{"id":"https://openalex.org/W2071762695","doi":"https://doi.org/10.1109/icip.2014.7025985","title":"Image processing for materials characterization: Issues, challenges and opportunities","display_name":"Image processing for materials characterization: Issues, challenges and opportunities","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2071762695","doi":"https://doi.org/10.1109/icip.2014.7025985","mag":"2071762695"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2014.7025985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005435241","display_name":"Laurent Duval","orcid":"https://orcid.org/0000-0002-7732-4666"},"institutions":[{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]},{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"L. Duval","raw_affiliation_strings":["Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France","Universite Paris-Est LIGM, ESIEE, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"Universite Paris-Est LIGM, ESIEE, Paris, France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002660690","display_name":"Maxime Moreaud","orcid":"https://orcid.org/0000-0002-4908-401X"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Moreaud","raw_affiliation_strings":["Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004095177","display_name":"Camille Couprie","orcid":null},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Couprie","raw_affiliation_strings":["Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comp Science and Applied Mathematics Dept., IFP Energies nouvelles Technology, France","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080230535","display_name":"Dominique Jeulin","orcid":"https://orcid.org/0000-0001-6423-6926"},"institutions":[{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Jeulin","raw_affiliation_strings":["MINES Paris Tech., PSL Research Centre de Morphologie Math\u00e9rnatique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MINES Paris Tech., PSL Research Centre de Morphologie Math\u00e9rnatique, France","institution_ids":["https://openalex.org/I70768539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002452272","display_name":"Hugues Talbot","orcid":"https://orcid.org/0000-0002-2179-3498"},"institutions":[{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Talbot","raw_affiliation_strings":["Universite Paris-Est LIGM, ESIEE, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Paris-Est LIGM, ESIEE, Paris, France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067475182","display_name":"Jes\u00fas Angulo","orcid":"https://orcid.org/0000-0001-7250-5639"},"institutions":[{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Angulo","raw_affiliation_strings":["MINES Paris Tech., PSL Research Centre de Morphologie Math\u00e9rnatique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MINES Paris Tech., PSL Research Centre de Morphologie Math\u00e9rnatique, France","institution_ids":["https://openalex.org/I70768539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7266,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.92555332,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4862","last_page":"4866"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12039","display_name":"Electron and X-Ray Spectroscopy Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12039","display_name":"Electron and X-Ray Spectroscopy Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6363875269889832},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5656582117080688},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5627505779266357},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.5422713160514832},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5229871273040771},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44217047095298767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4129836857318878},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3549674153327942},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24074095487594604},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.18698546290397644},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.18197238445281982}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6363875269889832},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5656582117080688},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5627505779266357},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.5422713160514832},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5229871273040771},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44217047095298767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4129836857318878},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3549674153327942},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24074095487594604},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.18698546290397644},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.18197238445281982}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2014.7025985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.664.5136","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.664.5136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://laurent-duval.eu/Articles/Duval_L_2014_p-icip_image_pmcico-image-processing-materials-characterization.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W151895561","https://openalex.org/W184107537","https://openalex.org/W247491955","https://openalex.org/W567999022","https://openalex.org/W571250184","https://openalex.org/W587137799","https://openalex.org/W603092746","https://openalex.org/W651832393","https://openalex.org/W655398302","https://openalex.org/W1493250972","https://openalex.org/W1519847288","https://openalex.org/W1523554224","https://openalex.org/W1527622566","https://openalex.org/W1533131722","https://openalex.org/W1533336246","https://openalex.org/W1549438340","https://openalex.org/W1580101844","https://openalex.org/W1596164007","https://openalex.org/W1942284658","https://openalex.org/W1968982346","https://openalex.org/W1978614912","https://openalex.org/W2013806453","https://openalex.org/W2014935324","https://openalex.org/W2033685424","https://openalex.org/W2038883910","https://openalex.org/W2045305845","https://openalex.org/W2065390904","https://openalex.org/W2075509377","https://openalex.org/W2076703865","https://openalex.org/W2081887802","https://openalex.org/W2094492907","https://openalex.org/W2095490164","https://openalex.org/W2099244020","https://openalex.org/W2109517492","https://openalex.org/W2112058288","https://openalex.org/W2123306226","https://openalex.org/W2125614842","https://openalex.org/W2127007253","https://openalex.org/W2132142633","https://openalex.org/W2143304716","https://openalex.org/W2149471024","https://openalex.org/W2154506045","https://openalex.org/W2158618696","https://openalex.org/W2164140551","https://openalex.org/W2164950955","https://openalex.org/W2165752523","https://openalex.org/W2169628755","https://openalex.org/W2171147867","https://openalex.org/W2335978406","https://openalex.org/W2366923051","https://openalex.org/W2468238096","https://openalex.org/W2504619654","https://openalex.org/W2764070771","https://openalex.org/W2795097639","https://openalex.org/W2798501834","https://openalex.org/W3140579943","https://openalex.org/W3142206106","https://openalex.org/W3145064205","https://openalex.org/W4236053780","https://openalex.org/W4249564760","https://openalex.org/W4295332281","https://openalex.org/W6606194389","https://openalex.org/W6669434720","https://openalex.org/W6676406579"],"related_works":["https://openalex.org/W3107994849","https://openalex.org/W4247143848","https://openalex.org/W2009883749","https://openalex.org/W2735573198","https://openalex.org/W29442446","https://openalex.org/W330727063","https://openalex.org/W2896904446","https://openalex.org/W1483407203","https://openalex.org/W4206825956","https://openalex.org/W1522196789"],"abstract_inverted_index":{"This":[0,65],"introductory":[1],"paper":[2,66],"aims":[3],"at":[4],"summarizing":[5],"some":[6],"problems":[7],"and":[8,18,52,62,75,91,97,110],"state-of-the-art":[9],"techniques":[10,71],"encountered":[11],"in":[12,112],"image":[13,36],"processing":[14],"for":[15,23],"material":[16,53],"analysis":[17,46],"design.":[19],"Developing":[20],"generic":[21],"methods":[22],"this":[24,81],"purpose":[25],"is":[26],"a":[27],"complex":[28],"task":[29],"given":[30],"the":[31,34,107],"variability":[32],"of":[33,70,83],"different":[35],"acquisition":[37],"modalities":[38],"(optical,":[39],"scanning":[40],"or":[41],"transmission":[42],"electron":[43,48],"microscopy;":[44],"surface":[45],"instrumentation,":[47],"tomography,":[49],"micro-tomography":[50],"...),":[51],"composition":[54],"(porous,":[55],"fibrous,":[56],"granular,":[57],"hard":[58],"materials,":[59],"membranes,":[60],"surfaces":[61],"interfaces":[63],"...).":[64],"presents":[67],"an":[68],"overview":[69],"that":[72],"have":[73],"been":[74],"are":[76],"currently":[77],"developed":[78],"to":[79,105],"address":[80],"diversity":[82],"problems,":[84],"such":[85],"as":[86],"segmentation,":[87],"texture":[88],"analysis,":[89],"multiscale":[90],"directional":[92],"features":[93],"extraction,":[94],"stochastic":[95],"models":[96],"rendering,":[98],"among":[99],"others.":[100],"Finally,":[101],"it":[102],"provides":[103],"references":[104],"enter":[106],"issues,":[108],"challenges":[109],"opportunities":[111],"materials":[113],"characterization.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
