FEATURES GENERATION AND SPOTTING METHODS AND SYSTEMS USING SAME

Patent №

US 8,045,798

Granted

2011-10-25

Filed 2007

Owner

XEROX CORPORATION

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11847742

An image partitioner is configured to find a partition point that divides a received image into four sub-images each having a pre-selected activated pixel count. A recursion processor is configured to (i) apply the image partitioner to an input image to generate a first partition point and four sub-images and to (ii) recursively apply the image partitioner to at least one of the four sub-images for at least one recursion iteration to generate at least one additional partition point. A formatter is configured to generate a features representation of the input image in a selected format. The features representation is based at least in part on the partition points. The features representation can be used in various ways, such as by a classifier configured to classify the input image based on the features representation.

Machine learningVisionPlanningAI hardwareG06V 30/18086G06V 30/19073G06V 30/10G06V 2201/09

AI classification

Vision1.00
Machine learning1.00
AI hardware0.96
Planning0.89
Knowledge representation0.45
Evolutionary computation0.21
Natural language0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 197690293

Assignors

BRESSAN, MARCO, WILLAMOWSKI, JUTTA KATHARINA

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

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