Building Parts-based Object Detectors via 3D Geometry
Event Location: NSH 1507Bio: Abhinav Shrivastava is a PhD student in the Robotics Institute at Carnegie Mellon University, where he is supervised by Abhinav Gupta and Alexei A. Efros. He received his Master's degree from the same institute under the supervision of A. A. Efros and Martial Hebert. His research interests span computer vision esp. [...]
Mid-Level Visual Element Discovery as Discriminative Mode Seeking
Event Location: NSH 1507Bio: Carl Doersch is a PhD student in the Machine Learning Department at CMU, advised by Alyosha Efros and Abhinav Gupta. He holds a bachelor's in computer science/cognitive science and a masters in machine learning, both from CMU. His research focuses on machine learning and computer vision, particularly in the use of [...]
Improving Robot Locomotion Through Learning Methods for Expensive Black-Box Systems
Event Location: NSH 3305Abstract: The modular snake robots in Carnegie Mellon’s Biorobotics lab provide an intriguing platform for research: they have already been shown to excel at a variety of locomotive tasks and have incredible potential for navigating complex terrains, but much of that potential remains untapped. Unfortunately, many techniques commonly used in robotics prove [...]
Looking for the Right Line
Event Location: NSH 1507Bio: C. Lawrence Zitnick is a senior researcher in the Interactive Visual Media group at Microsoft Research, Redmond. He is interested in a broad range of topics related to visual object recognition. His current interests include object detection, semantically interpreting visual scenes, and the use of human debugging to identify promising areas [...]
Spatial, Temporal and Spatio-temporal Correspondence for Computer Vision Problems
Event Location: NSH 1507Abstract: Many computer vision problems, such as object classification, motion estimation or shape registration rely on solving the correspondence problem. Existing algorithms to solve the correspondence problems are usually NP-hard, difficult to approximate and lack mechanism for feature selection. This proposal addresses the correspondence problem in computer vision, and proposes two new [...]
Can we make our world accessible?
Event Location: NSH 1305Bio: Chieko Asakawa is an IBM Fellow and Chief Technology Officer for Accessibility Research and Technology at IBM Research. Her contributions to Web accessibility include IBM Home Page Reader, one of the first voice browsers for the visually impaired, the aDesigner tool for accessibility evaluation, ai-browser for multimedia content accessibility, and then [...]
Towards leveraging large data for video analysis
Event Location: NSH 1507Bio: Pinar Duygulu has received her BSc, MSc and PhD degrees from Department of Computer Engineering at Middle East Technical University, Ankara, Turkey in 1996, 1998 and 2003 respectively. During her PhD, she was a visiting scholar at University of California at Berkeley under the supervision of Prof. David Forsyth. After being [...]
Characteristic Prosody and Meaning in Speech Synthesis
Event Location: NSH 3305Abstract: A new trainable model and method for generating prosody for speech synthesis is proposed, in which a relationship between pragmatics, intonational phonology, and performance is made explicit in a language-neutral manner. The literature of pragmatics and intonation is broad, but produces only coarse descriptions and few actionable models (Steedman; Pierrehumbert and [...]
Information Enabled Adaptive Autonomy for Unmanned Aerial Vehicles
Event Location: 1507Bio: Girish Chowdhary received his PhD and MS degrees from Georgia Institute of Technology. He has postdoctoral research experience at the Georgia Tech UAV Research Facility, and at the Laboratory for Information and Decision Systems and the School of Aeronautics and Astronautics of the Massachusetts Institute of Technology. He also has research experience [...]
Understanding Human Behaviours using 2D and 3D Sensors
Event Location: NSH 1507Bio: Junsong Yuan is a Nanyang Assistant Professor at Nanyang Technological University (NTU), Singapore, leading the video analytics program at School of EEE. He obtained his PhD from Northwestern University in Aug. 2009. His research interests include computer vision, video analytics, large-scale visual search and mining, human computer interaction, biomedical image analysis, [...]