FAST SUBSPACE PROJECTION OF DESCRIPTOR PATCHES FOR IMAGE RECOGNITION

Patent №

US 8,897,572

Granted

2014-11-25

Filed 2010

Owner

QUALCOMM INCORPORATED

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12959347

A method for generating a feature descriptor is provided. A set of pre-generated sparse projection vectors is obtained. A scale space for an image is also obtained, where the scale space having a plurality scale levels. A descriptor for a keypoint in the scale space is then generated based on a combination of the sparse projection vectors and sparsely sampled pixel information for a plurality of pixels across the plurality of scale levels.

AI classification

Vision1.00
AI hardware1.00
Knowledge representation0.31
Natural language0.02
Machine learning0.01
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

QUALCOMM INCORPORATED

assignment · 258430844

Assignors

HAMSICI, ONUR C, REZNIK, YURIY, HONG, JOHN, VADDADI, SUNDEEP, LEE, CHONG U.

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

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