METHOD, APPARATUS AND SYSTEM FOR MULTIMEDIA MODEL RETRIEVAL

Patent №

US 8,082,263

Granted

2011-12-20

Filed 2008

Owner

HUAWEI TECHNOLOGIES CO., LTD.

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12205792

A method, apparatus and system for multimedia model retrieval are provided. The method includes: obtaining parameters of a multimedia model to be retrieved; performing a projection on the multimedia model according to the parameters of the multimedia model so as to obtain a projection image; performing a feature extraction on the projection image; matching a feature extraction result with stored model multimedia file information to obtain a retrieval result; training a support vector machine (SVM) with the multimedia model labeled by a user upon the retrieval result as a training sample set, performing a probability-based classification on the multimedia model by the SVM, and updating the retrieval result with a classification result. The system of the present invention illustrated by embodiments achieves favorable applicability and robustness, so that users may perform a rapid and precise retrieval on massive model data in these fields.

AI classification

Vision1.00
Machine learning1.00
Natural language1.00
AI hardware0.90
Knowledge representation0.13
Planning0.12
Speech0.02
Evolutionary computation0.00

Ownership

HUAWEI TECHNOLOGIES CO., LTD.

assignment · 214910418

Assignors

MA, YANPING, ZHANG, QINWEI

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

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