{"id":"https://openalex.org/W3138318267","doi":"https://doi.org/10.1007/978-3-030-71711-7_1","title":"Classification and Segmentation Models for Hyperspectral Imaging - An Overview","display_name":"Classification and Segmentation Models for Hyperspectral Imaging - An Overview","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3138318267","doi":"https://doi.org/10.1007/978-3-030-71711-7_1","mag":"3138318267"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-71711-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-71711-7_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5046480954","display_name":"Syed Taimoor Hussain Shah","orcid":"https://orcid.org/0000-0002-6010-6777"},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]},{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Taimoor Hussain Shah","raw_affiliation_strings":["Comsats University, Wah Cantt, Pakistan","Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comsats University, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan","institution_ids":["https://openalex.org/I134276161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081215670","display_name":"Shahzad Ahmad Qureshi","orcid":null},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Shahzad Ahmad Qureshi","raw_affiliation_strings":["Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan","institution_ids":["https://openalex.org/I134276161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033815044","display_name":"Aziz ul Rehman","orcid":"https://orcid.org/0000-0001-8605-5763"},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]},{"id":"https://openalex.org/I76957882","display_name":"Pakistan Institute of Nuclear Science and Technology","ror":"https://ror.org/04bmzpd39","country_code":"PK","type":"facility","lineage":["https://openalex.org/I76957882"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aziz ul Rehman","raw_affiliation_strings":["National Institute of Lasers and Optronics (NILOP) College, PIEAS, Nilore, Islamabad, 45650, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Lasers and Optronics (NILOP) College, PIEAS, Nilore, Islamabad, 45650, Pakistan","institution_ids":["https://openalex.org/I134276161","https://openalex.org/I76957882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051643343","display_name":"Syed Adil Hussain Shah","orcid":"https://orcid.org/0009-0005-2090-1708"},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]},{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Adil Hussain Shah","raw_affiliation_strings":["Comsats University, Wah Cantt, Pakistan","Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comsats University, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Pakistan Institute of Engineering & Applied Sciences (PIEAS), Nilore, Islamabad, 45650, Pakistan","institution_ids":["https://openalex.org/I134276161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066216654","display_name":"Jamal Hussain","orcid":"https://orcid.org/0000-0001-5553-3654"},"institutions":[{"id":"https://openalex.org/I5400463","display_name":"Ghulam Ishaq Khan Institute of Engineering Sciences and Technology","ror":"https://ror.org/01sb6ek09","country_code":"PK","type":"education","lineage":["https://openalex.org/I5400463"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Jamal Hussain","raw_affiliation_strings":["Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Topi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Topi, Pakistan","institution_ids":["https://openalex.org/I5400463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081215670"],"corresponding_institution_ids":["https://openalex.org/I134276161"],"apc_list":null,"apc_paid":null,"fwci":1.4511,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80663373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9671556949615479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6748806834220886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6351357698440552},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5802900195121765},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5788316130638123},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.4805920124053955},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45837855339050293},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.441601037979126},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3521060347557068},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26119911670684814},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1555899679660797}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9671556949615479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6748806834220886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6351357698440552},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5802900195121765},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5788316130638123},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.4805920124053955},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45837855339050293},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.441601037979126},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3521060347557068},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26119911670684814},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1555899679660797},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-71711-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-71711-7_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W657056932","https://openalex.org/W1251273715","https://openalex.org/W1522547150","https://openalex.org/W1532610010","https://openalex.org/W1560724230","https://openalex.org/W1600877088","https://openalex.org/W1948819007","https://openalex.org/W1985996976","https://openalex.org/W1986534176","https://openalex.org/W1988386267","https://openalex.org/W1996554297","https://openalex.org/W1998030734","https://openalex.org/W2001298023","https://openalex.org/W2007969993","https://openalex.org/W2009286595","https://openalex.org/W2010797000","https://openalex.org/W2013482901","https://openalex.org/W2016860790","https://openalex.org/W2028469338","https://openalex.org/W2031132062","https://openalex.org/W2041100636","https://openalex.org/W2055289219","https://openalex.org/W2063907334","https://openalex.org/W2073144795","https://openalex.org/W2073627277","https://openalex.org/W2075844317","https://openalex.org/W2075844424","https://openalex.org/W2076889190","https://openalex.org/W2099165888","https://openalex.org/W2113464037","https://openalex.org/W2114819256","https://openalex.org/W2115451191","https://openalex.org/W2127199143","https://openalex.org/W2131697388","https://openalex.org/W2137009054","https://openalex.org/W2142012908","https://openalex.org/W2146560432","https://openalex.org/W2149771065","https://openalex.org/W2158400785","https://openalex.org/W2187394245","https://openalex.org/W2477229728","https://openalex.org/W2508114009","https://openalex.org/W2607378407","https://openalex.org/W2753901959","https://openalex.org/W2791001776","https://openalex.org/W2921583414","https://openalex.org/W2963504849","https://openalex.org/W3100405753","https://openalex.org/W4248253651"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W4318664220","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2022304901","https://openalex.org/W2018850895","https://openalex.org/W2988577871","https://openalex.org/W1987483041"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}