Image Processing Algorithm for the Assessment of the Ore Fragmentation Size Distribution

The article presents the description of an image processing algorithm that attempts to estimate the fragmentation size distribution of ore. An introduction to the subject is followed by a step-by-step description of the algorithm. The result of the algorithm is in a form of a histogram containing in...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) s. 505 - 512
Hlavní autori: Firla, Marcin, Lipnicki, Piotr, Lewandowski, Daniel
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.09.2019
Predmet:
Belts
Cameras
CLAHE
fragmentation size distribution
Histograms
image processing
Image reconstruction
line-scan camera
mining
Ores
Rocks
ISSN:1946-0759
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract The article presents the description of an image processing algorithm that attempts to estimate the fragmentation size distribution of ore. An introduction to the subject is followed by a step-by-step description of the algorithm. The result of the algorithm is in a form of a histogram containing information on the size of the objects detected with the use of the routine. Even though the algorithm has shown to provide promising results, some important observations have been made which point towards areas where the algorithm could be improved. The designed solution was evaluated by means of experiments conducted in two different test stands - rotary table conveyor belt and standard conveyor belt. The samples for fragmentation size distribution has been prepared beforehand according to appropriate guidelines.
AbstractList The article presents the description of an image processing algorithm that attempts to estimate the fragmentation size distribution of ore. An introduction to the subject is followed by a step-by-step description of the algorithm. The result of the algorithm is in a form of a histogram containing information on the size of the objects detected with the use of the routine. Even though the algorithm has shown to provide promising results, some important observations have been made which point towards areas where the algorithm could be improved. The designed solution was evaluated by means of experiments conducted in two different test stands - rotary table conveyor belt and standard conveyor belt. The samples for fragmentation size distribution has been prepared beforehand according to appropriate guidelines.
Author Lewandowski, Daniel
Firla, Marcin
Lipnicki, Piotr
Author_xml – sequence: 1
  givenname: Marcin
  surname: Firla
  fullname: Firla, Marcin
  email: marcin.firla@pl.abb.com
  organization: Condition Monitoring, Sensors & Electronics, ABB Corporate Research Center, Kraków, Poland
– sequence: 2
  givenname: Piotr
  surname: Lipnicki
  fullname: Lipnicki, Piotr
  organization: Condition Monitoring, Sensors & Electronics, ABB Corporate Research Center, Kraków, Poland
– sequence: 3
  givenname: Daniel
  surname: Lewandowski
  fullname: Lewandowski, Daniel
  organization: Condition Monitoring, Sensors & Electronics, ABB Corporate Research Center, Kraków, Poland
BookMark eNotkEFPg0AUhFejibXyA4yX_QPge8Au7JHUok2a1MSaeGt24UHXFDC7eNBfX6o9zeSbzBzmll31Q0-M3SNEiKAel9uyiGJAFeW5VKmML1igshyzOEdIIMku2QwnHkIm1A0LvP8EgKkpVaJm7GPV6Zb4qxsq8t72LS8O7eDsuO94Mzg-7okX3k9ZR_3Ih-aPbBzx0un2xPRoh56_2V_iT9aPzprvE7lj140-eArOOmfv5XK7eAnXm-fVoliHNoZkDCusQWtVa4U0WagFQR4LIyGVoEwt0wZNSlqQwBhJV5QpaqAyUtQm1XUyZw__u5aIdl_Odtr97M5fJEdeqFXS
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/ETFA.2019.8869462
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9781728103037
1728103037
EISSN 1946-0759
EndPage 512
ExternalDocumentID 8869462
Genre orig-research
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AAWTH
ABLEC
ADZIZ
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
CHZPO
IEGSK
IPLJI
M43
OCL
RIE
RIL
RNS
ID FETCH-LOGICAL-i203t-c1d0aa9da91e1d00d5e0825b604609bd64f1b4ea5e5121eace79ef0cb65db4ad3
IEDL.DBID RIE
ISICitedReferencesCount 2
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000556596600065&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
IngestDate Wed Aug 27 02:39:20 EDT 2025
IsPeerReviewed false
IsScholarly true
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i203t-c1d0aa9da91e1d00d5e0825b604609bd64f1b4ea5e5121eace79ef0cb65db4ad3
PageCount 8
ParticipantIDs ieee_primary_8869462
PublicationCentury 2000
PublicationDate 2019-Sept.
