{"id":"https://openalex.org/W4408160968","doi":"https://doi.org/10.1007/s42044-025-00242-y","title":"From image classification to segmentation: a comprehensive empirical review","display_name":"From image classification to segmentation: a comprehensive empirical review","publication_year":2025,"publication_date":"2025-03-05","ids":{"openalex":"https://openalex.org/W4408160968","doi":"https://doi.org/10.1007/s42044-025-00242-y"},"language":"en","primary_location":{"id":"doi:10.1007/s42044-025-00242-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00242-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iran Journal of Computer Science","raw_type":"journal-article"},"type":"article","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/A5116503569","display_name":"Ruksana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ruksana","raw_affiliation_strings":["Bangladesh University of Business and Technology, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092162515","display_name":"Jamin Rahman Jim","orcid":null},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]},{"id":"https://openalex.org/I2800195862","display_name":"Bangladesh Centre for Advanced Studies","ror":"https://ror.org/05c3kvr55","country_code":"BD","type":"nonprofit","lineage":["https://openalex.org/I2800195862"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Jamin Rahman Jim","raw_affiliation_strings":["Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","institution_ids":["https://openalex.org/I2800195862"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004111663","display_name":"M. Anwar Hossain","orcid":"https://orcid.org/0000-0002-7673-8410"},"institutions":[{"id":"https://openalex.org/I40515787","display_name":"Bangladesh Open University","ror":"https://ror.org/05s3ca234","country_code":"BD","type":"education","lineage":["https://openalex.org/I40515787"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Jonair Hossain","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh Open University, Gazipur, 1700, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh Open University, Gazipur, 1700, Bangladesh","institution_ids":["https://openalex.org/I40515787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013924717","display_name":"Aritra Das","orcid":"https://orcid.org/0000-0001-7840-5292"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Aritra Das","raw_affiliation_strings":["Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041757523","display_name":"Md. Mohsin Kabir","orcid":"https://orcid.org/0000-0001-9624-5499"},"institutions":[{"id":"https://openalex.org/I2800195862","display_name":"Bangladesh Centre for Advanced Studies","ror":"https://ror.org/05c3kvr55","country_code":"BD","type":"nonprofit","lineage":["https://openalex.org/I2800195862"]},{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Mohsin Kabir","raw_affiliation_strings":["Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","Bangladesh University of Business and Technology, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","institution_ids":["https://openalex.org/I2800195862"]},{"raw_affiliation_string":"Bangladesh University of Business and Technology, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071208302","display_name":"M. F. Mridha","orcid":"https://orcid.org/0000-0001-5738-1631"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]},{"id":"https://openalex.org/I2800195862","display_name":"Bangladesh Centre for Advanced Studies","ror":"https://ror.org/05c3kvr55","country_code":"BD","type":"nonprofit","lineage":["https://openalex.org/I2800195862"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"M. F. Mridha","raw_affiliation_strings":["Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Machine Intelligence Research Lab, Dhaka, 1207, Bangladesh","institution_ids":["https://openalex.org/I2800195862"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, 1229, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071208302"],"corresponding_institution_ids":["https://openalex.org/I103434671","https://openalex.org/I2800195862"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.5314,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5918926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":"2","first_page":"271","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9958000183105469,"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/T14319","display_name":"Currency Recognition and Detection","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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.545123279094696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4929492473602295},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4834800362586975},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.46388134360313416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45280906558036804}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.545123279094696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4929492473602295},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4834800362586975},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.46388134360313416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45280906558036804}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42044-025-00242-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00242-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iran Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2044465660","https://openalex.org/W2194775991","https://openalex.org/W2300242332","https://openalex.org/W2336589871","https://openalex.org/W2592929672","https://openalex.org/W2766448241","https://openalex.org/W2892341857","https://openalex.org/W2928560789","https://openalex.org/W2963061824","https://openalex.org/W2963122961","https://openalex.org/W2963136578","https://openalex.org/W2963163009","https://openalex.org/W2963212638","https://openalex.org/W2963446712","https://openalex.org/W2963727650","https://openalex.org/W2963821229","https://openalex.org/W2963855133","https://openalex.org/W2964081807","https://openalex.org/W2964236304","https://openalex.org/W2964335429","https://openalex.org/W2978005227","https://openalex.org/W2982083293","https://openalex.org/W2987175876","https://openalex.org/W2989221291","https://openalex.org/W2995018284","https://openalex.org/W2999219213","https://openalex.org/W3008515144","https://openalex.org/W3016002067","https://openalex.org/W3016719260","https://openalex.org/W3035087309","https://openalex.org/W3035682985","https://openalex.org/W3095948197","https://openalex.org/W3102669005","https://openalex.org/W3120129399","https://openalex.org/W3124372372","https://openalex.org/W3138516171","https://openalex.org/W3164330620","https://openalex.org/W3172509117","https://openalex.org/W3175515048","https://openalex.org/W3200904534","https://openalex.org/W4283791586","https://openalex.org/W4290935136","https://openalex.org/W4307494192","https://openalex.org/W4312309807","https://openalex.org/W4312443924","https://openalex.org/W4312507538","https://openalex.org/W4312769131","https://openalex.org/W4312820606","https://openalex.org/W4316654951","https://openalex.org/W4317436377","https://openalex.org/W4320491009","https://openalex.org/W4379474850","https://openalex.org/W4385346076","https://openalex.org/W4385815585","https://openalex.org/W4386075553","https://openalex.org/W4386076493","https://openalex.org/W4390874554","https://openalex.org/W4391019749","https://openalex.org/W4400586488","https://openalex.org/W4402961636","https://openalex.org/W4406087917","https://openalex.org/W4409014879","https://openalex.org/W4409559217","https://openalex.org/W6600129504","https://openalex.org/W6600214982","https://openalex.org/W6600680261","https://openalex.org/W6601235158","https://openalex.org/W6601968593","https://openalex.org/W6602226494","https://openalex.org/W6602452458","https://openalex.org/W6604344240","https://openalex.org/W6605755270"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}