Titelaufnahme
Titelaufnahme
- TitelAdaptive scene-dependent filters in online learning environments
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- SpracheEnglisch
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Abstract
In this paper we propose the Adaptive Scene Dependent Filters (ASDF) to enhance the online learning capabilities of an object recognition system in real-world scenes. The ASDF method proposed extends
the idea of unsupervised segmentation to a flexible, highly dynamic image
segmentation architecture. We combine unsupervised segmentation to define coherent groups of pixels with a recombination step using top-down
information to determine which segments belong together to the object.
We show the successful application of this approach to online learning in
cluttered environments.
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