AUTOMATED AND SCALABLE OBJECT AND FEATURE EXTRACTION FROM IMAGERY

Patent №

US 9,569,690

Granted

2017-02-14

Filed 2015

Owner

DIGITALGLOBE, INC.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14826740

Feature extraction of image data using feature extraction modules. The feature extraction modules may be provided in an architecture that allows for modular, decoupled generation and/or operation of the feature extraction modules to generate feature data corresponding to image data. In this regard, the feature extraction modules may communicate with a file system storing image data and feature data by way of a common interface format. Accordingly, regardless of the nature of the execution of the feature extraction module, each feature extraction module may be communicative by way of the common interface format, thereby providing a modular approach that is highly scalable, flexible, and adaptive.

Machine learningVisionKnowledge representationPlanningAI hardwareG06V 20/13G06T 5/40H04N 1/4074G06T 2207/10016G06T 2207/10036G06T 2207/20182G06T 2207/30181

AI classification

Knowledge representation1.00
Machine learning0.98
Vision0.94
AI hardware0.92
Planning0.58
Evolutionary computation0.00
Speech0.00
Natural language0.00

Ownership

DIGITALGLOBE, INC.

assignment · 363300727

Assignors

MARCHISIO, GIOVANNI B., TABB, MARK D., TUSK, CARSTEN, KOPERSKI, KRZYSZTOF, SHAFER, JEFFREY D.

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

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