{"id":"https://openalex.org/W4386597092","doi":"https://doi.org/10.1109/icip49359.2023.10223102","title":"Improving Translation Invariance in Convolutional Neural Networks with Peripheral Prediction Padding","display_name":"Improving Translation Invariance in Convolutional Neural Networks with Peripheral Prediction Padding","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386597092","doi":"https://doi.org/10.1109/icip49359.2023.10223102"},"language":"en","primary_location":{"id":"doi:10.1109/icip49359.2023.10223102","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip49359.2023.10223102","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 Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5041226648","display_name":"Kensuke Mukai","orcid":null},"institutions":[{"id":"https://openalex.org/I42999171","display_name":"Sophia University","ror":"https://ror.org/01nckkm68","country_code":"JP","type":"education","lineage":["https://openalex.org/I42999171"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kensuke Mukai","raw_affiliation_strings":["Sophia University,Department of Information and Communication Sciences,Japan","Department of Information and Communication Sciences, Sophia University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sophia University,Department of Information and Communication Sciences,Japan","institution_ids":["https://openalex.org/I42999171"]},{"raw_affiliation_string":"Department of Information and Communication Sciences, Sophia University, Japan","institution_ids":["https://openalex.org/I42999171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101242929","display_name":"Takao Yamanaka","orcid":"https://orcid.org/0000-0001-9028-8244"},"institutions":[{"id":"https://openalex.org/I42999171","display_name":"Sophia University","ror":"https://ror.org/01nckkm68","country_code":"JP","type":"education","lineage":["https://openalex.org/I42999171"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takao Yamanaka","raw_affiliation_strings":["Sophia University,Department of Information and Communication Sciences,Japan","Department of Information and Communication Sciences, Sophia University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sophia University,Department of Information and Communication Sciences,Japan","institution_ids":["https://openalex.org/I42999171"]},{"raw_affiliation_string":"Department of Information and Communication Sciences, Sophia University, Japan","institution_ids":["https://openalex.org/I42999171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I42999171"],"apc_list":null,"apc_paid":null,"fwci":0.1214,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41869307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9933000206947327,"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":0.9726999998092651,"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/padding","display_name":"Padding","score":0.9766145944595337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7929365634918213},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7330935597419739},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6007001996040344},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47182875871658325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4465479850769043},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4124372601509094},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3308253884315491},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11739510297775269}],"concepts":[{"id":"https://openalex.org/C165435473","wikidata":"https://www.wikidata.org/wiki/Q1509884","display_name":"Padding","level":2,"score":0.9766145944595337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7929365634918213},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7330935597419739},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6007001996040344},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47182875871658325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4465479850769043},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4124372601509094},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3308253884315491},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11739510297775269},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip49359.2023.10223102","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip49359.2023.10223102","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 Image Processing (ICIP)","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":31,"referenced_works":["https://openalex.org/W2031489346","https://openalex.org/W2560023338","https://openalex.org/W2737258237","https://openalex.org/W2902451427","https://openalex.org/W2908802752","https://openalex.org/W2924397824","https://openalex.org/W2949846184","https://openalex.org/W2970675500","https://openalex.org/W2979796207","https://openalex.org/W2995059005","https://openalex.org/W3020472769","https://openalex.org/W3035661013","https://openalex.org/W3091346723","https://openalex.org/W3119796455","https://openalex.org/W3120800376","https://openalex.org/W3129012257","https://openalex.org/W3131269199","https://openalex.org/W3177361240","https://openalex.org/W3201887532","https://openalex.org/W4214526027","https://openalex.org/W4281995208","https://openalex.org/W4297095622","https://openalex.org/W4297779827","https://openalex.org/W6729983426","https://openalex.org/W6756709993","https://openalex.org/W6760536013","https://openalex.org/W6771497439","https://openalex.org/W6784424992","https://openalex.org/W6790236297","https://openalex.org/W6790977066","https://openalex.org/W6838452193"],"related_works":["https://openalex.org/W2142641794","https://openalex.org/W2503150695","https://openalex.org/W2946726629","https://openalex.org/W4384947563","https://openalex.org/W4231428344","https://openalex.org/W4322753435","https://openalex.org/W4243974052","https://openalex.org/W4315882065","https://openalex.org/W4244331477","https://openalex.org/W4236539272"],"abstract_inverted_index":{"Zero":[0],"padding":[1,27,48,63],"is":[2,56],"often":[3],"used":[4],"in":[5,109],"convolutional":[6],"neural":[7],"networks":[8],"to":[9,76],"prevent":[10],"the":[11,38,79,83,96,106],"feature":[12],"map":[13],"size":[14],"from":[15],"decreasing":[16],"with":[17,89],"each":[18,67],"layer.":[19],"However,":[20],"recent":[21],"studies":[22],"have":[23],"shown":[24],"that":[25,95],"zero":[26,71],"promotes":[28],"encoding":[29],"of":[30,40,62,70,82],"absolute":[31],"positional":[32],"information,":[33],"which":[34,58],"may":[35],"adversely":[36],"affect":[37],"performance":[39],"some":[41],"tasks.":[42],"In":[43],"this":[44],"work,":[45],"a":[46,110],"novel":[47,74],"method":[49,55,98],"called":[50],"Peripheral":[51],"Prediction":[52],"Padding":[53],"(PP-Pad)":[54],"proposed,":[57],"enables":[59],"end-to-end":[60],"training":[61],"values":[64],"suitable":[65],"for":[66],"task":[68],"instead":[69],"padding.":[72],"Moreover,":[73],"metrics":[75],"quantitatively":[77],"evaluate":[78],"translation":[80,103],"invariance":[81,104],"model":[84],"are":[85],"presented.":[86],"By":[87],"evaluating":[88],"these":[90],"metrics,":[91],"it":[92],"was":[93],"confirmed":[94],"proposed":[97],"achieved":[99],"higher":[100],"accuracy":[101],"and":[102],"than":[105],"previous":[107],"methods":[108],"semantic":[111],"segmentation":[112],"task.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
