{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T04:20:52Z","timestamp":1751516452152,"version":"3.41.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2018,3,17]],"date-time":"2018-03-17T00:00:00Z","timestamp":1521244800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Real-Time Image Proc"],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1007\/s11554-018-0762-3","type":"journal-article","created":{"date-parts":[[2018,3,17]],"date-time":"2018-03-17T10:30:55Z","timestamp":1521282655000},"page":"245-257","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["GMMSP on GPU"],"prefix":"10.1007","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3209-4916","authenticated-orcid":false,"given":"Zhihua","family":"Ban","sequence":"first","affiliation":[]},{"given":"Jianguo","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jeremy","family":"Fouriaux","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,3,17]]},"reference":[{"issue":"11","key":"762_CR1","doi-asserted-by":"publisher","first-page":"2274","DOI":"10.1109\/TPAMI.2012.120","volume":"34","author":"R Achanta","year":"2012","unstructured":"Achanta, R., Shaji, A., Smith, K., Lucchi, A., Fua, P., S\u00fcsstrunk, S.: SLIC superpixels compared to state-of-the-art superpixel methods. IEEE Trans. Pattern Anal. Mach. Intell. 34(11), 2274\u20132282 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"762_CR2","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1109\/TPAMI.2010.161","volume":"33","author":"P Arbelaez","year":"2011","unstructured":"Arbelaez, P., Maire, M., Fowlkes, C., Malik, J.: Contour detection and hierarchical image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 33(5), 898\u2013916 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"762_CR3","unstructured":"Ban, Z., Liu, J., Cao, L.: Superpixel segmentation using Gaussian mixture model (2016). arXiv preprint arXiv:1612.08792"},{"key":"762_CR4","doi-asserted-by":"crossref","unstructured":"Ban, Z., Liu, J., Fouriaux, J.: GLSC: LSC superpixels at over 130 fps. J. Real-Time Image Process. 1\u201312 (2016)","DOI":"10.1007\/s11554-016-0652-5"},{"key":"762_CR5","unstructured":"Derue, F., Bilodeau, G., Bergevin, R.: Spikes: Superpixel-keypoints structure for robust visual tracking (2016). CoRR abs\/1610.07238"},{"key":"762_CR6","doi-asserted-by":"publisher","DOI":"10.1007\/s11554-016-0607-x","author":"A Garcia-Garcia","year":"2016","unstructured":"Garcia-Garcia, A., Orts-Escolano, S., Garcia-Rodriguez, J., Cazorla, M.: Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors. J. Real-Time Image Process. (2016). https:\/\/doi.org\/10.1007\/s11554-016-0607-x","journal-title":"J. Real-Time Image Process."},{"issue":"3","key":"762_CR7","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1007\/s11554-013-0337-2","volume":"11","author":"P Guler","year":"2016","unstructured":"Guler, P., Deniz, E.: Real-time multi-camera video analytics system on GPU. J. Real-Time Image Process. 11(3), 457\u2013472 (2016). https:\/\/doi.org\/10.1007\/s11554-013-0337-2","journal-title":"J. Real-Time Image Process."},{"key":"762_CR8","doi-asserted-by":"crossref","unstructured":"Kesavan, Y., Ramanan, A.: One-pass clustering superpixels. In: Proceedings of the International Conference on Information and Automation for Sustainability, pp. 1\u20135 (2014)","DOI":"10.1109\/ICIAFS.2014.7069599"},{"issue":"12","key":"762_CR9","doi-asserted-by":"publisher","first-page":"2290","DOI":"10.1109\/TPAMI.2009.96","volume":"31","author":"A Levinshtein","year":"2009","unstructured":"Levinshtein, A., Stere, A., Kutulakos, K.N., Fleet, D.J., Dickinson, S.J., Siddiqi, K.: TurboPixels: fast superpixels using geometric flows. IEEE Trans. Pattern Anal. Mach. Intell. 31(12), 2290\u20132297 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"762_CR10","doi-asserted-by":"crossref","unstructured":"Li, Z., Chen, J.: Superpixel segmentation using linear spectral clustering. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1356\u20131363 (2015)","DOI":"10.1109\/CVPR.2015.7298741"},{"key":"762_CR11","doi-asserted-by":"crossref","unstructured":"Li, Z., Wu, X.M., Chang, S.F.: Segmentation using superpixels: a bipartite graph partitioning approach. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 789\u2013796 (2012)","DOI":"10.1109\/CVPR.2012.6247750"},{"key":"762_CR12","doi-asserted-by":"crossref","unstructured":"Liu, M.Y., Tuzel, O., Ramalingam, S., Chellappa, R.: Entropy rate superpixel segmentation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2097\u20132104 (2011)","DOI":"10.1109\/CVPR.2011.5995323"},{"issue":"3","key":"762_CR13","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1109\/TPAMI.2016.2552172","volume":"39","author":"Z Lu","year":"2017","unstructured":"Lu, Z., Fu, Z., Xiang, T., Han, P., Wang, L., Gao, X.: Learning from weak and noisy labels for semantic segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(3), 486\u2013500 (2017)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"762_CR14","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/TIP.2015.2467217","volume":"25","author":"J Ma","year":"2016","unstructured":"Ma, J., Zhao, J., Yuille, A.L.: Non-rigid point set registration by preserving global and local structures. IEEE Trans. Image Process. 