{"id":"https://openalex.org/W4214490658","doi":"https://doi.org/10.1109/access.2022.3155652","title":"Scene Graph Generation With Structured Aspect of Segmenting the Big Distributed Clusters","display_name":"Scene Graph Generation With Structured Aspect of Segmenting the Big Distributed Clusters","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4214490658","doi":"https://doi.org/10.1109/access.2022.3155652"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3155652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3155652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09722934.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/9668973/09722934.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062125413","display_name":"Amjad Rehman","orcid":"https://orcid.org/0000-0002-3817-2655"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Amjad Rehman Khan","raw_affiliation_strings":["Artificial Intelligence &#x0026; Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","Artificial Intelligence &#x0026","Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &#x0026; Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]},{"raw_affiliation_string":"Artificial Intelligence &#x0026","institution_ids":[]},{"raw_affiliation_string":"Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002957863","display_name":"Hamza Mukhtar","orcid":"https://orcid.org/0000-0003-0750-3711"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hamza Mukhtar","raw_affiliation_strings":["National Center of Artificial Intelligence, KICS, UET Lahore, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-0750-3711","affiliations":[{"raw_affiliation_string":"National Center of Artificial Intelligence, KICS, UET Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018549351","display_name":"Tanzila Saba","orcid":"https://orcid.org/0000-0003-3138-3801"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tanzila Saba","raw_affiliation_strings":["Artificial Intelligence &#x0026; Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","Artificial Intelligence &#x0026","Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &#x0026; Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]},{"raw_affiliation_string":"Artificial Intelligence &#x0026","institution_ids":[]},{"raw_affiliation_string":"Data Analytics Laboratory, CCIS, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009247537","display_name":"Omer Riaz","orcid":"https://orcid.org/0000-0001-8290-1344"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Omer Riaz","raw_affiliation_strings":["Faculty of Computing, The Islamic University of Bahawalpur, Bahawalpur, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, The Islamic University of Bahawalpur, Bahawalpur, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007976764","display_name":"Muhammad Usman Ghani Khan","orcid":"https://orcid.org/0000-0001-6733-2569"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Usman Ghani Khan","raw_affiliation_strings":["National Center of Artificial Intelligence, KICS, UET Lahore, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center of Artificial Intelligence, KICS, UET Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077942586","display_name":"Saeed Ali Bahaj","orcid":"https://orcid.org/0000-0003-3406-4320"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]},{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saeed Ali Bahaj","raw_affiliation_strings":["College of Business Administration, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business Administration, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572","https://openalex.org/I4210165529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062125413"],"corresponding_institution_ids":["https://openalex.org/I142024983"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.505,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82062849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":null,"first_page":"24264","last_page":"24272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6970239877700806},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.5119501352310181},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49463769793510437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3778471052646637},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2748660445213318},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14922016859054565},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.09530636668205261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970239877700806},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.5119501352310181},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49463769793510437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3778471052646637},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2748660445213318},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14922016859054565},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09530636668205261}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3155652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3155652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09722934.