PublicationDateYYYYMMDD 2019-09-01
PublicationDate_xml – month: 09
  year: 2019
  text: 2019-Sept.
PublicationDecade 2010
PublicationTitle Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation)
PublicationTitleAbbrev ETFA
PublicationYear 2019
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0001096939
Score 2.09279
Snippet The article presents the description of an image processing algorithm that attempts to estimate the fragmentation size distribution of ore. An introduction to...
SourceID ieee
SourceType Publisher
StartPage 505
SubjectTerms Belts
Cameras
CLAHE
fragmentation size distribution
Histograms
image processing
Image reconstruction
line-scan camera
mining
Ores
Rocks
Title Image Processing Algorithm for the Assessment of the Ore Fragmentation Size Distribution
URI https://ieeexplore.ieee.org/document/8869462
WOSCitedRecordID wos000556596600065&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NSwMxEB1q8eBJpRW_ycGjazdusrs5Fm3RSy1YobeSbCa1YHdLbT34652kS4vgxVsysCxMwsybzLwZgJuUW4Ih2kRWOh0JT5PJNQUrznFtuRMUc9gwbCIbDPLxWA0bcLvlwiBiKD7DO78MuXxbFWv_VNbJ81QJb3D3sizbcLV27ymExVWi6sQl7Tq9Ub_ra7f8ZQjf_RqgEvxH__B_fz6C9o6Ix4ZbF3MMDSxbMH6ekxFgdYk_yVn3Y1pRkP8-ZwRBGUE61t023GSVC5KXJTJCqdN5TTYq2evsG9mjb5xbz7xqw1u_N3p4iuoBCdHsPk5WUcFtrLWyWnGkZWwl-ojPpD7bqYxNheNGoJZIbp2TicVMoYsLk0prhLbJCTTLqsRTYCaXmElFAEXEgsdWmyLR0qODRGiChGfQ8lqZLDY9MCa1Qs7_Fl_AgVf8phbrEpqr5RqvYL_4Ws0-l9fh4H4A6eabZA
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NSwMxEB1KFfSk0orf5uDRtRs32W6ORVss1lqwQm8l2czWgt2V2nrw1ztJlxbBi7dkYDeQhJk3mXkzAFcxtwRDtAmszHQgHE0m0eSsZBnXlmeCfA7rm000-_1kNFKDClyvuTCI6JPP8MYNfSzfFunSPZU1kiRWwincLSnoLyu21uZFhdC4ilQZuqRZoz3stFz2lrsO_stfLVS8Bens_W_tfahvqHhssDYyB1DBvAaj7ozUACuT_EnOWu-Tgtz8txkjEMoI1LHWuuQmKzIveZ4jI5w6mZV0o5y9TL-R3bvSuWXXqzq8dtrDu4egbJEQTG_DaBGk3IZaK6sVRxqGVqLz-Uzs4p3K2Fhk3AjUEsmwc1Ky2FSYhamJpTVC2-gQqnmR4xEwk0hsSkUQRYSCh1abNNLS4YNIaAKFx1BzuzL-WFXBGJcbcvK3-BJ2HoZPvXGv2388hV13CKvMrDOoLuZLPIft9Gsx_Zxf-EP8AS2Cnqs
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=Proceedings+%28IEEE+International+Conference+on+Emerging+Technologies+and+Factory+Automation%29&rft.atitle=Image+Processing+Algorithm+for+the+Assessment+of+the+Ore+Fragmentation+Size+Distribution&rft.au=Firla%2C+Marcin&rft.au=Lipnicki%2C+Piotr&rft.au=Lewandowski%2C+Daniel&rft.date=2019-09-01&rft.pub=IEEE&rft.eissn=1946-0759&rft.spage=505&rft.epage=512&rft_id=info:doi/10.1109%2FETFA.2019.8869462&rft.externalDocID=8869462