Search Results - "Behley, J."
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WHAT IDENTIFIES A WHALE BY ITS FLUKE? ON THE BENEFIT OF INTERPRETABLE MACHINE LEARNING FOR WHALE IDENTIFICATION
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (03-08-2020)“…Interpretable and explainable machine learning have proven to be promising approaches to verify the quality of a data-driven model in general as well as to…”
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Journal Article -
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Performance of histogram descriptors for the classification of 3D laser range data in urban environments
Published in 2012 IEEE International Conference on Robotics and Automation (01-05-2012)“…The selection of suitable features and their parameters for the classification of three-dimensional laser range data is a crucial issue for high-quality…”
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Conference Proceeding -
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Learning to hash logistic regression for fast 3D scan point classification
Published in 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-10-2010)“…Segmenting range data into semantic categories has become a more and more active field of research in robotics. In this paper, we advocate to view this task as…”
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Conference Proceeding