SYSTEM AND METHOD FOR DETECTING CANCEROUS TISSUE FROM A THERMAL IMAGE

Patent №

US 9,622,698

Granted

2017-04-18

Filed 2014

Owner

XEROX CORPORATION

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14548002

What is disclosed is a system and method for the detection of cancerous tissue by analyzing blocks of pixels in a thermal image of a region of exposed skin tissue. In one embodiment, matrices are received which have been derived from vectors of temperature values associated with pixels in blocks of pixels which have been isolated from a plurality of thermal images of both cancerous and non-cancerous tissue. The vectors are rearranged to form matrices. A thermal image of a subject is received. Blocks of pixels which reside within a region of exposed skin tissue are identified and isolated. For each identified pixel block, an image vector comprising temperature values associated with these pixels is formed. The vector is provided to a classifier which uses the matrices to classify tissue associated with this block of pixels as being either cancerous or non-cancerous tissue.

VisionAI hardwareA61B 5/4312A61B 5/0013A61B 5/015A61B 5/7264A61B 5/748A61B 10/0041G16H 30/40A61B 5/0022+6 more

AI classification

Vision1.00
AI hardware1.00
Knowledge representation0.43
Machine learning0.26
Planning0.02
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 342120848

Assignors

MESTHA, LALIT KESHAV, VENKATARAMANI, KRITHIKA

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

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