{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T04:20:00Z","timestamp":1777695600320,"version":"3.51.4"},"reference-count":19,"publisher":"SAGE Publications","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IDA"],"published-print":{"date-parts":[[2017,10,10]]},"DOI":"10.3233\/ida-163114","type":"journal-article","created":{"date-parts":[[2017,10,17]],"date-time":"2017-10-17T12:17:47Z","timestamp":1508242667000},"page":"1097-1115","source":"Crossref","is-referenced-by-count":2,"title":["A parallel approach for the training stage of the Viola-Jones face detection algorithm"],"prefix":"10.1177","volume":"21","author":[{"given":"Eric","family":"Olmedo","sequence":"first","affiliation":[{"name":"Department of Informatics, Universidad Polit\u00e9cnica de Puebla, Puebla 72640, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorge","family":"de la Calleja","sequence":"additional","affiliation":[{"name":"Department of Informatics, Universidad Polit\u00e9cnica de Puebla, Puebla 72640, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alicia","family":"Morales-Reyes","sequence":"additional","affiliation":[{"name":"Computer Science Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla 72840, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hugo Jair","family":"Escalante","sequence":"additional","affiliation":[{"name":"Computer Science Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla 72840, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Argelia B. Urbina","family":"Najera","sequence":"additional","affiliation":[{"name":"Department of Informatics, Universidad Polit\u00e9cnica de Puebla, Puebla 72640, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ma. Auxilio","family":"Medina","sequence":"additional","affiliation":[{"name":"Department of Informatics, Universidad Polit\u00e9cnica de Puebla, Puebla 72640, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio Benitez","family":"Ruiz","sequence":"additional","affiliation":[{"name":"Department of Informatics, Universidad Polit\u00e9cnica de Puebla, Puebla 72640, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/IDA-163114_ref1","doi-asserted-by":"crossref","unstructured":"M. Oren, C. Papageorgiou, P. Sinha, E. Osuna and T. Poggio, Pedestrian detection using wavelet templates, in: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997, pp. 193\u2013199.","DOI":"10.1109\/CVPR.1997.609319"},{"issue":"1","key":"10.3233\/IDA-163114_ref2","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1023\/A:1008162616689","article-title":"A Trainable System for Object Detection","volume":"30","author":"Papageorgiou","year":"2000","journal-title":"International Journal of Computer Vision"},{"key":"10.3233\/IDA-163114_ref4","doi-asserted-by":"crossref","unstructured":"P. Viola and M. Jones, Rapid object detection using a boosted cascade of simple features, in: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR, 2001, pp. 511\u2013518.","DOI":"10.1109\/CVPR.2001.990517"},{"key":"10.3233\/IDA-163114_ref5","doi-asserted-by":"crossref","unstructured":"R. Lienhart and J. Maydt, An extended set of Haar-like features for rapid object detection, in: IEEE International Conference on Image Processing, Vol. 1, 2002, pp. 900\u2013903.","DOI":"10.1109\/ICIP.2002.1038171"},{"key":"10.3233\/IDA-163114_ref6","unstructured":"Y. Wei, X. Bing and C. Chareonsak, Fpga implementation of adaboost algorithm for detection of face biometrics, in: IEEE International Workshop on Biomedical Circuits and Systems, 2004, pp. S1\/6-17-20."},{"key":"10.3233\/IDA-163114_ref7","doi-asserted-by":"crossref","unstructured":"J. Fung and S. Mann, Using graphics devices in reverse: Gpu-based image processing and computer vision, in: 2008 IEEE International Conference on Multimedia and Expo, 2008, pp. 9\u201312.","DOI":"10.1109\/ICME.2008.4607358"},{"key":"10.3233\/IDA-163114_ref9","doi-asserted-by":"crossref","unstructured":"C. Gao and S.L. Lu, Novel fpga based haar classifier face detection algorithm acceleration, in: International Conference on Field Programmable Logic and Applications, 2008, pp. 373\u2013378.","DOI":"10.1109\/FPL.2008.4629966"},{"key":"10.3233\/IDA-163114_ref11","doi-asserted-by":"crossref","unstructured":"J. Cho, S. Mirzaei, J. Oberg and R. Kastner, Fgpa-based face detection system using haar classifiers, in: Proceeding