OBJECT SHAPE REGRESSION USING WASSERSTEIN DISTANCE

Patent №

US 10,943,352

Granted

2021-03-09

Filed 2018

Owner

PALO ALTO RESEARCH CENTER INCORPORATED

Lab

AI components

4

ml · vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16222062

One embodiment can provide a system for detecting outlines of objects in images. During operation, the system receives an image that includes at least one object, generates a random noise signal, and provides the received image and the random noise signal to a shape-regressor module, which applies a shape-regression model to predict a shape outline of an object within the received image.

Machine learningVisionEvolutionary computationAI hardwareG06V 10/255G06N 3/045G06N 3/0475G06N 3/0499G06N 3/088G06N 3/09G06N 3/094G06N 5/046+6 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.98
Evolutionary computation0.92
Knowledge representation0.39
Planning0.11
Natural language0.02
Speech0.00

Ownership

PALO ALTO RESEARCH CENTER INCORPORATED

assignment · 477980391

Assignors

SUN, JIN, KALLUR PALLI KUMAR, SRICHARAN, BALA, RAJA

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

From the same owner

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