DEPTH ESTIMATION FROM IMAGE DEFOCUS USING MULTIPLE RESOLUTION GAUSSIAN DIFFERENCE

Patent №

US 9,723,197

Granted

2017-08-01

Filed 2015

Owner

SONY CORPORATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14675287

A blur estimation method and apparatus which utilizes Gaussian differences at multiple resolutions, upon which iterative convolution is performed to match sharpness measures between two images. Blur differences are combined with an iteration number selected from multiple resolution levels based on comparing a sharpness ratio as the blur difference estimate. Blur difference estimate is then applied through a depth model to arrive at a depth estimate. Blur difference depth estimation can be utilized for controlling operation of focus control hardware in an imaging device.

Machine learningVisionG06T 7/571G06T 2207/10016G06T 2207/20024

AI classification

Vision1.00
Machine learning0.76
Evolutionary computation0.02
AI hardware0.01
Natural language0.00
Knowledge representation0.00
Speech0.00
Planning0.00

Ownership

SONY CORPORATION

assignment · 353620848

Assignors

LI, PINGSHAN, TU, XUE

On an employer assignment, the assignors are typically the inventors.

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