{"id":"https://openalex.org/W4392982140","doi":"https://doi.org/10.1109/cvmi59935.2023.10464528","title":"Real-Time Implementation of Modified LD-NET using Docker on NVIDIA Jetson Nano for Image Dehazing Application","display_name":"Real-Time Implementation of Modified LD-NET using Docker on NVIDIA Jetson Nano for Image Dehazing Application","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4392982140","doi":"https://doi.org/10.1109/cvmi59935.2023.10464528"},"language":"en","primary_location":{"id":"doi:10.1109/cvmi59935.2023.10464528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi59935.2023.10464528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","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/A5094198882","display_name":"Rama Sukanya Adari","orcid":null},"institutions":[{"id":"https://openalex.org/I247375439","display_name":"Adikavi Nannaya University","ror":"https://ror.org/01se2zd78","country_code":"IN","type":"education","lineage":["https://openalex.org/I247375439"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rama Sukanya Adari","raw_affiliation_strings":["Adikavi Nannaya University,Department of Electronics and Communication Engineering,Rajamahendravaram,Andhra Pradesh","Department of Electronics and Communication Engineering, Adikavi Nannaya University, Rajamahendravaram, Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"Adikavi Nannaya University,Department of Electronics and Communication Engineering,Rajamahendravaram,Andhra Pradesh","institution_ids":["https://openalex.org/I247375439"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Adikavi Nannaya University, Rajamahendravaram, Andhra Pradesh","institution_ids":["https://openalex.org/I247375439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094198883","display_name":"SaiKiran Sanjay Mirthipati","orcid":null},"institutions":[{"id":"https://openalex.org/I247375439","display_name":"Adikavi Nannaya University","ror":"https://ror.org/01se2zd78","country_code":"IN","type":"education","lineage":["https://openalex.org/I247375439"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"SaiKiran Sanjay Mirthipati","raw_affiliation_strings":["Adikavi Nannaya University,Department of Electronics and Communication Engineering,Rajamahendravaram,Andhra Pradesh","Department of Electronics and Communication Engineering, Adikavi Nannaya University, Rajamahendravaram, Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"Adikavi Nannaya University,Department of Electronics and Communication Engineering,Rajamahendravaram,Andhra Pradesh","institution_ids":["https://openalex.org/I247375439"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Adikavi Nannaya University, Rajamahendravaram, Andhra Pradesh","institution_ids":["https://openalex.org/I247375439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094198884","display_name":"Naresh Malothu","orcid":"https://orcid.org/0009-0008-3942-566X"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naresh Malothu","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Electronics and Communication Engineering,Telangana,India","Department of Electronics and Communication Engineering, National Institute of Technology Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Electronics and Communication Engineering,Telangana,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020590889","display_name":"Ravi Kumar Jatoth","orcid":"https://orcid.org/0000-0002-7634-6951"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravi Kumar Jatoth","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Electronics and Communication Engineering,Telangana,India","Department of Electronics and Communication Engineering, National Institute of Technology Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Electronics and Communication Engineering,Telangana,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5094198882"],"corresponding_institution_ids":["https://openalex.org/I247375439"],"apc_list":null,"apc_paid":null,"fwci":0.4018,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64906414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9096999764442444,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9096999764442444,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.6963788866996765},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.5756196975708008},{"id":"https://openalex.org/keywords/nano","display_name":"Nano-","score":0.5107345581054688},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4503435790538788},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