Patents by Inventor Tommi Kerola

Tommi Kerola has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • TRAINING METHOD, TRAINING APPARATUS, REGION CLASSIFIER, AND NON-TRANSITORY COMPUTER READABLE MEDIUM
    Publication number: 20190042888
    Abstract: A region classifier training method includes generating a first network which outputs a saliency map with respect to an input image; generating superpixels of the input image; generating a weak segmentation for extracting a target region based on the saliency map and the superpixels; and training and generating a second network being a region classifier which classifies the target region when the input image is input, by using the weak segmentation as supervised data.
    Type: Application
    Filed: August 1, 2018
    Publication date: February 7, 2019
    Inventors: Satoshi Tsutsui, Tommi Kerola