EVALUATION OF MODELS GENERATED FROM OBJECTS IN VIDEO

Patent №

US 9,268,996

Granted

2016-02-23

Filed 2012

Owner

VERINT SYSTEMS INC.

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13355285

Models are generated from objects identified in video. Each model is evaluated based on knowledge of the objects determined from video analysis, and preferred models are identified based on the evaluations. In some examples, each model could be evaluated by tracking a movement of each object in the video by using each model to track the object from which it was generated, evaluating an ability of each model to identify the objects in the video that are similar to the object from which it was generated, and determining an amount of false identifications made by each model of different objects in different video that does not include the object from which it was generated.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06V 10/776G06F 18/217G06T 7/251G06V 10/40G06V 20/40G06V 40/103G06V 40/23G06V 40/25+3 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.87
Natural language0.65
Planning0.41
Evolutionary computation0.22
Speech0.06

Ownership

VERINT SYSTEMS INC.

assignment · 281450375

Assignors

ZIMERMAN, GADI, HOROVITZ, ITSHAK, AKERMAN, SHMUEL, SOLE, AMIR

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

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