Patent US 9,953,390

Patent №

US 9,953,390

Granted

Owner

Lab

AI components

4

ml · vision · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

14936359

Signal processing devices and methods estimate transforms between signals using a least squares technique. From a seed set of transform candidates, a direct least squares method applies a seed transform candidate to a reference signal and then measures correlation between the transformed reference signal and a suspect signal. For each candidate, update coordinates of reference signal features are identified in the suspect signal and provided as input to a least squares method to compute an update to the transform candidate. The method iterates so long as the update of the transform provides a better correlation. At the end of the process, the method identifies a transform or set of top transforms based on a further analysis of correlation, as well as other results.

Machine learningVisionPlanningAI hardwareG06T 1/0064G06F 1/02G06T 1/0021G06T 3/02G06T 3/10G06V 10/754

AI classification

Vision0.99
AI hardware0.91
Machine learning0.82
Planning0.70
Knowledge representation0.09
Evolutionary computation0.01
Natural language0.01
Speech0.00
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