EVALUATION OF MODELS GENERATED FROM OBJECTS IN VIDEO

Patent №

US 10,032,079

Granted

2018-07-24

Filed 2016

Owner

VERINT SYSTEMS, INC.

+1 more

Lab

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15048237

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 learningVisionKnowledge representationPlanningEvolutionary computationAI 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 representation0.91
Evolutionary computation0.68
Planning0.51
Natural language0.36
Speech0.15

Ownership

VERINT SYSTEMS, INC.

assignment · 381660264

VERINT AMERICAS INC.

assignment · 381660314

Assignors

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

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

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