Image Prediction

Patent №

US 10,248,891

Granted

2019-04-02

Filed 2017

Owner

AT&T INTELLECTUAL PROPERTY I, L.P.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15627498

Concepts and technologies disclosed herein are directed to image prediction. According to one aspect disclosed herein, an image prediction system can receive a training data set that includes a plurality of training images. The image prediction system can define N-dimensional feature vectors corresponding to the plurality of training images in the training data set, parameterize the N-dimensional feature vectors to obtain a plurality of parameterized curves corresponding the plurality of training images in the training data set, obtain a square root velocity representation for each parameterized curve of the plurality of parameterized curves, rescale the plurality of parameterized curves to remove scaling variability among the plurality of parameterized curves, define a pre-shape space for the plurality of parameterized curves, and obtain shape space points pertaining to each parameterized curve of the plurality of parameterized curves on a shape space that inherits a structure from the pre-shape space.

Machine learningVisionKnowledge representationPlanningAI hardwareG06V 20/00G06F 18/2135G06F 18/214G06F 18/23213G06F 18/24147G06F 18/2415G06V 10/763G06V 10/764+2 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Planning0.85
Knowledge representation0.58
Speech0.01
Evolutionary computation0.00
Natural language0.00

Ownership

AT&T INTELLECTUAL PROPERTY I, L.P.

assignment · 427530434

Assignors

GOPALAN, RAGHURAMAN

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

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