{"id":"https://openalex.org/W4403674686","doi":"https://doi.org/10.1109/access.2024.3485089","title":"Geo-Temporal Selective Approach for Dynamic Depth Estimation in Outdoor Object Detection and Distance Measurement","display_name":"Geo-Temporal Selective Approach for Dynamic Depth Estimation in Outdoor Object Detection and Distance Measurement","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403674686","doi":"https://doi.org/10.1109/access.2024.3485089"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3485089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485089","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3485089","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079823516","display_name":"Muhammad Faseeh","orcid":"https://orcid.org/0009-0008-2375-7803"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Faseeh","raw_affiliation_strings":["Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0008-2375-7803","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021853099","display_name":"Misbah Bibi","orcid":null},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Misbah Bibi","raw_affiliation_strings":["Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0006-0959-3852","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008775130","display_name":"Murad Ali Khan","orcid":"https://orcid.org/0009-0005-4865-7065"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Murad Ali Khan","raw_affiliation_strings":["Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-4865-7065","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027095726","display_name":"Atif Rizwan","orcid":"https://orcid.org/0000-0001-6669-8147"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Atif Rizwan","raw_affiliation_strings":["Department of Electronic Engineering, Kyung Hee University, Yongin, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6669-8147","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Kyung Hee University, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024164847","display_name":"Rashid Ahmad","orcid":"https://orcid.org/0000-0001-6922-7412"},"institutions":[{"id":"https://openalex.org/I45998257","display_name":"Sohar University","ror":"https://ror.org/02ftvf862","country_code":"OM","type":"education","lineage":["https://openalex.org/I45998257"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Rashid Ahmad","raw_affiliation_strings":["Faculty of Computing and Information Technology, Sohar University, Sohar, Oman","Department of Computing and IT, Sohar University, Sultanate of Oman"],"raw_orcid":"https://orcid.org/0000-0001-6922-7412","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, Sohar University, Sohar, Oman","institution_ids":["https://openalex.org/I45998257"]},{"raw_affiliation_string":"Department of Computing and IT, Sohar University, Sultanate of Oman","institution_ids":["https://openalex.org/I45998257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113734996","display_name":"Do Hyeun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Do Hyeun Kim","raw_affiliation_strings":["Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3457-2301","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.9547,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95012641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"155522","last_page":"155533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.906000018119812,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.906000018119812,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.630214512348175},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5080442428588867},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.48068198561668396},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46264731884002686},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4465222954750061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4230003356933594},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35486024618148804},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.23043066263198853},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12993019819259644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10290953516960144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.630214512348175},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5080442428588867},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.48068198561668396},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46264731884002686},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4465222954750061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4230003356933594},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35486024618148804},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.23043066263198853},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12993019819259644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10290953516960144},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3485089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485089","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:02b839af5d1d47ea87ae566428af59f8","is_oa":true,"landing_page_url":"https://doaj.org/article/02b839af5d1d47ea87ae566428af59f8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 