{"id":"https://openalex.org/W7129337878","doi":"https://doi.org/10.1109/icipw68931.2025.11385868","title":"Intermediate Features And View-Specific Embeddings For Robust Re-Identification Of Urban Infrastructure Elements","display_name":"Intermediate Features And View-Specific Embeddings For Robust Re-Identification Of Urban Infrastructure Elements","publication_year":2025,"publication_date":"2025-09-14","ids":{"openalex":"https://openalex.org/W7129337878","doi":"https://doi.org/10.1109/icipw68931.2025.11385868"},"language":"en","primary_location":{"id":"doi:10.1109/icipw68931.2025.11385868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icipw68931.2025.11385868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Image Processing Workshops (ICIPW)","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/A5081443801","display_name":"Andreas Specker","orcid":"https://orcid.org/0009-0001-2391-3326"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andreas Specker","raw_affiliation_strings":["Fraunhofer Center for Machine Learning,Fraunhofer IOSB,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning,Fraunhofer IOSB,Karlsruhe,Germany","institution_ids":["https://openalex.org/I4210111500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081443801"],"corresponding_institution_ids":["https://openalex.org/I4210111500"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75149589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.7742000222206116,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.7742000222206116,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.048900000751018524,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.0406000018119812,"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/exploit","display_name":"Exploit","score":0.7929999828338623},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7378000020980835},{"id":"https://openalex.org/keywords/urban-infrastructure","display_name":"Urban infrastructure","score":0.4810999929904938},{"id":"https://openalex.org/keywords/critical-infrastructure","display_name":"Critical infrastructure","score":0.4505000114440918},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.3447999954223633},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.32710000872612}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7929999828338623},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7378000020980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014000177383423},{"id":"https://openalex.org/C2989523885","wikidata":"https://www.wikidata.org/wiki/Q121359","display_name":"Urban infrastructure","level":3,"score":0.4810999929904938},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.4505000114440918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3506999909877777},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.3447999954223633},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.32710000872612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.321399986743927},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3190000057220459},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.290800005197525},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.28540000319480896},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2736999988555908}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icipw68931.2025.11385868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icipw68931.2025.11385868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Image Processing Workshops (ICIPW)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/508722","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/508722","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5592623353004456,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2584637367","https://openalex.org/W2963322158","https://openalex.org/W2967515867","https://openalex.org/W3034303554","https://openalex.org/W3035690145","https://openalex.org/W3156013402","https://openalex.org/W4214736485","https://openalex.org/W4386076618","https://openalex.org/W4390874178","https://openalex.org/W4394625655","https://openalex.org/W4402727568","https://openalex.org/W4402915788"],"related_works":[],"abstract_inverted_index":{"Waste":[0],"management":[1],"and":[2,23,36,71,90,123],"maintenance":[3],"of":[4,99,121],"urban":[5],"infrastructure":[6,66],"are":[7],"central":[8],"challenge":[9],"for":[10],"modern":[11],"smart":[12],"cities.":[13],"Image-based":[14],"re-identification":[15,32,55],"systems":[16],"can":[17],"help":[18],"to":[19,24,57,82,104,107],"automate":[20],"condition":[21],"monitoring":[22],"build":[25],"intelligent":[26],"solutions.":[27],"However,":[28],"most":[29],"existing":[30],"image-based":[31],"research":[33],"targets":[34],"persons":[35],"vehicles,":[37],"leaving":[38],"other":[39],"objects":[40],"such":[41],"as":[42],"urbane":[43],"elements":[44,67],"largely":[45],"unexplored.":[46],"To":[47],"close":[48],"this":[49],"gap,":[50],"we":[51],"adapt":[52],"a":[53,112,119],"state-of-the-art":[54],"model":[56,76],"the":[58,97,127],"Urban":[59],"Elements":[60],"ReID":[61],"Challenge":[62],"2025,":[63],"which":[64],"encompasses":[65],"like":[68],"containers,":[69],"crosswalks,":[70],"rubbish":[72],"bins.":[73],"The":[74],"introduced":[75],"(i)":[77],"fuses":[78],"intermediate":[79],"backbone":[80],"features":[81],"enrich":[83],"global":[84],"embeddings":[85,94],"with":[86,111],"fine-grained,":[87],"low-level":[88],"cues,":[89],"(ii)":[91],"incorporates":[92],"view-specific":[93],"that":[95],"exploit":[96],"direction":[98],"travel":[100],"during":[101],"image":[102],"recording":[103],"enhance":[105],"robustness":[106],"viewpoint":[108],"changes.":[109],"Combined":[110],"post-hoc":[113],"re-ranking":[114],"method,":[115],"our":[116],"system":[117],"achieves":[118],"mAP":[120],"28.1%":[122],"ranks":[124],"second":[125],"on":[126],"public":[128],"leaderboard.":[129]},"counts_by_year":[],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2026-02-18T00:00:00"}
