公开(公告)号：US09218365B2

公开(公告)日：2015-12-22

申请号：US13712982

申请日：2012-12-13

Applicant: Yeda Research and Development Co. Ltd.

Inventor： Michal Irani ,  Alon Faktor

IPC: G06K9/54 ,  G06K9/60 ,  G06F17/30 ,  G06K9/00 ,  G06K9/46 ,  G06K9/62

CPC classification number: G06F17/30244 ,  G06F17/30259 ,  G06K9/00677 ,  G06K9/4676 ,  G06K9/6215 ,  G06K9/6218

Abstract: Device, system, and method of visual inference by collaborative composition. A method of searching for similar target content-items for a plurality of source content-items, the method implementable on a computing device, comprises: for each of said plurality of source content-items, searching for similar target content-items in a dataset, while taking into account collaborative feedback exchanged among at least some of currently-searched said plurality of source content-items.

Abstract translation: 设备，系统和方法通过协同构成的视觉推理。 一种搜索用于多个源内容项目的类似目标内容项目的方法，所述方法可在计算设备上实现，包括：对于所述多个源内容项目中的每一个，在数据集中搜索类似的目标内容项目 同时考虑在至少一些当前搜索的所述多个源内容项之间交换的协作反馈。

公开(公告)号：US11907835B2

公开(公告)日：2024-02-20

申请号：US16765886

申请日：2018-11-26

Applicant: YEDA RESEARCH AND DEVELOPMENT CO. LTD.

Inventor： Michal Irani ,  Assaf Shocher

IPC: G06N3/08 ,  G06T3/40 ,  G06T5/00

CPC classification number: G06N3/08 ,  G06T3/4053 ,  G06T5/001 ,  G06T2207/20016 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20132

Abstract: Given an input image, an image enhancement task, and no external examples available to train on, an Image-Specific Deep Network is constructed tailored to solve the task for this specific image. Since there are no external examples available to train on, the network is trained on examples extracted directly from the input image itself. The current solution solves the problem of Super-Resolution (SR), whereas the framework is more general and is not restricted to SR.