METHOD OF DETECTING MOVING OBJECTS AND ESTIMATING THEIR VELOCITY AND POSITION IN SAR IMAGES

Patent №

US 6,952,178

Granted

2005-10-04

Filed 2003

Owner

DORNIER GMBH

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10460647

A method of detecting moving objects and of estimating their velocity and position in SAR images includes the steps of generating a sequence of single-look SAR images which have the same polarization, are successive in time, and have a look center frequency which varies from one image to the next; detecting candidates for moving objects in the single-look SAR images of the sequence by searching for regions with a course of intensity that deviates from the environment; estimating the velocity of the detected candidates; and verifying the detected candidates as moving objects. The estimation of one or more velocity components of a detected candidate takes place jointly with the estimation of one or more position components of the candidate. A cost function is established as a function of the components to be estimated, taking into account the positions of the candidate in the individual single-look SAR images of the sequence, which cost function is minimized by means of an optimization method for the parameter or parameters to be estimated.

AI classification

Vision1.00
Planning0.42
Evolutionary computation0.00
Machine learning0.00
AI hardware0.00
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

DORNIER GMBH

assignment · 145890635

Assignors

KIRSCHT, MARTIN

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

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