METHOD FOR PROGRESSIVELY DETERMINING DEPTH FROM DEFOCUSED IMAGES

Patent №

US 8,644,697

Granted

2014-02-04

Filed 2011

Owner

ZORAN CORPORATION

Lab

AI components

4

vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13183363

A system, method, and computer program product are provided for automatically progressively determining focus depth estimates for an imaging device from defocused images. After a depth-from-defocus (DFD) system generates sometimes-noisy estimates for focus depth and optionally a confidence level that the focus depth estimate is correct, embodiments of the present invention process a sequence of such input DFD measures to iteratively decrease the likelihood of focus depth ambiguity and to increase an overall focus depth estimate confidence level. Automatic focus systems for imaging devices may use the outputs of the embodiments to operate more quickly and accurately, either directly or in combination with other focus depth estimation methods, such as calculated sharpness measures. A depth map of a 3D scene may be estimated for creating a pair of images based on a single image.

AI classification

Vision1.00
Planning0.99
AI hardware0.82
Knowledge representation0.74
Machine learning0.20
Evolutionary computation0.06
Natural language0.01
Speech0.00

Ownership

ZORAN CORPORATION

assignment · 265940242

Assignors

TZUR, MEIR, RAPAPORT, GUY

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

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