155522-155533 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3485089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485089","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1803059841","https://openalex.org/W1901129140","https://openalex.org/W1905829557","https://openalex.org/W2074254947","https://openalex.org/W2108598243","https://openalex.org/W2115579991","https://openalex.org/W2143612262","https://openalex.org/W2259424905","https://openalex.org/W2300779272","https://openalex.org/W2336968928","https://openalex.org/W2427448504","https://openalex.org/W2520707372","https://openalex.org/W2554243884","https://openalex.org/W2593414960","https://openalex.org/W2605938684","https://openalex.org/W2609883120","https://openalex.org/W2618530766","https://openalex.org/W2724339714","https://openalex.org/W2765777272","https://openalex.org/W2807829512","https://openalex.org/W2808629189","https://openalex.org/W2830339951","https://openalex.org/W2886322387","https://openalex.org/W2888726060","https://openalex.org/W2905306209","https://openalex.org/W2935854115","https://openalex.org/W2950689937","https://openalex.org/W2962741876","https://openalex.org/W2963045776","https://openalex.org/W2963265330","https://openalex.org/W2963316641","https://openalex.org/W2963446712","https://openalex.org/W2963488291","https://openalex.org/W2963591054","https://openalex.org/W2963654727","https://openalex.org/W2963906250","https://openalex.org/W2964014680","https://openalex.org/W2969202876","https://openalex.org/W2982014906","https://openalex.org/W2985775862","https://openalex.org/W2990946490","https://openalex.org/W3060975791","https://openalex.org/W3110502446","https://openalex.org/W4220899306","https://openalex.org/W4288071427","https://openalex.org/W4293207073","https://openalex.org/W4317915322","https://openalex.org/W4385245566","https://openalex.org/W4386412366","https://openalex.org/W4386697162","https://openalex.org/W4390630220","https://openalex.org/W4399452735","https://openalex.org/W4400073249","https://openalex.org/W4401326305","https://openalex.org/W6628877408","https://openalex.org/W6640212811","https://openalex.org/W6679434410","https://openalex.org/W6685261749","https://openalex.org/W6685670348"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2563559453","https://openalex.org/W2382330008","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Accurate":[0],"depth":[1,30,40,88,135,172],"information":[2,63,146],"is":[3],"crucial":[4],"for":[5,29,79,86,132],"various":[6],"computer":[7],"vision":[8],"applications":[9],"such":[10],"as":[11],"augmented":[12],"reality,":[13],"3D":[14],"modeling,":[15],"and":[16,26,42,157,164],"autonomous":[17],"vehicles.":[18],"Recent":[19],"advancements":[20],"have":[21,128],"significantly":[22],"improved":[23],"both":[24,155],"supervised":[25,55,87],"self-supervised":[27],"methods":[28,78],"estimation.":[31,136],"However,":[32],"most":[33],"current":[34],"approaches":[35],"primarily":[36],"focus":[37],"on":[38],"monocular":[39,133,171],"estimation":[41,89,173],"face":[43],"challenges":[44],"in":[45,57,170],"overcoming":[46],"quality":[47,70],"limitations":[48],"due":[49],"to":[50,144],"the":[51,69],"inherent":[52],"constraints":[53],"of":[54,71,104,120],"learning":[56],"deep":[58,124],"neural":[59,125],"networks.":[60],"Incorporating":[61],"temporal":[62,165],"from":[64,147],"sequential":[65],"frames":[66],"can":[67,100],"enhance":[68],"these":[72],"methods.":[73],"This":[74],"paper":[75],"explores":[76],"innovative":[77],"integrating":[80],"recurrent":[81],"blocks":[82],"into":[83],"existing":[84],"pipelines":[85],"using":[90,140],"convolutional":[91],"long":[92,156],"short-term":[93],"memory":[94],"(convLSTM).":[95],"By":[96],"utilizing":[97],"convLSTM,":[98],"we":[99,112],"capture":[101],"a":[102,114],"wealth":[103],"valuable":[105],"information.":[106],"To":[107],"accurately":[108],"measure":[109],"object":[110,159],"distances,":[111],"employed":[113],"geospatial":[115,163],"approach.":[116],"After":[117],"extensive":[118],"analysis":[119],"training":[121],"methods,":[122],"new":[123],"network":[126],"architectures":[127],"been":[129],"designed":[130],"specifically":[131],"video":[134],"Our":[137],"research":[138],"emphasizes":[139],"an":[141],"attention":[142],"mechanism":[143],"extract":[145],"previous":[148],"frames.":[149],"The":[150],"proposed":[151],"approach":[152],"effectively":[153],"measures":[154],"short-range":[158],"distances":[160],"by":[161],"combining":[162],"mechanisms,":[166],"demonstrating":[167],"superior":[168],"performance":[169],"tasks.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}