公开(公告)号：US20180075315A1

公开(公告)日：2018-03-15

申请号：US15657344

申请日：2017-07-24

Applicant: Sony Corporation

Inventor： Shuhang GU ,  Chongyu CHEN ,  Lei ZHANG

IPC: G06K9/46 ,  G06T7/593

CPC classification number: G06K9/46 ,  G06K9/6255 ,  G06K2009/4695 ,  G06T5/50 ,  G06T7/0002 ,  G06T7/593 ,  G06T2207/10028 ,  G06T2207/20081 ,  G06T2207/30168

Abstract: The disclosure relates to information processing apparatus and information processing method. The information processing apparatus according to an embodiment includes a processing circuitry configured to acquire a first depth image, a second depth image and an intensity image having a pixel correspondence with each other, wherein the second depth image being superior to the first depth image in terms of image quality. The processing circuitry is further configured to perform a training process based on the first depth image, the second depth image and the intensity image to derive parameters of an analysis sparse representation model modeling a relationship among the first depth image, the second depth image and the intensity image. The processing circuitry is configured to output the derived parameters.