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1. (WO2018083668) SCENE UNDERSTANDING AND GENERATION USING NEURAL NETWORKS

Pub. No.:    WO/2018/083668    International Application No.:    PCT/IB2017/056903
Publication Date: Sat May 12 01:59:59 CEST 2018 International Filing Date: Sun Nov 05 00:59:59 CET 2017
IPC: G06K 9/00
G06T 15/20
G06T 17/00
G06N 3/04
Applicants: DEEPMIND TECHNOLOGIES LIMITED
Inventors: REZENDE, Danilo Jimenez
ESLAMI, Seyed Mohammadali
GREGOR, Karol
BESSE, Frederic Olivier
ESLAMI, Seyed Mohammadali
Title: SCENE UNDERSTANDING AND GENERATION USING NEURAL NETWORKS
Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for image rendering. In one aspect, a method comprises receiving a plurality of observations characterizing a particular scene, each observation comprising an image of the particular scene and data identifying a location of a camera that captured the image. In another aspect, the method comprises receiving a plurality of observations characterizing a particular video, each observation comprising a video frame from the particular video and data identifying a time stamp of the video frame in the particular video. In yet another aspect, the method comprises receiving a plurality of observations characterizing a particular image, each observation comprising a crop of the particular image and data characterizing the crop of the particular image. The method processes each of the plurality of observations using an observation neural network to determine a numeric representation as output.