OBJECT IMAGE SEARCH USING SUB-MODELS

Patent №

US 6,324,299

Granted

2001-11-27

Filed 1998

Owner

COGNEX CORPORATION

Lab

AI components

3

ml · vision · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09054968

The invention provides a method of locating an object within a client region, where the object has a plurality of portions. The method includes defining a full geometric model of the object; defining a plurality of geometric sub-models of the object; determining coarse candidate poses of the object within the region using an image of the region and the full geometric model of the object; determining the fine pose of each of a plurality of portions of the object using the coarse candidate poses of the object within the region, and at least some of said geometric sub-models, to provide a plurality of object portion fine poses within the region; and then determining the fine poses of the object within the region using said plurality of object portion fine poses of a plurality of portions of the object includes determining the coarse poses of each of a plurality of portions of the object, and using each coarse pose, determining the fine pose of each of the plurality of portions of the object. The invention allows geometric descriptions of objects (such as resistor chips, ball grid array packages, flip chips, etc.) to be specified in an arbitrary coordinate system, such as a physical (real world) coordinate system. This allows the same model to be used when locating the object within the physical world over a wide range of imaging conditions. The invention provides a powerful method for finding objects in images that is efficient in both memory space and computational time.

AI classification

Vision1.00
Speech0.99
Machine learning0.67
Knowledge representation0.10
AI hardware0.05
Natural language0.00
Planning0.00
Evolutionary computation0.00

Ownership

COGNEX CORPORATION

assignment · 99920791

Assignors

SARACHIK, KAREN B., BACHELDER, IVAN A., MARRION, CYRIL C., CHANG, YIAN LENG

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

From the same owner

© 2026 NYSGPT2525 LLC