Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00)
Active Computer Vision System
Padova, Italy
September 11-September 13
ISBN: 0-7695-0740-9
We present a modular architecture for image understanding and active computer vision which consists of the following major components: sensor and actor interfaces required for data-driven active vision are encapsulated to hide machine-dependent parts; image segmentation is implemented in object-oriented programming as a hierarchy of image operator classes, guaranteeing simple and uniform interfaces. We apply this architecture to appearance-based object recognition. This is used for an autonomous mobile service robot which has to locate objects using visual sensors.
Index Terms:
active vision; active computer vision; data-driven active vision; modular architecture; image understanding; autonomous mobile service robot; image segmentation; object-oriented programming
Citation:
D. Paulus, C. Drexler, M. Reinhold, M. Zobel, J. Denzler, "Active Computer Vision System," camp, pp.18, Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00), 2000
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