{"id":"https://openalex.org/W2783975432","doi":"https://doi.org/10.1145/3167486.3167550","title":"Statistical approach for Segmentation of satellite image with Markov random field Model","display_name":"Statistical approach for Segmentation of satellite image with Markov random field Model","publication_year":2017,"publication_date":"2017-11-14","ids":{"openalex":"https://openalex.org/W2783975432","doi":"https://doi.org/10.1145/3167486.3167550","mag":"2783975432"},"language":"en","primary_location":{"id":"doi:10.1145/3167486.3167550","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167486.3167550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing and Wireless Communication Systems","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/A5076868610","display_name":"Jamal Bouchti","orcid":"https://orcid.org/0000-0002-7489-724X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jamal Bouchti","raw_affiliation_strings":["Optique and Photonic Team, M'hannech II, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optique and Photonic Team, M'hannech II, Tetuan, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044588331","display_name":"Adel Asselman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adel Asselman","raw_affiliation_strings":["Optique and Photonic Team, M'hannech II, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optique and Photonic Team, M'hannech II, Tetuan, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106083961","display_name":"Abdellah El Hajjaji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdellah El Hajjaji","raw_affiliation_strings":["Systems of communications and Detection Laboratory, M'hannech II, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems of communications and Detection Laboratory, M'hannech II, Tetuan, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0796,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42141596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.7295634150505066},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7009450197219849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6264888644218445},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5804799795150757},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5284770727157593},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5236377716064453},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5165030360221863},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5127395391464233},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.49243173003196716},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4870891571044922},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.4846389889717102},{"id":"https://openalex.org/keywords/desertification","display_name":"Desertification","score":0.46532294154167175},{"id":"https://openalex.org/keywords/random-field","display_name":"Random field","score":0.4588582515716553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4272986948490143},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3452650308609009},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23777467012405396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19587409496307373},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12915387749671936},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10034185647964478}],"concepts":[{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.7295634150505066},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7009450197219849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6264888644218445},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5804799795150757},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5284770727157593},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5236377716064453},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5165030360221863},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5127395391464233},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.49243173003196716},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4870891571044922},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.4846389889717102},{"id":"https://openalex.org/C33559203","wikidata":"https://www.wikidata.org/wiki/Q183481","display_name":"Desertification","level":2,"score":0.46532294154167175},{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.4588582515716553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4272986948490143},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3452650308609009},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23777467012405396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19587409496307373},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12915387749671936},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10034185647964478},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3167486.3167550","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167486.3167550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing and Wireless Communication Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W389379704","https://openalex.org/W1560818931","https://openalex.org/W2020999234","https://openalex.org/W2050118268","https://openalex.org/W2101744728","https://openalex.org/W2102593897","https://openalex.org/W2152632881","https://openalex.org/W2168740054","https://openalex.org/W2259222853","https://openalex.org/W3132670815"],"related_works":["https://openalex.org/W3104235236","https://openalex.org/W4287600708","https://openalex.org/W3207762859","https://openalex.org/W2804912081","https://openalex.org/W4233015508","https://openalex.org/W987019958","https://openalex.org/W2030382593","https://openalex.org/W1983122994","https://openalex.org/W2078379274","https://openalex.org/W2033503400"],"abstract_inverted_index":{"Satellite":[0],"imagery":[1],"is":[2],"one":[3],"of":[4,15,19,37,46],"the":[5,16,20,44,52],"wide":[6],"areas":[7,50],"in":[8,31,48],"segmentation.":[9],"They":[10],"are":[11],"used":[12],"for":[13],"Analysis":[14],"different":[17],"elements":[18],"landscapes":[21],"such":[22],"as":[23,41,43],"cropland,":[24],"bare":[25],"land,":[26],"forests,":[27],"flooded":[28],"areas,":[29],"assists":[30],"vegetation,":[32],"disease":[33],"detection,":[34],"facilitates":[35],"monitoring":[36],"deforestation":[38],"and":[39,70],"desertification,":[40],"well":[42],"evolution":[45],"infrastructure":[47],"inhabited":[49],"or":[51],"sea":[53],"ice.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58,73],"propose":[59],"an":[60,80],"image":[61],"segmentation":[62],"method":[63],"based":[64],"on":[65],"Markov":[66],"random":[67],"field":[68],"model":[69],"Gibbs":[71],"distributions,":[72],"introduce":[74],"iterative":[75],"algorithm":[76],"process":[77],"to":[78],"minimize":[79],"energy":[81],"function.":[82]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}