METHODS AND SYSTEMS FOR SPATIALLY LOCALIZED IMAGE EDITING

Patent №

US 10,147,166

Granted

2018-12-04

Filed 2016

Owner

APPLE INC.

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15275205

This invention provides methods for spatially localized image editing. For example, an input image is divided into multiple bins in each dimension. For each bin, a histogram is computed, along with local image statistics such as mean, medium and cumulative histogram. Next, for each tile, a type of adjustment is determined and applied, including adjustment associated with Exposure, Brightness, Shadows, Highlights, Contrast, and Blackpoint. The adjustments are done for all tiles in the input image to render a small adjustment image. The small image is then interpolated, for example, using an edge-preserving interpolation, to get a full size adjustment image with adjustment curve for each pixel. Subsequently, per-pixel image adjustments can be performed across an entire input image to render a final adjusted image.

VisionAI hardwareG06T 3/403G06T 5/40G06T 5/94G06T 2207/10004G06T 2207/20021G06T 2207/20092G06T 2207/20192

AI classification

Vision1.00
AI hardware0.79
Knowledge representation0.03
Evolutionary computation0.01
Machine learning0.00
Natural language0.00
Speech0.00
Planning0.00

Ownership

APPLE INC.

assignment · 406880108

Assignors

JOHNSON, GARRETT M., HAYWARD, DAVID

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

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