Carnegie Mellon Robotics Institute
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| Research Interests |
My interests are in the broad area of scene understanding, particularly the problems of object detection and terrain classification from 3-D and image data. My current research concerns spatially consistent classification of off-road terrain to better inform planning algorithms for navigation, as well as more fundamental questions about scale theory in non-uniformly sampled data. In the past, I've worked on a diverse set of problems ranging from mosaic-based localization, mapping and model-building, to multiple-object detection from image and range data, to ancillary technologies like performance metrics for vision algorithms and development of new flexible calibration techniques. |
| Additional Interests |
I help to maintain machines, and manage disk space and partition allocations in the Vision & Mobile Robotics lab. |
| Research Interest Keywords |
| 3-D perception, computer vision, machine learning, mobile robots, object recognition, range data, sensor fusion, statistics |
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