https://scholars.lib.ntu.edu.tw/handle/123456789/358152
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chen, T.-W. | en_US |
dc.contributor.author | Chen, Y.-L. | en_US |
dc.contributor.author | Cheng, T.-Y. | en_US |
dc.contributor.author | Tang, C.-S. | en_US |
dc.contributor.author | Tsung, P.-K. | en_US |
dc.contributor.author | Chuang, T.-D. | en_US |
dc.contributor.author | LIANG-GEE CHEN | en_US |
dc.contributor.author | SHAO-YI CHIEN | en_US |
dc.creator | Chen, T.-W.;Chen, Y.-L.;Cheng, T.-Y.;Tang, C.-S.;Tsung, P.-K.;Chuang, T.-D.;Chen, L.-G.;Chien, S.-Y. | - |
dc.date.accessioned | 2018-09-10T08:14:55Z | - |
dc.date.available | 2018-09-10T08:14:55Z | - |
dc.date.issued | 2010 | - |
dc.identifier.issn | 01936530 | - |
dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-77952184606&doi=10.1109%2fISSCC.2010.5433887&partnerID=40&md5=bfa8c9926bca7d521848fa3086b82af6 | - |
dc.identifier.uri | http://scholars.lib.ntu.edu.tw/handle/123456789/358152 | - |
dc.description.abstract | Advances in semiconductors and developments in machine learning [1] have led to versatile multimedia applications with semantic processing abilities. Realtime applications, such as face detection, facial-expression recognition, scene analysis [2] and object recognition [3], have become indispensable functionality for Consumer Electronic (CE) products. To deal with complicated video-processing algorithms for multimedia content analysis, many powerful processors have been reported [2-5]. Although these processors can speed up video-processing tasks with massively parallel processing elements, they only focus on the feature-extraction parts, and there is no specialized hardware to support different kinds of advanced machine-learning algorithms, which require extensive computations. In this paper, a Semantic Analysis SoC (SASoC) that accelerates video processing and machine learning simultaneously, is developed to meet the demands of the near future. ©2010 IEEE. | - |
dc.language | en | en |
dc.relation.ispartof | Digest of Technical Papers - IEEE International Solid-State Circuits Conference | - |
dc.source | AH-Scopus to ORCID | - |
dc.subject.other | Expression recognition; Face Detection; Machine learning algorithms; Machine-learning; Massively parallel processing; Multimedia applications; Multimedia content analysis; Multimedia semantics; Real-time application; Scene analysis; Semantic analysis; Semantic processing; Specialized hardware; Speed-ups; Video processing; Video-processing algorithms; Face recognition; Feature extraction; Learning systems; Semantics; Learning algorithms | - |
dc.title | A multimedia semantic analysis SoC (SASoC) with machine-learning engine | - |
dc.type | conference paper | en |
dc.relation.conference | 2010 IEEE International Solid-State Circuits Conference, ISSCC 2010 | - |
dc.identifier.doi | 10.1109/ISSCC.2010.5433887 | - |
dc.identifier.scopus | 2-s2.0-77952184606 | - |
dc.relation.pages | 338-339 | - |
dc.relation.journalvolume | 53 | - |
item.fulltext | no fulltext | - |
item.grantfulltext | none | - |
item.openairetype | conference paper | - |
item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
item.cerifentitytype | Publications | - |
crisitem.author.dept | Electrical Engineering | - |
crisitem.author.dept | Electronics Engineering | - |
crisitem.author.dept | Networking and Multimedia | - |
crisitem.author.dept | Electronics Engineering | - |
crisitem.author.dept | Electrical Engineering | - |
crisitem.author.dept | Intel-NTU Connected Context Computing Center | - |
crisitem.author.dept | Networking and Multimedia | - |
crisitem.author.dept | MediaTek-NTU Research Center | - |
crisitem.author.orcid | 0000-0001-9746-9355 | - |
crisitem.author.orcid | 0000-0002-0634-6294 | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | Others: University-Level Research Centers | - |
crisitem.author.parentorg | Others: International Research Centers | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | Others: University-Level Research Centers | - |
Appears in Collections: | 電子工程學研究所 |
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