{"id":"https://openalex.org/W4312771035","doi":"https://doi.org/10.1109/igarss46834.2022.9884330","title":"RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework","display_name":"RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312771035","doi":"https://doi.org/10.1109/igarss46834.2022.9884330"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884330","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5005995845","display_name":"Advait Kumar","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":true,"raw_author_name":"Advait Kumar","raw_affiliation_strings":["Dept. of Electrical Engineering","Indian Institute of Technology Bombay"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering","institution_ids":[]},{"raw_affiliation_string":"Indian Institute of Technology Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029382909","display_name":"Dipesh Tamboli","orcid":"https://orcid.org/0000-0003-2765-5763"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dipesh Tamboli","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009437784","display_name":"Shivam Pande","orcid":"https://orcid.org/0000-0003-2020-9306"},"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":"Shivam Pande","raw_affiliation_strings":["Centre of Studies in Resource Engineering","Indian Institute of Technology Bombay"],"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resource Engineering","institution_ids":[]},{"raw_affiliation_string":"Indian Institute of Technology Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","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 Resource Engineering","Indian Institute of Technology Bombay"],"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resource Engineering","institution_ids":[]},{"raw_affiliation_string":"Indian Institute of Technology Bombay","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005995845"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.1799,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53101383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"143","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9925000071525574,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.9603512287139893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7791351079940796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6419498920440674},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5597737431526184},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5540072321891785},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5457829236984253},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5394054651260376},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5350801348686218},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5241020917892456},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4187554121017456},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10550808906555176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10062268376350403}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.9603512287139893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791351079940796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6419498920440674},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5597737431526184},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5540072321891785},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5457829236984253},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5394054651260376},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5350801348686218},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5241020917892456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4187554121017456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10550808906555176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10062268376350403},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884330","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W2331128040","https://openalex.org/W2430196102","https://openalex.org/W2475287302","https://openalex.org/W2738588019","https://openalex.org/W2775902494","https://openalex.org/W2798122215","https://openalex.org/W2798365772","https://openalex.org/W2884585870","https://openalex.org/W2892964097","https://openalex.org/W2894886653","https://openalex.org/W2907097116","https://openalex.org/W2963073614","https://openalex.org/W2963373786","https://openalex.org/W2992838650","https://openalex.org/W3033956314","https://openalex.org/W3048867850","https://openalex.org/W3105938520","https://openalex.org/W6631190155","https://openalex.org/W6754683619","https://openalex.org/W6764564741","https://openalex.org/W6781957207"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W4242046654","https://openalex.org/W1504109132","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W3174923100","https://openalex.org/W2244018504","https://openalex.org/W4298074124","https://openalex.org/W2003548600"],"abstract_inverted_index":{"We":[0,123],"tackle":[1],"the":[2,8,23,32,42,92,98,108,131,135],"problem":[3],"of":[4,34,72,130],"image":[5,74],"inpainting":[6,25,64],"in":[7],"remote":[9,139],"sensing":[10,13,140],"domain.":[11],"Remote":[12],"images":[14],"possess":[15],"high":[16,37,54,118],"resolution":[17],"and":[18,45,79,100,119,145,149],"geographical":[19],"variations,":[20],"that":[21,66,95],"render":[22],"conventional":[24],"methods":[26],"less":[27],"effective.":[28],"This":[29],"further":[30],"entails":[31],"requirement":[33],"models":[35],"with":[36,117],"complexity":[38],"to":[39],"sufficiently":[40],"capture":[41],"spectral,":[43],"spatial":[44,55,101],"textural":[46],"nuances":[47],"within":[48],"an":[49,73],"image,":[50],"emerging":[51],"from":[52],"its":[53],"variability.":[56],"To":[57,103],"this":[58],"end,":[59],"we":[60],"propose":[61],"a":[62,82],"novel":[63],"method":[65],"individually":[67],"focuses":[68],"on":[69,134,147],"each":[70,87],"aspect":[71],"such":[75],"as":[76],"edges,":[77],"colour":[78],"texture":[80],"using":[81],"task":[83],"specific":[84],"GAN.":[85],"Moreover,":[86],"individual":[88],"GAN":[89],"also":[90],"incorporates":[91],"attention":[93],"mechanism":[94],"explicitly":[96],"extracts":[97],"spectral":[99],"features.":[102,122],"ensure":[104],"consistent":[105],"gradient":[106],"flow,":[107],"model":[109],"uses":[110],"residual":[111],"learning":[112],"paradigm,":[113],"thus":[114],"simultaneously":[115],"working":[116],"low":[120],"level":[121],"evaluate":[124],"our":[125],"model,":[126],"alongwith":[127],"previous":[128],"state":[129],"art":[132],"models,":[133],"two":[136],"well":[137],"known":[138],"datasets,":[141],"Open":[142],"Cities":[143],"AI":[144],"Earth":[146],"Canvas,":[148],"achieve":[150],"competitive":[151],"performance.":[152],"The":[153],"code":[154],"can":[155],"be":[156],"referred":[157],"here:":[158],"https://github.com/advaitkumar3107/RSINet.":[159]},"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"}