of the ACM\/SIGDA International Symposium on Field Programmable Gate Arrays, ACM, New York, NY, USA, 2009, pp. 103\u2013112.","DOI":"10.1145\/1508128.1508144"},{"key":"10.3233\/IDA-163114_ref13","doi-asserted-by":"crossref","unstructured":"C. Junguk, B. Benson, S. Mirzaei and R. Kastner, Parallelized Architecture of Multiple Classifiers for Face Detection, in: 20th IEEE International Conference on Application-specific Systems, Architectures and Processors, 2009, pp. 75\u201382.","DOI":"10.1109\/ASAP.2009.38"},{"issue":"1","key":"10.3233\/IDA-163114_ref14","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1109\/TCSVT.2008.2009253","article-title":"Partially parallel architecture for AdaBoost-based detection with haar-like features","volume":"19","author":"Hiromoto","year":"2009","journal-title":"IEEE Trans. Circ. Syst. Video Technol"},{"key":"10.3233\/IDA-163114_ref15","doi-asserted-by":"crossref","unstructured":"B. Bilgic and K.P. Berthold, Horn, Ichiro Masaki, Efficient Integral Image Computation on the GPU, in: 2010 IEEE Intelligent Vehicles Symposium, 2010, pp. 528\u2013533.","DOI":"10.1109\/IVS.2010.5548142"},{"key":"10.3233\/IDA-163114_ref17","doi-asserted-by":"crossref","unstructured":"D. Hefenbrock, J. Oberg, N. Thanh, R. Kastner and S.B. Baden, Accelerating Viola-Jones Face Detection to FPGA-Level Using GPUs, in: 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010, pp. 11\u201318.","DOI":"10.1109\/FCCM.2010.12"},{"key":"10.3233\/IDA-163114_ref18","doi-asserted-by":"crossref","unstructured":"D. Oro, C. Fern\u00e1ndez, J. Rodr\u00edguez, X. Martorell and J. Hernando, Real-time GPU-based Face Detection in HD Video Sequences, in: 2011 IEEE International Conference on Computer Vision Workshops, 2011, pp. 530\u2013537.","DOI":"10.1109\/ICCVW.2011.6130288"},{"issue":"6","key":"10.3233\/IDA-163114_ref19","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1109\/TVLSI.2010.2048224","article-title":"A flexible parallel hardware architecture for AdaBoost-based real-time object detection","volume":"19","author":"Kyrkou","year":"2011","journal-title":"IEEE Trans. Very Large Scale Integr. Syst"},{"key":"10.3233\/IDA-163114_ref20","doi-asserted-by":"crossref","unstructured":"Z. Ding, F. Zhao, T. Wang, W. Shu and M.-Y. Wu, Hecto-Scale Frame Rate Face Detection System for SVGA Source on FPGA Board, in: IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines, 2011, pp. 37\u201340.","DOI":"10.1109\/FCCM.2011.16"},{"key":"10.3233\/IDA-163114_ref21","doi-asserted-by":"crossref","first-page":"3543","DOI":"10.4028\/www.scientific.net\/AMM.284-287.3543","article-title":"LSO-AdaBoost Based Face Detection for IP-CAM Video","volume":"284\u2013287","author":"Chang","year":"2013","journal-title":"Applied Mechanics and Materials"},{"key":"10.3233\/IDA-163114_ref22","doi-asserted-by":"crossref","unstructured":"D. Pertsau and A. Uvarov, Face detection algorithm using haar-like feature for GPU architecture, in: 7th International Conference onIntelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013, pp. 726\u2013730.","DOI":"10.1109\/IDAACS.2013.6663020"},{"key":"10.3233\/IDA-163114_ref24","doi-asserted-by":"crossref","unstructured":"O. Bilaniuk, E. Fazl-Ersi, R. Laganiere, C. Xu, D. Laroche and C. Moulder, Fast LBP Face Detection on Low-Power SIMD Architectures, in: IEEE Conference onComputer Vision and Pattern Recognition Workshops (CVPRW), 2014, pp. 630\u2013636.","DOI":"10.1109\/CVPRW.2014.96"},{"key":"10.3233\/IDA-163114_ref25","doi-asserted-by":"crossref","unstructured":"C. Kumar and S. Agarwal, A novel architecture for dynamic integral image generation for Haar-based face detection on FPGA, in: IEEE Conference TENCON, 2014, pp. 1\u20136.","DOI":"10.1109\/TENCON.2014.7022333"}],"container-title":["Intelligent Data Analysis"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/IDA-163114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:17:57Z","timestamp":1777454277000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/IDA-163114"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,10]]},"references-count":19,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/ida-163114","relation":{},"ISSN":["1088-467X","1571-4128"],"issn-type":[{"value":"1088-467X","type":"print"},{"value":"1571-4128","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10,10]]}}}