{"id":"https://openalex.org/W2087767222","doi":"https://doi.org/10.1145/2541228.2555302","title":"Easy, fast, and energy-efficient object detection on heterogeneous on-chip architectures","display_name":"Easy, fast, and energy-efficient object detection on heterogeneous on-chip architectures","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2087767222","doi":"https://doi.org/10.1145/2541228.2555302","mag":"2087767222"},"language":"en","primary_location":{"id":"doi:10.1145/2541228.2555302","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2541228.2555302","pdf_url":null,"source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Architecture and Code Optimization","raw_type":"journal-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/A5007252881","display_name":"Ehsan Totoni","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Totoni","raw_affiliation_strings":["University of Illinois at Urbana-Champaign","University of Illinois at Urbana Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109080981","display_name":"Mert Dikmen","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mert Dikmen","raw_affiliation_strings":["University of Illinois at Urbana-Champaign","University of Illinois at Urbana Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110864141","display_name":"Mar\u00eda Jes\u00fas Garzar\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Jes\u00fas Garzar\u00e1n","raw_affiliation_strings":["University of Illinois at Urbana-Champaign","University of Illinois at Urbana Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.9039,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88138345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"4","first_page":"1","last_page":"25"},"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.9160265922546387},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6349388360977173},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5800105929374695},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5571458339691162},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5083679556846619},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.48812994360923767},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.47972503304481506},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46550729870796204},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.43640458583831787},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4325387477874756},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4016092121601105},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3959924578666687},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3943433165550232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28755852580070496},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.14952224493026733},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12435141205787659}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9160265922546387},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6349388360977173},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5800105929374695},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5571458339691162},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5083679556846619},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.48812994360923767},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47972503304481506},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46550729870796204},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.43640458583831787},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4325387477874756},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4016092121601105},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3959924578666687},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3943433165550232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28755852580070496},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.14952224493026733},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12435141205787659},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2541228.2555302","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2541228.2555302","pdf_url":null,"source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Architecture and Code Optimization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G8220290187","display_name":"CSR: Small: Scripting at the Speed of C","funder_award_id":"1319657","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W37847233","https://openalex.org/W76990466","https://openalex.org/W177295656","https://openalex.org/W1537129682","https://openalex.org/W1604621531","https://openalex.org/W1963782977","https://openalex.org/W1974621770","https://openalex.org/W1976534780","https://openalex.org/W1977661221","https://openalex.org/W1985185733","https://openalex.org/W1993508117","https://openalex.org/W1998525920","https://openalex.org/W2013156670","https://openalex.org/W2024874287","https://openalex.org/W2026929743","https://openalex.org/W2031454541","https://openalex.org/W2070525241","https://openalex.org/W2073789495","https://openalex.org/W2092167875","https://openalex.org/W2095995766","https://openalex.org/W2102298614","https://openalex.org/W2106255337","https://openalex.org/W2113558024","https://openalex.org/W2121893797","https://openalex.org/W2122297544","https://openalex.org/W2125277152","https://openalex.org/W2130248677","https://openalex.org/W2131077877","https://openalex.org/W2134776967","https://openalex.org/W2138547938","https://openalex.org/W2139212933","https://openalex.org/W2140130374","https://openalex.org/W2142252055","https://openalex.org/W2142299364","https://openalex.org/W2142679357","https://openalex.org/W2149743155","https://openalex.org/W2150476673","https://openalex.org/W2155503253","https://openalex.org/W2158335989","https://openalex.org/W2159153788","https://openalex.org/W2159481344","https://openalex.org/W2162530779","https://openalex.org/W2165039583","https://openalex.org/W2166160268","https://openalex.org/W2167639788","https://openalex.org/W2168239064","https://openalex.org/W2168356304","https://openalex.org/W2203203427","https://openalex.org/W2271683078","https://openalex.org/W2290890850","https://openalex.org/W2498108729","https://openalex.org/W2739698496","https://openalex.org/W2971913558","https://openalex.org/W3193477162","https://openalex.org/W3210232381","https://openalex.org/W4245987756","https://openalex.org/W4252742548","https://openalex.org/W6635904553","https://openalex.org/W6694351997"],"related_works":["https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W2742145873","https://openalex.org/W4245975140","https://openalex.org/W1977763331","https://openalex.org/W2062253548","https://openalex.org/W4225414539","https://openalex.org/W4289522463","https://openalex.org/W4318483369","https://openalex.org/W2076165488"],"abstract_inverted_index":{"We":[0,36,67],"optimize":[1],"a":[2,18],"visual":[3],"object":[4,84],"detection":[5,85],"application":[6,80],"(that":[7],"uses":[8],"Vision":[9],"Video":[10],"Library":[11],"kernels)":[12],"and":[13,41,52,62],"show":[14,42,69],"that":[15,22,43],"OpenCL":[16],"is":[17],"unified":[19],"programming":[20],"paradigm":[21],"can":[23,56,81],"provide":[24,57],"high":[25],"performance":[26,61],"when":[27],"running":[28,44],"on":[29],"the":[30,50],"Ivy":[31],"Bridge":[32],"heterogeneous":[33],"on-chip":[34],"architecture.":[35],"evaluate":[37],"different":[38],"mapping":[39],"techniques":[40],"each":[45],"kernel":[46],"where":[47],"it":[48],"fits":[49],"best":[51],"using":[53],"software":[54],"pipelining":[55],"1.91":[58],"times":[59],"higher":[60],"42%":[63],"better":[64],"energy":[65,75],"efficiency.":[66],"also":[68],"how":[70],"to":[71],"trade":[72],"accuracy":[73],"for":[74],"at":[76,86],"runtime.":[77],"Overall,":[78],"our":[79],"perform":[82],"accurate":[83],"40":[87],"frames":[88],"per":[89],"second":[90],"(fps)":[91],"in":[92],"an":[93],"energy-efficient":[94],"manner.":[95]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