25(1), 53\u201364 (2016)","journal-title":"IEEE Trans. Image Process."},{"issue":"11","key":"762_CR15","doi-asserted-by":"publisher","first-page":"3707","DOI":"10.1109\/TIP.2015.2451011","volume":"24","author":"V Machairas","year":"2015","unstructured":"Machairas, V., Faessel, M., Cardenas-Pena, D., Chabardes, T., Walter, T., Decenciere, E.: Waterpixels. IEEE Trans. Image Process. 24(11), 3707\u20133716 (2015)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"762_CR16","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1109\/TPDS.2016.2549523","volume":"28","author":"X Mei","year":"2017","unstructured":"Mei, X., Chu, X.: Dissecting GPU memory hierarchy through microbenchmarking. IEEE Trans. Parallel Distrib. Syst. 28(1), 72\u201386 (2017)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"762_CR17","doi-asserted-by":"crossref","unstructured":"Mori, G.: Guiding model search using segmentation. In: Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp. 1417\u20131423 (2005)","DOI":"10.1109\/ICCV.2005.112"},{"issue":"10","key":"762_CR18","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1109\/TCSVT.2014.2382982","volume":"25","author":"TV Nguyen","year":"2015","unstructured":"Nguyen, T.V., Lu, C., Sepulveda, J., Yan, S.: Adaptive nonparametric image parsing. IEEE Trans. Circuits Syst. Video Technol. 25(10), 1565\u20131575 (2015)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"762_CR19","unstructured":"NVIDIA: CUDA toolkit documentation. https:\/\/docs.nvidia.com\/cuda\/ (2017)"},{"key":"762_CR20","unstructured":"Ren, C.Y., Prisacariu, V.A., Reid, I.D.: gSLICr: SLIC superpixels at over 250Hz (2015). ArXiv e-prints"},{"issue":"4","key":"762_CR21","doi-asserted-by":"publisher","first-page":"1451","DOI":"10.1109\/TIP.2014.2302892","volume":"23","author":"J Shen","year":"2014","unstructured":"Shen, J., Du, Y., Wang, W., Li, X.: Lazy random walks for superpixel segmentation. IEEE Trans. Image Process. 23(4), 1451\u20131462 (2014)","journal-title":"IEEE Trans. Image Process."},{"key":"762_CR22","doi-asserted-by":"crossref","unstructured":"Shu, G., Dehghan, A., Shah, M.: Improving an object detector and extracting regions using superpixels. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3721\u20133727 (2013)","DOI":"10.1109\/CVPR.2013.477"},{"issue":"3","key":"762_CR23","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1007\/s11263-014-0744-2","volume":"111","author":"M Bergh Van den","year":"2015","unstructured":"Van den Bergh, M., Boix, X., Roig, G., Van Gool, L.: SEEDS: superpixels extracted via energy-driven sampling. Int. J. Comput. Vis. 111(3), 298\u2013314 (2015)","journal-title":"Int. J. Comput. Vis."},{"issue":"6","key":"762_CR24","doi-asserted-by":"publisher","first-page":"1241","DOI":"10.1109\/TPAMI.2012.47","volume":"34","author":"J Wang","year":"2012","unstructured":"Wang, J., Wang, X.: VCells: simple and efficient superpixels using edge-weighted centroidal voronoi tessellations. IEEE Trans. Pattern Anal. Mach. Intell. 34(6), 1241\u20131247 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"762_CR25","doi-asserted-by":"crossref","unstructured":"Yan, J., Yu, Y., Zhu, X., Lei, Z., Li, S.Z.: Object detection by labeling superpixels. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5107\u20135116 (2015)","DOI":"10.1109\/CVPR.2015.7299146"},{"issue":"4","key":"762_CR26","doi-asserted-by":"publisher","first-page":"1639","DOI":"10.1109\/TIP.2014.2300823","volume":"23","author":"F Yang","year":"2014","unstructured":"Yang, F., Lu, H., Yang, M.H.: Robust superpixel tracking. IEEE Trans. Image Process. 23(4), 1639\u20131651 (2014)","journal-title":"IEEE Trans. Image Process."}],"container-title":["Journal of Real-Time Image Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-018-0762-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11554-018-0762-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-018-0762-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T21:16:37Z","timestamp":1751490997000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11554-018-0762-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,17]]},"references-count":26,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["762"],"URL":"https:\/\/doi.org\/10.1007\/s11554-018-0762-3","relation":{},"ISSN":["1861-8200","1861-8219"],"issn-type":[{"type":"print","value":"1861-8200"},{"type":"electronic","value":"1861-8219"}],"subject":[],"published":{"date-parts":[[2018,3,17]]},"assertion":[{"value":"22 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 March 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 March 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}