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:35a2c39455fe4050aef53767c8bd6a01","is_oa":true,"landing_page_url":"https://doaj.org/article/35a2c39455fe4050aef53767c8bd6a01","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 10, Pp 24264-24272 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3155652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3155652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09722934.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214490658.pdf","grobid_xml":"https://content.openalex.org/works/W4214490658.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W611457968","https://openalex.org/W639708223","https://openalex.org/W815611303","https://openalex.org/W1563686443","https://openalex.org/W1686810756","https://openalex.org/W1745334888","https://openalex.org/W1836465849","https://openalex.org/W1890253021","https://openalex.org/W2077176783","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2098976163","https://openalex.org/W2117539524","https://openalex.org/W2124666548","https://openalex.org/W2156163116","https://openalex.org/W2161841955","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2297155941","https://openalex.org/W2412887352","https://openalex.org/W2416166220","https://openalex.org/W2418927192","https://openalex.org/W2495597503","https://openalex.org/W2510315489","https://openalex.org/W2519281173","https://openalex.org/W2543665758","https://openalex.org/W2559597482","https://openalex.org/W2578363764","https://openalex.org/W2598990622","https://openalex.org/W2611227133","https://openalex.org/W2625680238","https://openalex.org/W2801799519","https://openalex.org/W2802474463","https://openalex.org/W2883929025","https://openalex.org/W2896107488","https://openalex.org/W2908636425","https://openalex.org/W2912327653","https://openalex.org/W2922128523","https://openalex.org/W2922443868","https://openalex.org/W2940612399","https://openalex.org/W2943994693","https://openalex.org/W2945170981","https://openalex.org/W2963037989","https://openalex.org/W2963353662","https://openalex.org/W2963523428","https://openalex.org/W2963686699","https://openalex.org/W2963754008","https://openalex.org/W2963881378","https://openalex.org/W2964153432","https://openalex.org/W2964350391","https://openalex.org/W3003732786","https://openalex.org/W3018830679","https://openalex.org/W3022518608","https://openalex.org/W3099781968","https://openalex.org/W3161777219","https://openalex.org/W4301329587","https://openalex.org/W6631943919","https://openalex.org/W6633628269","https://openalex.org/W6637242042","https://openalex.org/W6637373629","https://openalex.org/W6638444622","https://openalex.org/W6638667902","https://openalex.org/W6674330103","https://openalex.org/W6681368121","https://openalex.org/W6694212129"],"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/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Accurate":[0],"fruit":[1,12,27,37,80,86,100,112,161,175,212],"counting":[2,19,53,87,95,136,206],"is":[3,29,141,158],"one":[4,77],"of":[5,26,33,45,64,127,137,172,208],"the":[6,34,41,49,118,124,134,197],"significant":[7],"phenotypic":[8],"traits":[9],"for":[10,133,160,196,210],"crucial":[11],"harvesting":[13],"decision":[14],"making.":[15],"Existing":[16],"approaches":[17,69],"perform":[18],"through":[20,143,182],"detection":[21],"or":[22,78],"regression-based":[23,52],"approaches.":[24],"Detection":[25],"instances":[28,65],"very":[30,35],"challenging":[31],"because":[32],"small":[36,119,125],"size":[38,43],"compared":[39],"to":[40,116,179,192],"whole":[42],"image":[44,120],"a":[46,85,144,205],"tree.":[47],"At":[48],"same":[50],"time,":[51],"techniques":[54,216],"contributes":[55],"impressive":[56],"results":[57,61],"but":[58],"presents":[59],"inaccurate":[60],"while":[62,148,186],"number":[63],"increases.":[66],"Moreover,":[67],"most":[68],"lack":[70],"scalability":[71],"and":[72,93,107],"are":[73,114,131,177,190],"applicable":[74],"only":[75],"on":[76,98],"two":[79],"types.":[81],"This":[82],"paper":[83],"proposes":[84],"mechanism":[88],"that":[89,96],"combines":[90],"loose":[91],"segmentation":[92,140],"regression":[94,135,156,198],"works":[97],"six":[99,174],"types:":[101],"Apple,":[102],"Orange,":[103],"Tomato,":[104],"Peach,":[105],"Pomegranate":[106],"Almond.":[108],"Through":[109],"relaxed":[110],"segmentation,":[111,164],"clusters":[113],"segmented":[115],"extract":[117],"regions":[121,130],"which":[122],"contain":[123],"cluster":[126],"fruits.":[128,138],"Extracted":[129],"forwarded":[132],"Relaxed":[139],"achieved":[142],"state-of-the-art":[145],"deconvolutional":[146],"network,":[147],"modified":[149],"Inception":[150],"Residual":[151],"Networks":[152],"(ResNet)":[153],"based":[154],"nonlinear":[155],"module":[157,199],"proposed":[159,202],"counting.":[162],"For":[163],"4,820":[165],"original":[166],"images,":[167,171],"including":[168],"corresponding":[169],"mask":[170],"all":[173],"types":[176,213],"augmented":[178,191],"32,412":[180],"images":[181,194],"different":[183],"augmentation":[184],"techniques,":[185],"21,450":[187],"extracted":[188],"patches":[189],"89,120":[193],"used":[195],"training.":[200],"The":[201],"approach":[203],"attained":[204],"accuracy":[207],"94.71&#x0025;":[209],"individual":[211],"higher":[214],"than":[215],"reported":[217],"in":[218],"literature.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
