{"id":"https://openalex.org/W4206607200","doi":"https://doi.org/10.1109/lgrs.2022.3141465","title":"DARK: Few-Shot Remote-Sensing Colorization Using Label-Conditioned Color Injection","display_name":"DARK: Few-Shot Remote-Sensing Colorization Using Label-Conditioned Color Injection","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4206607200","doi":"https://doi.org/10.1109/lgrs.2022.3141465"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2022.3141465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3141465","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"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 Geoscience and Remote Sensing Letters","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/A5089187689","display_name":"R. P. Jagadeesh Chandra Bose","orcid":"https://orcid.org/0000-0001-6771-5500"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rupak Bose","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0001-6771-5500","affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109536141","display_name":"Anshul Shrivastava","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anshul Shrivastava","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","Centre of Studies in Resources Engineering (CSRE), Indian Institute of Technology Bombay, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), Indian Institute of Technology Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020786167","display_name":"Biplab Banerjee","orcid":"https://orcid.org/0000-0001-8371-8138"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biplab Banerjee","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","Centre of Studies in Resources Engineering (CSRE), Indian Institute of Technology Bombay, India"],"raw_orcid":"https://orcid.org/0000-0001-8371-8138","affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), Indian Institute of Technology Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016405213","display_name":"Subhasis Chaudhuri","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhasis Chaudhuri","raw_affiliation_strings":["Electrical Engineering Department, IIT Bombay, Mumbai, India","Electrical Engineering Department, Indian Institute of Technology Bombay, India"],"raw_orcid":"https://orcid.org/0000-0002-1680-0016","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"Electrical Engineering Department, Indian Institute of Technology Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089187689"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.3391,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60210383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9962999820709229,"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":0.9962999820709229,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9682000279426575,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/computer-science","display_name":"Computer science","score":0.7622997760772705},{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.7617438435554504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7460562586784363},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5656624436378479},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5183464288711548},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.47545167803764343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45082709193229675},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4300695061683655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7622997760772705},{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.7617438435554504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7460562586784363},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5656624436378479},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5183464288711548},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.47545167803764343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45082709193229675},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4300695061683655}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2022.3141465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3141465","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2584890299","https://openalex.org/W2626107033","https://openalex.org/W2741785014","https://openalex.org/W2806262379","https://openalex.org/W2963008638","https://openalex.org/W2963073614","https://openalex.org/W2964194231","https://openalex.org/W2977002487","https://openalex.org/W2981368934","https://openalex.org/W3009525954","https://openalex.org/W3035356612","https://openalex.org/W3036045183","https://openalex.org/W3149558202","https://openalex.org/W3157762795","https://openalex.org/W4385245566","https://openalex.org/W6763509872","https://openalex.org/W6774268083"],"related_works":["https://openalex.org/W2368671946","https://openalex.org/W2385264142","https://openalex.org/W2044102280","https://openalex.org/W2380263558","https://openalex.org/W2992121921","https://openalex.org/W1966079689","https://openalex.org/W2418010961","https://openalex.org/W2108591609","https://openalex.org/W1954408549","https://openalex.org/W2093399080"],"abstract_inverted_index":{"Satellite":[0],"image":[1,96],"colorization":[2,43],"is":[3,128],"a":[4,42,93,104,129,147,162],"broad":[5],"challenging":[6],"problem":[7,20],"in":[8,88,161],"the":[9,26,46,70,77,85,89,100,115,171,189],"domain":[10,91],"of":[11,80,109,197],"remote":[12],"sensing":[13],"(RS)":[14],"having":[15],"huge":[16],"potential":[17],"applications.":[18],"The":[19],"becomes":[21],"even":[22],"more":[23],"complicated":[24],"under":[25],"few-shot":[27],"setting":[28],"yet":[29,158],"it":[30],"has":[31],"barely":[32],"been":[33],"studied":[34],"to":[35],"date.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40,102],"propose":[41],"framework":[44],"for":[45,49,155],"RS":[47],"scene":[48],"synthesizing":[50],"optical":[51,72,90],"images":[52,73,82,199],"from":[53,92],"their":[54],"panchromatic":[55,81],"(PAN)":[56],"counterparts":[57],"using":[58],"color":[59,120,152,163],"injection":[60,121],"and":[61,175,194,200],"attention":[62,142],"fusion":[63,108],"mechanism.":[64],"Our":[65,165],"proposed":[66],"model":[67],"ensures":[68],"that":[69,134],"synthesized":[71],"are":[74],"coherent":[75],"with":[76,119],"structural":[78],"variability":[79],"while":[83,178],"constraining":[84],"realistic":[86],"appearance":[87],"few":[94],"training":[95],"pairs.":[97],"To":[98],"accomplish":[99],"same,":[101],"introduce":[103],"novel":[105],"Dual":[106],"Attention":[107],"Receptive":[110],"Kernels":[111],"(DARK)":[112],"which":[113],"considers":[114],"spatial":[116],"nuances":[117],"along":[118],"conditioned":[122],"on":[123,141,151,170],"prior":[124,148],"label":[125],"allocation.":[126],"DARK":[127],"multi":[130],"spectral-spatial":[131],"feature":[132],"generator":[133],"selectively":[135],"accentuates":[136],"important":[137],"cross-spatial":[138],"features":[139],"based":[140],"fusion.":[143],"We":[144,182],"also":[145],"employ":[146],"distribution":[149],"constraint":[150],"embedding":[153],"generation":[154],"introducing":[156],"vibrant":[157],"diverse":[159],"variance":[160],"generation.":[164],"approach":[166],"achieves":[167],"state-of-the-art":[168],"results":[169,185],"publicly":[172],"available":[173],"EuroSAT":[174],"PatternNet":[176],"datasets":[177],"demonstrating":[179],"significant":[180],"speedups.":[181],"showcase":[183],"our":[184],"quantitatively":[186],"by":[187],"comparing":[188],"PSNR,":[190],"mean":[191],"squared":[192],"error(MSE),":[193],"cosine":[195],"similarity":[196],"generated":[198],"qualitatively":[201],"via":[202],"visual":[203],"perception.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}