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Isaac Green (Graduate Student )
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Contact:

Isaac Green
CSB 615
Department of Computer Science
University of Rochester
Rochester, NY 14627

email: igreen@cs.rochester.edu
home: http://www.cs.rochester.edu/~sanders
vision: http://www.rochester.edu/research/vision/people/Isaac_A_Green

About:

Isaac is a sixth year Ph.D. student looking at issues in generic and loosely structured object recognition. In Fall 2003, he will be starting as an Assistant Professor at the College of Charleston in Charleston, South Carolina.

Research Interests:

My research interests include object recognition, spatial intelligence, and activity detection and recogntion. My thesis involves recognizing loosely structured and generic classes of objects. Loosely structured object recognition is identifying objects that are characterized as having rigid subparts with loose constraints on how those subparts fix together to form the object. Car keys are good example of objects in this class. Generic recognition involves recognizing a whole class of objects having only trained on a few examplars from that class. I am also involved in the Memory Assistance project at the Center for Future Health. This system is designed to help people with mild to moderate memory loss keep tracking of important objects in a home environment.

Projects:

Perceptual Basis of Spatial Relations: We seek to visually recognize the spatial relations between objects in a 3-D realistic environment, using an interaction-based approach that identifies a small high-leverage set of visual features.

The Memory Assistant: The Memory Assistant system is designed to help people with mild to moderate memory loss keep tracking of important objects in a home environment.


Publications:

Tracking Objects Using Recgonition (Tech Report) (Randal Nelson and Issac Green)
Tracking Objects Using Recognition (Randal Nelson and Issac Green)