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Multi-camera high-throughput plant root phenotyping system
(University of Missouri--Columbia, 2016)
Plant root phenotyping is a key component in plant breeding and selection for desireable root properties. Preferable root traits can not only help a plant to grow faster but also allow for more dense and deep root system ...
Map-guided hyperspectral image superpixel segmentation using semi-supervised partial membership latent Dirichlet allocation
(University of Missouri--Columbia, 2016)
Many superpixel segmentation algorithms which are suitable for the regular color images like images with three channels: red, green and blue (RGB images) have been developed in the literature. However, because of the high ...
Semi-supervised interactive unmixing for hyperspectral image analysis
(University of Missouri--Columbia, 2016)
In the past several decades, hyperspectral imaging has drawn a lot of attention in the field of remote sensing. Yet, due to low spatial resolutions of hyperspectral imagers, often the response from more than one surface ...
Task driven extended functions of multiple instances (TD-eFUMI)
(University of Missouri--Columbia, 2015)
Dictionary learning techniques have proven to be a powerful method in the pattern recognition literature. Recently supervised dictionary learning has been used to achieve very good results on a number of different data ...