato and Akihiro Sugimoto. “Deleted Interpolation Using a Hierarchical Bayesian Grammar Network for Recognizing Human Activity.” ICCV Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS 2005), October 2005.


CONFERENCES (Human Computer Interaction)


Kodai Horita, Hideki Sasaki, Kris M. Kitani and Hideki Koike. “Experiencing the Ball’s POV for Ballistic Sports.” [Extended Version] Augmented Human International Conference (AH 2013), 2013.


Kris M. Kitani, Kodai Horita and Hideki Koike. “BallCam! Dynamic View Synthesis from Spinning Cameras.” ACM Symposium on User Interface Software and Technology (UIST2012), October 2012.


Tomohiro Ozawa, Kris M. Kitani and Hideki Koike, "Human-centric Panoramic Image Stitching." Augmented Human International Conference (AH 2012), 2012.


Tsubasa Yoshida, Kris M. Kitani, Serge Belongie, Kevin Schlei and Hideki Koike,
"EdgeSonic: Image Feature Sonification for the Visually Impaired."
Augmented Human International Conference (AH 2011), 2011.


Kris M. Kitani, Hideki Koike, "ImprovGenerator: Online Grammatical Induction for On-the-Fly Improvisation Accompaniment." New Interfaces for Musical Expression (NIME 2010), June 2010.


Akito Hyakutake, Koichiro Ozaki, Kris M. Kitani, Hideki Koike, "3-D Interaction with a Large Wall Display using Transparent Markers." Advanced Visual Interfaces (AVI 2010), May 2010


TUTORIALS


Jake K. Aggarwal, Michael S. Ryoo and Kris M. Kitani, "Frontiers of Human Activity Analysis", Tutorials of Conference on Computer Vision and Pattern Recognition (CVPR), 2011.

http://cvrc.ece.utexas.edu/mryoo/cvpr2011tutorial/


Michael S. Ryoo and Kris M. Kitani, "Understanding Videos – Human Activity Analysis", Tutorials of Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2010.


Kris M. Kitani and Yoichi Sato. Modeling and Recognizing Human Activities from Video. International Workshop on Recent Trends in Computer Vision. June 2009.


Kris M. Kitani. Modeling and Recognizing Human Activities from Video. PhD Thesis. 2008.