37966179847717285},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3674866259098053},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3454347252845764},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19975292682647705},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.16290277242660522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963788866996765},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.5756196975708008},{"id":"https://openalex.org/C2780357685","wikidata":"https://www.wikidata.org/wiki/Q154357","display_name":"Nano-","level":2,"score":0.5107345581054688},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4503435790538788},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37966179847717285},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3674866259098053},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3454347252845764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19975292682647705},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.16290277242660522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvmi59935.2023.10464528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi59935.2023.10464528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1622083366","https://openalex.org/W2128254161","https://openalex.org/W2467473805","https://openalex.org/W2914296386","https://openalex.org/W2920968490","https://openalex.org/W2921595853","https://openalex.org/W2963306157","https://openalex.org/W2963637710","https://openalex.org/W2964775615","https://openalex.org/W2996048079","https://openalex.org/W2999087477","https://openalex.org/W3010335025","https://openalex.org/W3038070101","https://openalex.org/W3089728331","https://openalex.org/W3204515269"],"related_works":["https://openalex.org/W2912321008","https://openalex.org/W1998607122","https://openalex.org/W2324368075","https://openalex.org/W2972124131","https://openalex.org/W338149487","https://openalex.org/W2972032537","https://openalex.org/W150363521","https://openalex.org/W3154107650","https://openalex.org/W2613671004","https://openalex.org/W1990735088"],"abstract_inverted_index":{"Over":[0],"the":[1,5,8,23,39,43,80,95,101,121,125,136,140,172,187],"past":[2],"few":[3],"years,":[4],"majority":[6],"of":[7,22,42,64,85],"industrial":[9],"and":[10,78,83,124,139,174,181],"surveillance":[11,28],"sectors":[12],"have":[13,93,160],"observed":[14],"visual":[15,40],"sensor":[16],"networks":[17],"that":[18,134],"record":[19],"various":[20],"images":[21],"surrounding":[24],"environment.":[25],"The":[26,67],"total":[27],"systems":[29],"are":[30],"impacted":[31],"by":[32,71],"contaminated":[33],"suspended":[34],"air":[35],"particles,":[36],"which":[37],"lowers":[38],"quality":[41],"photos":[44],"in":[45,106,128],"stormy":[46],"weather.":[47],"Haze":[48],"can":[49],"interfere":[50],"with":[51],"motion":[52,81],"analysis":[53,63],"algorithms,":[54],"leading":[55],"to":[56,76,118,130,165,190],"inaccurate":[57],"tracking,":[58],"trajectory":[59],"prediction,":[60],"or":[61],"behaviour":[62],"moving":[65],"objects.":[66],"reduced":[68],"visibility":[69],"caused":[70],"hazing":[72],"makes":[73],"it":[74],"difficult":[75],"capture":[77],"analyse":[79],"patterns":[82],"velocities":[84],"objects":[86],"accurately.":[87],"To":[88],"tackle":[89],"these":[90],"challenges,":[91],"we":[92,159],"used":[94],"Light-Dehaze":[96],"Net":[97],"(LD-Net)":[98],"based":[99],"on":[100,149],"Convolutional":[102],"Neural":[103],"Network":[104],"algorithm":[105],"Deep":[107],"Learning.":[108],"Our":[109],"suggested":[110],"LD-Net":[111],"uses":[112],"a":[113,162],"transformed":[114],"atmospheric":[115,126,141],"scattering":[116],"model":[117,148],"jointly":[119],"estimate":[120],"transmission":[122,137],"map":[123,138],"light,":[127],"contrast":[129],"current":[131],"learning-based":[132],"methods":[133],"measure":[135],"light":[142],"separately.":[143],"We":[144],"implemented":[145],"this":[146,166,169],"LD-net":[147],"NVIDIA":[150],"Jetson":[151],"Nano":[152],"for":[153],"real-time":[154],"image":[155],"dehazing":[156],"application.":[157],"Furthermore,":[158],"added":[161],"Docker":[163],"container":[164,170],"implementation,":[167],"where":[168],"encapsulates":[171],"application":[173,189],"all":[175],"its":[176],"dependencies,":[177],"including":[178],"libraries,":[179],"frameworks,":[180],"runtime":[182],"environments.":[183,195],"This":[184],"portability":[185],"allows":[186],"containerized":[188],"run":[191],"consistently":[192],"across":[193],"different":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}