{"id":"https://openalex.org/W4416114015","doi":"https://doi.org/10.1109/jstars.2025.3631491","title":"MSSDIBNet: Multiple Spatial\u2013Spectral Dual-Injection Balance Network for Pansharpening","display_name":"MSSDIBNet: Multiple Spatial\u2013Spectral Dual-Injection Balance Network for Pansharpening","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W4416114015","doi":"https://doi.org/10.1109/jstars.2025.3631491"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3631491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3631491","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","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/jstars.2025.3631491","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102629248","display_name":"Qinghao Zhou","orcid":"https://orcid.org/0009-0002-1342-0576"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"QingHao Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0002-1342-0576","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058194445","display_name":"Weisheng Li","orcid":"https://orcid.org/0000-0002-9033-8245"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weisheng Li","raw_affiliation_strings":["Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9033-8245","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084538363","display_name":"Yidong Peng","orcid":"https://orcid.org/0000-0003-3779-0360"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yidong Peng","raw_affiliation_strings":["Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3779-0360","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106561514","display_name":"Xudong Zhi","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Zhi","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41231674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9952999949455261,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9952999949455261,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.0017999999690800905,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subnetwork","display_name":"Subnetwork","score":0.7670000195503235},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6672999858856201},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5149000287055969},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.49390000104904175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45829999446868896},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45590001344680786},{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.4307999908924103},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.35679998993873596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7717999815940857},{"id":"https://openalex.org/C2780186347","wikidata":"https://www.wikidata.org/wiki/Q11414","display_name":"Subnetwork","level":2,"score":0.7670000195503235},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6672999858856201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5669999718666077},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5149000287055969},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.49390000104904175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45829999446868896},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45590001344680786},{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.4307999908924103},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.35679998993873596},{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.3564000129699707},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.2840000092983246},{"id":"https://openalex.org/C78660771","wikidata":"https://www.wikidata.org/wiki/Q5508206","display_name":"Full spectral imaging","level":3,"score":0.2833000123500824},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26570001244544983},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3631491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3631491","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:03399953c08c4f2a993ae72a5b86918f","is_oa":true,"landing_page_url":"https://doaj.org/article/03399953c08c4f2a993ae72a5b86918f","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 19, Pp 1-18 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3631491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3631491","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3453920714","display_name":null,"funder_award_id":"62221005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5755181467","display_name":null,"funder_award_id":"62331008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6747922179","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0436","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G7202444375","display_name":null,"funder_award_id":"62027827","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7341912091","display_name":null,"funder_award_id":"CSTB2023NSCQ-LZX0047","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G753725263","display_name":null,"funder_award_id":"62276040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G764783929","display_name":null,"funder_award_id":"62576061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8940524792","display_name":null,"funder_award_id":"CSTB2024TIAD-KPX0040","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Pansharpening":[0],"aims":[1],"to":[2,26,55,62,185,216,256],"generate":[3],"high-resolution":[4],"multispectral":[5,15,73],"(HRMS)":[6],"images":[7,12],"from":[8],"paired":[9],"panchromatic":[10],"(PAN)":[11],"and":[13,32,68,72,90,157,165,178,188,238,243,249,270],"low-resolution":[14],"(LRMS)":[16],"images.":[17,34],"Some":[18],"deep":[19],"learning":[20],"models":[21,37],"employ":[22],"end-to-end":[23,50],"skip":[24],"connection":[25,52],"learn":[27,217],"the":[28,49,63,92,111,135,144,209,212,222,267,273],"differences":[29,64],"between":[30,70],"HRMS":[31],"LRMS":[33],"Although":[35],"these":[36,225],"achieve":[38],"satisfactory":[39],"pansharpening":[40],"effects,":[41],"their":[42],"spectral":[43,59,66,83,87,130,145,149,205,218],"information":[44,80,88],"processing":[45,176,181,195],"methods":[46],"are":[47],"inadequate,":[48],"residual":[51],"may":[53],"lead":[54],"inaccurate":[56],"propagation":[57],"of":[58,78,94,116,122,211,224,229,272],"information.":[60],"Due":[61],"in":[65],"range":[67],"resolution":[69],"PAN":[71],"(MS)":[74],"images,":[75],"direct":[76],"injection":[77,93,125,171,206,214],"spatial":[79,95,124,136,140,170,190,213,235,246],"can":[81],"introduce":[82],"distortion.":[84],"To":[85,220],"enhance":[86],"fidelity":[89,158],"improve":[91],"detail":[96],"information,":[97,191,230],"we":[98,231],"propose":[99],"a":[100,114,123,174,179],"Multiple":[101],"Spatial-Spectral":[102],"Dual":[103],"Injection":[104],"Balance":[105],"Network":[106],"(MSSDIBNet).":[107],"Leveraging":[108],"iterative":[109],"refinement,":[110],"network":[112,207,215],"performs":[113],"cascade":[115],"dual-injection":[117],"stages.":[118],"Each":[119],"stage":[120],"consists":[121],"subnetwork":[126,137,146,172],"followed":[127],"by":[128],"its":[129],"counterpart.":[131],"Within":[132],"every":[133],"stage,":[134],"first":[138],"enriches":[139],"details;":[141],"immediately":[142],"afterward,":[143],"serially":[147],"corrects":[148],"deviation.":[150],"This":[151],"\u201cenhance-then-correct\u201d":[152],"synergy":[153],"alternately":[154],"refines":[155],"sharpness":[156],"without":[159],"mutual":[160],"interference,":[161],"ensuring":[162],"balanced":[163],"optimization":[164],"substantial":[166],"performance":[167,269],"gains.":[168],"The":[169,193,204],"comprises":[173],"global":[175,187,194],"module":[177,196,237,248,252],"local":[180,189],"module,":[182,242],"each":[183],"designed":[184,245],"process":[186],"respectively.":[192],"is":[197],"effective":[198],"for":[199],"tasks":[200],"involving":[201],"small":[202],"datasets.":[203],"emulates":[208],"structure":[210],"details.":[219],"optimize":[221],"integration":[223],"two":[226],"distinct":[227],"types":[228],"developed":[232],"an":[233],"adaptive":[234,239],"attention":[236,241],"channel":[240,250],"further":[244],"fusion":[247,251],"based":[253],"on":[254,263],"them":[255],"enable":[257],"different":[258],"feature":[259],"integration.":[260],"Extensive":[261],"experiments":[262],"three":[264],"datasets":[265],"demonstrate":[266],"superior":[268],"effectiveness":[271],"proposed":[274],"model.":[275]},"counts_by_year":[],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-11-11T00:00:00"}