METHOD AND APPARATUS FOR LOCATING A WEAR PART IN AN IMAGE OF AN OPERATING IMPLEMENT
A method and apparatus for locating and/or determining the condition of a wear part in an image of an operating implement associated with heavy equipment is disclosed. The method involves capturing at least one image of the operating implement during operation of the heavy equipment, the image inclu...
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| creator | BAUMANN, Matthew Alexander KARIMIFARD, Saeed SAMETI, Mohammad PARNIAN, Neda TAFAZOLI BILANDI, Shahram HAMZEI, Nazanin NOURANIAN, Saman RAMEZANI, Mahdi SUZANI, Amin |
| description | A method and apparatus for locating and/or determining the condition of a wear part in an image of an operating implement associated with heavy equipment is disclosed. The method involves capturing at least one image of the operating implement during operation of the heavy equipment, the image including a plurality of pixels each having an intensity value. The method also involves selecting successive pixel subsets within the plurality of pixels, and processing each pixel subset to determine whether pixel intensity values in the pixel subset meet a matching criterion indicating a likelihood that the pixel subset corresponds to the wear part. The matching criterion is based on processing a labeled set of training images during a training exercise prior to capturing the at least one image of the operating implement. |
| format | Patent |
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The method involves capturing at least one image of the operating implement during operation of the heavy equipment, the image including a plurality of pixels each having an intensity value. The method also involves selecting successive pixel subsets within the plurality of pixels, and processing each pixel subset to determine whether pixel intensity values in the pixel subset meet a matching criterion indicating a likelihood that the pixel subset corresponds to the wear part. The matching criterion is based on processing a labeled set of training images during a training exercise prior to capturing the at least one image of the operating implement.</description><language>eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; DREDGING ; FIXED CONSTRUCTIONS ; FOUNDATIONS ; HANDLING RECORD CARRIERS ; HYDRAULIC ENGINEERING ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES ; MEASURING ; PHYSICS ; PRESENTATION OF DATA ; RECOGNITION OF DATA ; RECORD CARRIERS ; SOIL SHIFTING ; TESTING ; TESTING STATIC OR DYNAMIC BALANCE OF MACHINES ORSTRUCTURES ; TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR</subject><creationdate>2018</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20180510&DB=EPODOC&CC=US&NR=2018130222A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20180510&DB=EPODOC&CC=US&NR=2018130222A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>BAUMANN, Matthew Alexander</creatorcontrib><creatorcontrib>KARIMIFARD, Saeed</creatorcontrib><creatorcontrib>SAMETI, Mohammad</creatorcontrib><creatorcontrib>PARNIAN, Neda</creatorcontrib><creatorcontrib>TAFAZOLI BILANDI, Shahram</creatorcontrib><creatorcontrib>HAMZEI, Nazanin</creatorcontrib><creatorcontrib>NOURANIAN, Saman</creatorcontrib><creatorcontrib>RAMEZANI, Mahdi</creatorcontrib><creatorcontrib>SUZANI, Amin</creatorcontrib><title>METHOD AND APPARATUS FOR LOCATING A WEAR PART IN AN IMAGE OF AN OPERATING IMPLEMENT</title><description>A method and apparatus for locating and/or determining the condition of a wear part in an image of an operating implement associated with heavy equipment is disclosed. The method involves capturing at least one image of the operating implement during operation of the heavy equipment, the image including a plurality of pixels each having an intensity value. The method also involves selecting successive pixel subsets within the plurality of pixels, and processing each pixel subset to determine whether pixel intensity values in the pixel subset meet a matching criterion indicating a likelihood that the pixel subset corresponds to the wear part. 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The method involves capturing at least one image of the operating implement during operation of the heavy equipment, the image including a plurality of pixels each having an intensity value. The method also involves selecting successive pixel subsets within the plurality of pixels, and processing each pixel subset to determine whether pixel intensity values in the pixel subset meet a matching criterion indicating a likelihood that the pixel subset corresponds to the wear part. The matching criterion is based on processing a labeled set of training images during a training exercise prior to capturing the at least one image of the operating implement.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTING COUNTING DREDGING FIXED CONSTRUCTIONS FOUNDATIONS HANDLING RECORD CARRIERS HYDRAULIC ENGINEERING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES MEASURING PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS SOIL SHIFTING TESTING TESTING STATIC OR DYNAMIC BALANCE OF MACHINES ORSTRUCTURES TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR |
| title | METHOD AND APPARATUS FOR LOCATING A WEAR PART IN AN IMAGE OF AN OPERATING IMPLEMENT |
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