{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T23:13:35Z","timestamp":1769210015479,"version":"3.49.0"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T00:00:00Z","timestamp":1509494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key R&D Program of China","award":["2016YFA0602200"],"award-info":[{"award-number":["2016YFA0602200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["4137411"],"award-info":[{"award-number":["4137411"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91530323"],"award-info":[{"award-number":["91530323"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2016M601031"],"award-info":[{"award-number":["2016M601031"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Union Horizon 2020 Research and Innovation Programme","award":["671653"],"award-info":[{"award-number":["671653"]}]},{"DOI":"10.13039\/501100000266","name":"UK EPSRC","doi-asserted-by":"publisher","award":["EP\/L00058X\/1"],"award-info":[{"award-number":["EP\/L00058X\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"UK EPSRC","doi-asserted-by":"publisher","award":["EP\/L016796\/1"],"award-info":[{"award-number":["EP\/L016796\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"UK EPSRC","doi-asserted-by":"publisher","award":["EP\/N031768\/1"],"award-info":[{"award-number":["EP\/N031768\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"UK EPSRC","doi-asserted-by":"publisher","award":["EP\/P010040\/1"],"award-info":[{"award-number":["EP\/P010040\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Maxeler University Programme"},{"name":"Intel Programmable Solutions Group and Xilinx, Inc."}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput."],"published-print":{"date-parts":[[2017,11,1]]},"DOI":"10.1109\/tc.2017.2712152","type":"journal-article","created":{"date-parts":[[2017,6,5]],"date-time":"2017-06-05T18:10:08Z","timestamp":1496686208000},"page":"1837-1850","source":"Crossref","is-referenced-by-count":17,"title":["A Fully-Pipelined Hardware Design for Gaussian Mixture Models"],"prefix":"10.1109","volume":"66","author":[{"given":"Conghui","family":"He","sequence":"first","affiliation":[]},{"given":"Haohuan","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Ce","family":"Guo","sequence":"additional","affiliation":[]},{"given":"Wayne","family":"Luk","sequence":"additional","affiliation":[]},{"given":"Guangwen","family":"Yang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(02)00163-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2013.111"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"962","DOI":"10.1109\/TVLSI.2006.884048","article-title":"An efficient digital VLSI implementation of Gaussian mixture models-based classifier","volume":"14","author":"shi","year":"2006","journal-title":"IEEE Trans Very Large Scale Integration Syst"},{"key":"ref30","first-page":"757","article-title":"A new learning algorithm for blind signal separation","author":"amari","year":"1996","journal-title":"Advances Neural Inform Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(01)00069-8"},{"key":"ref36","article-title":"A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden markov models","volume":"4","author":"bilmes","year":"1998","journal-title":"Int Comput Sci Inst"},{"key":"ref35","article-title":"Expectation maximization with a Gaussian mixture model using CUDA.","author":"pangborn","year":"0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2011.11.002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SPED.2011.5940738"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC.2009.45"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/89.568732"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1333992"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/PDP.2014.77"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CSAE.2012.6272849"},{"key":"ref16","article-title":"Scalable data clustering using GPUs","author":"pangborn","year":"2010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/PDCAT.2011.40"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2145694.2145721"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495113"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP.2005.61"},{"key":"ref4","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"14","author":"kohavi","year":"1995","journal-title":"Proc 14th Int Joint Conf Artificial Intell"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2008.2003165"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.1999.784637"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7488-4_196"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP.2010.5540952"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/FPT.2012.6412132"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1155\/S1110865704310024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/79.317924"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1006\/dspr.1999.0361"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/982507.982528"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2006.880668"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/89.365379"},{"key":"ref22","first-page":"1","article-title":"Image segmentation using Gaussian mixture model","volume":"19","author":"farnoosh","year":"2008","journal-title":"IUST International Journal of Engineering Science"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6393(95)00009-D"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2004.841773"},{"key":"ref23","first-page":"175","article-title":"Image segmentation in video sequences: A probabilistic approach","author":"friedman","year":"1997","journal-title":"Proc Conf Uncertainty of Artificial Intelligence"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2629607"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2014.47"}],"container-title":["IEEE Transactions on Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/12\/8060275\/07938761.pdf?arnumber=7938761","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:22:24Z","timestamp":1642004544000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7938761\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,1]]},"references-count":37,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tc.2017.2712152","relation":{},"ISSN":["0018-9340"],"issn-type":[{"value":"0018-9340","type":"print"}],"subject":[],"published":{"date-parts":[[2017,11,1]]}}}