{"id":"https://openalex.org/W4402592734","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674644","title":"Light-Weight Monocular Depth Estimation by Non-Local Decoder-Squeeze-and-Excitation Network","display_name":"Light-Weight Monocular Depth Estimation by Non-Local Decoder-Squeeze-and-Excitation Network","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402592734","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674644"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674644","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5104230965","display_name":"Yz-Heng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yz-Heng Lin","raw_affiliation_strings":["National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073864608","display_name":"Wei-Chung Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Chung Wan","raw_affiliation_strings":["National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113387109","display_name":"Hsiu-Wei Su","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsiu-Wei Su","raw_affiliation_strings":["National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051950995","display_name":"Tsung-Han Tsai","orcid":"https://orcid.org/0000-0001-5083-7851"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Han Tsai","raw_affiliation_strings":["National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. of Electrical Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104230965"],"corresponding_institution_ids":["https://openalex.org/I22265921"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15403201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"105","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9955999851226807,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9955999851226807,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9912999868392944,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.6412510275840759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5793681144714355},{"id":"https://openalex.org/keywords/excitation","display_name":"Excitation","score":0.45279937982559204},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.45042359828948975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33251887559890747},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20834293961524963},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14271527528762817},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11299672722816467}],"concepts":[{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.6412510275840759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793681144714355},{"id":"https://openalex.org/C83581075","wikidata":"https://www.wikidata.org/wiki/Q1361503","display_name":"Excitation","level":2,"score":0.45279937982559204},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.45042359828948975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33251887559890747},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20834293961524963},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14271527528762817},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11299672722816467}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674644","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2963091558","https://openalex.org/W4372346411","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2964314455","https://openalex.org/W4295709067"],"abstract_inverted_index":{"In":[0,27,52],"computer":[1],"vision,":[2],"Monocular":[3],"depth":[4,60,120],"estimation":[5],"is":[6,38,49],"an":[7,23,41],"important":[8],"topic.":[9],"Recently":[10],"the":[11,46,74,77,81,87,112,117],"CNNs":[12],"(Convolutional":[13],"Neural":[14],"Networks)":[15],"based":[16,39],"model":[17],"shows":[18],"a":[19],"reasonable":[20],"result":[21],"from":[22],"end-to-end":[24],"encoder-decoder":[25],"architecture.":[26],"our":[28,98],"prior":[29],"experiment,":[30],"Non-Local":[31],"Decoder-Squeeze-and-Excitation":[32],"(NL-DSE)":[33],"[1]":[34],"was":[35],"proposed.":[36],"NL-DSE":[37],"on":[40,86],"Efficient-Net-B5":[42,67],"encoder":[43,70,113],"network,":[44],"but":[45],"algorithmic":[47],"complexity":[48],"still":[50],"high.":[51],"this":[53],"paper,":[54],"we":[55,65,108],"aim":[56],"to":[57,101,115],"achieve":[58,116],"lightweight":[59,118],"estimation.":[61,121],"To":[62],"accomplish":[63],"this,":[64],"replace":[66],"with":[68],"different":[69],"networks":[71],"and":[72,92,104],"compare":[73],"performance":[75],"of":[76,83],"modules.":[78],"We":[79],"evaluate":[80],"accuracy":[82],"each":[84],"module":[85],"NYU":[88],"Depth":[89],"V2":[90],"dataset":[91],"use":[93],"Nvidia":[94],"AGX":[95],"Xavier":[96],"as":[97,111],"edge":[99],"device":[100],"get":[102],"FLOP":[103],"frame":[105],"rate.":[106],"Finally,":[107],"select":[109],"Efficient-Net-B0":[110],"network":[114],"monocular":[119]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}