METHOD FOR FEW-SHOT UNSUPERVISED IMAGE-TO-IMAGE TRANSLATION

    公开(公告)号:US20200242736A1

    公开(公告)日:2020-07-30

    申请号:US16261395

    申请日:2019-01-29

    Abstract: A few-shot, unsupervised image-to-image translation (“FUNIT”) algorithm is disclosed that accepts as input images of previously-unseen target classes. These target classes are specified at inference time by only a few images, such as a single image or a pair of images, of an object of the target type. A FUNIT network can be trained using a data set containing images of many different object classes, in order to translate images from one class to another class by leveraging few input images of the target class. By learning to extract appearance patterns from the few input images for the translation task, the network learns a generalizable appearance pattern extractor that can be applied to images of unseen classes at translation time for a few-shot image-to-image translation task.

    Fully parallel in-place construction of 3D acceleration structures and bounding volume hierarchies in a graphics processing unit

    公开(公告)号:US09721320B2

    公开(公告)日:2017-08-01

    申请号:US13732103

    申请日:2012-12-31

    Inventor: Tero Karras

    CPC classification number: G06T15/00 G06T1/20 G06T17/005 G06T2210/52

    Abstract: A non-transitory computer-readable storage medium having computer-executable instructions for causing a computer system to perform a method for constructing bounding volume hierarchies from binary trees is disclosed. The method includes providing a binary tree including a plurality of leaf nodes and a plurality of internal nodes. Each of the plurality of internal nodes is uniquely associated with two child nodes, wherein each child node comprises either an internal node or leaf node. The method also includes determining a plurality of bounding volumes for nodes in the binary tree by traversing the binary tree from the plurality of leaf nodes upwards toward a root node, wherein each parent node is processed once by a later arriving corresponding child node.

Patent Agency Ranking