{"id":"https://openalex.org/W2907630162","doi":"https://doi.org/10.1109/asscc.2018.8579337","title":"Hardware Architecture for Fast General Object Detection using Aggregated Channel Features","display_name":"Hardware Architecture for Fast General Object Detection using Aggregated Channel Features","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2907630162","doi":"https://doi.org/10.1109/asscc.2018.8579337","mag":"2907630162"},"language":"en","primary_location":{"id":"doi:10.1109/asscc.2018.8579337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asscc.2018.8579337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Asian Solid-State Circuits Conference (A-SSCC)","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/A5013798441","display_name":"Koichi Mitsunari","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koichi Mitsunari","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056280822","display_name":"Jaehoon Yu","orcid":"https://orcid.org/0000-0001-6639-7694"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jaehoon Yu","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002405139","display_name":"Masanori Hashimoto","orcid":"https://orcid.org/0000-0002-0377-2108"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masanori Hashimoto","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994000196456909,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994000196456909,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.812057614326477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7719810009002686},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6457977294921875},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6427465677261353},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.5385445356369019},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.5073677897453308},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4523738622665405},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4391905963420868},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.42699697613716125},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.41569966077804565},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36460059881210327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27883750200271606},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.19913655519485474},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.1615917682647705},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1110350489616394}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.812057614326477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7719810009002686},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6457977294921875},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6427465677261353},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.5385445356369019},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5073677897453308},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4523738622665405},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4391905963420868},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.42699697613716125},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.41569966077804565},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36460059881210327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27883750200271606},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.19913655519485474},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.1615917682647705},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1110350489616394},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/asscc.2018.8579337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asscc.2018.8579337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Asian Solid-State Circuits Conference (A-SSCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2125556102","https://openalex.org/W2136724559","https://openalex.org/W2161969291","https://openalex.org/W2257868038","https://openalex.org/W2562901970","https://openalex.org/W2582903495","https://openalex.org/W2597692291","https://openalex.org/W2888968077","https://openalex.org/W2899510677"],"related_works":["https://openalex.org/W2518118925","https://openalex.org/W3159273459","https://openalex.org/W4383503138","https://openalex.org/W2281932057","https://openalex.org/W3131592046","https://openalex.org/W3214999411","https://openalex.org/W4391536292","https://openalex.org/W3170442433","https://openalex.org/W2010977501","https://openalex.org/W3012294693"],"abstract_inverted_index":{"For":[0],"embedded":[1,22],"system":[2],"applications,":[3],"high":[4],"detection":[5,9,28],"accuracy":[6],"and":[7,46,50,56,79],"fast":[8],"must":[10],"be":[11],"achieved":[12],"within":[13],"a":[14],"limited":[15],"power":[16],"budget.":[17],"This":[18],"paper":[19],"proposes":[20],"an":[21],"system-oriented":[23],"hardware":[24,39],"accelerator":[25,36,68],"for":[26,42,75,86],"object":[27],"with":[29],"aggregated":[30],"channel":[31],"features":[32],"(ACF).":[33],"The":[34],"proposed":[35,67],"consists":[37],"of":[38],"architectures":[40],"dedicated":[41],"HOG":[43],"features,":[44],"quantization,":[45],"boosted":[47],"decision":[48],"trees,":[49],"they":[51],"contribute":[52],"to":[53],"2006X":[54],"speed-up":[55],"601X":[57],"memory":[58],"reduction.":[59],"Our":[60],"FPGA":[61],"implementation":[62],"result":[63],"shows":[64],"that":[65],"the":[66],"can":[69],"detect":[70],"pedestrians":[71],"at":[72,83],"170":[73],"fps":[74,85],"Full":[76,87],"HD":[77,88],"images,":[78],"6-class":[80],"traffic":[81],"objects":[82],"78":[84],"images.":[89]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
