VISUAL ATTENTION SYSTEM FOR SALIENT REGIONS IN IMAGERY

Patent №

US 8,369,652

Granted

2013-02-05

Filed 2009

Owner

HRL LABORATORIES, LLC

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12584744

Described is a system for finding salient regions in imagery. The system improves upon the prior art by receiving an input image of a scene and dividing the image into a plurality of image sub-regions. Each sub-region is assigned a coordinate position within the image such that the sub-regions collectively form the input image. A plurality of local saliency maps are generated, where each local saliency map is based on a corresponding sub-region and a coordinate position representative of the corresponding sub-region. Finally, the plurality of local saliency maps is combined according to their coordinate positions to generate a single global saliency map of the input image of the scene.

AI classification

Vision1.00
Machine learning0.98
Natural language0.48
AI hardware0.44
Knowledge representation0.07
Evolutionary computation0.03
Speech0.00
Planning0.00

Ownership

HRL LABORATORIES, LLC

assignment · 232640268

Assignors

KHOSLA, DEEPAK, HUBER, DAVID J.

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

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