DETECTING OBJECTS IN MULTIPLE IMAGES USING INTEGRAL IMAGES

Patent №

US 9,740,918

Granted

2017-08-22

Filed 2015

Owner

AMAZON TECHNOLOGIES, INC.

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14717910

Subject matter disclosed herein relates to arrangements and techniques that provide for identifying objects within an image such as the face position of a user of a portable electronic device. An application specific integrated circuit (ASIC) is configured to locate objects within images. The ASIC includes an image node configured to process an image and a search node configured to search the image for an object in the image. The ASIC also includes an ensemble node configured to confirm the presence of the object in the image. The ensemble node progressively compares, using computational engines that include accumulators, the pixel values of a template with pixel values of a region of interest in the image to create comparison result values.

Machine learningVisionAI hardwareG06V 40/161G06V 10/255G06V 10/7515G06V 10/955

AI classification

Machine learning1.00
Vision1.00
AI hardware0.96
Planning0.06
Knowledge representation0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 402920079

Assignors

BALASUBRAMANIAN, VENKATESH, ARNOLD, VAUGHN TODD

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

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