{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T22:40:02Z","timestamp":1739918402891,"version":"3.37.3"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2010,3,1]],"date-time":"2010-03-01T00:00:00Z","timestamp":1267401600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Machine Vision and Applications"],"published-print":{"date-parts":[[2011,11]]},"DOI":"10.1007\/s00138-010-0254-3","type":"journal-article","created":{"date-parts":[[2010,2,28]],"date-time":"2010-02-28T22:30:56Z","timestamp":1267396256000},"page":"947-966","source":"Crossref","is-referenced-by-count":9,"title":["Multi-scale neural texture classification using the GPU as a stream processing engine"],"prefix":"10.1007","volume":"22","author":[{"given":"M.","family":"Mart\u00ednez-Zarzuela","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F. J.","family":"D\u00edaz-Pernas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Ant\u00f3n-Rodr\u00edguez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J. F.","family":"D\u00edez-Higuera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Gonz\u00e1lez-Ortega","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Boto-Giralda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"L\u00f3pez-Gonz\u00e1lez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"I.","family":"De La Torre","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,3,1]]},"reference":[{"key":"254_CR1","doi-asserted-by":"crossref","unstructured":"Julesz, B., Bergen, J.R.: Textons, the fundamental elements in preattentive vision and perception of textures. In: Readings in Computer Vision: Issues, Problems, Principles, and Paradigms, pp. 243\u2013256. Morgan Kaufmann, San Francisco (1987)","DOI":"10.1016\/B978-0-08-051581-6.50029-5"},{"issue":"2","key":"254_CR2","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/s10044-007-0083-9","volume":"11","author":"V.K. Pothos","year":"2008","unstructured":"Pothos V.K., Theoharatos C., Zygouris E., Economou G.: Distributional-based texture classification using non-parametric statistics. Pattern Anal. Appl. 11(2), 117\u2013129 (2008)","journal-title":"Pattern Anal. Appl."},{"issue":"1","key":"254_CR3","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1023\/A:1011126920638","volume":"43","author":"T. Leung","year":"2001","unstructured":"Leung T., Malik J.: Representing and recognizing the visual appearance of materials using three-dimensional textons. Int. J. Comput. Vis. 43(1), 29\u201344 (2001)","journal-title":"Int. J. Comput. Vis."},{"issue":"8","key":"254_CR4","doi-asserted-by":"crossref","first-page":"1265","DOI":"10.1109\/TPAMI.2005.151","volume":"27","author":"S. Lazebnik","year":"2005","unstructured":"Lazebnik S., Schmid C., Ponce J.: A sparse texture representation using local affine regions, IEEE Trans. Pattern Anal. Mach. Intell. 27(8), 1265\u20131278 (2005) student Member-Lazebnik, Svetlana and Senior Member-Schmid, Cordelia and Fellow-Ponce, Jean","journal-title":"Pattern Anal. Mach. Intell."},{"key":"254_CR5","doi-asserted-by":"crossref","unstructured":"Haralick, R.M., Dinstein, I., Shanmugam, K.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. SMC-3 610\u2013621 (1973)","DOI":"10.1109\/TSMC.1973.4309314"},{"issue":"14","key":"254_CR6","doi-asserted-by":"crossref","first-page":"1175","DOI":"10.1016\/j.imavis.2004.03.012","volume":"22","author":"M. Varma","year":"2004","unstructured":"Varma M., Zisserman A.: Unifying statistical texture classification frameworks. Image Vis. Comput. 22(14), 1175\u20131183 (2004)","journal-title":"Image Vis. Comput."},{"issue":"4","key":"254_CR7","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1109\/83.491339","volume":"5","author":"A. Speis","year":"1996","unstructured":"Speis A., Healey G.: Feature extraction for texture discrimination via random field models with random spatial interaction. IEEE Trans. Image Process. 5(4), 635\u2013645 (1996)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"254_CR8","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/TPAMI.2007.1161","volume":"30","author":"M. Mellor","year":"2008","unstructured":"Mellor M., Hong B.-W., Brady M.: Locally rotation, contrast, and scale invariant descriptors for texture analysis. IEEE Trans. Pattern Anal. Mach. Intell. 30(1), 52\u201361 (2008)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"254_CR9","doi-asserted-by":"crossref","unstructured":"Greenspan, H., Belongie, S., Goodman, R., Perona, P.: Rotation invariant texture recognition using a steerable pyramid. In: Proceedings of the International Conference on Pattern Recognition, pp. 162\u2013167 (1994)","DOI":"10.1109\/ICPR.1994.576896"},{"key":"254_CR10","doi-asserted-by":"crossref","first-page":"2702","DOI":"10.1109\/TIP.2006.877356","volume":"15","author":"G. Tzagkarakis","year":"2006","unstructured":"Tzagkarakis G., Beferull-lozano B., Tsakalides P.: Rotation-invariant texture retrieval with gaussianized steerable pyramids. IEEE Trans. Image Process. 15, 2702\u20132718 (2006)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"254_CR11","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1113\/jphysiol.1968.sp008455","volume":"195","author":"D.H. Hubel","year":"1968","unstructured":"Hubel D.H., Wiesel T.N.: Receptive fields and functional architecture of monkey striate cortex. J. Physiol. 195(1), 215\u2013243 (1968)","journal-title":"J. Physiol."},{"key":"254_CR12","doi-asserted-by":"crossref","first-page":"4114","DOI":"10.1523\/JNEUROSCI.13-10-04114.1993","volume":"13","author":"K. Obermayer","year":"1993","unstructured":"Obermayer K., Blasdel G.G.: Geometry of orientation and ocular dominance columns in monkey striate cortex. J. Neurosci. 13, 4114\u20134129 (1993)","journal-title":"J. Neurosci."},{"key":"254_CR13","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1038\/379725a0","volume":"379","author":"M. Weliky","year":"1996","unstructured":"Weliky M., Bosking W., Fitz Patrick D.: A systematic map of direction preference in primary visual cortex. Nature 379, 725\u2013728 (1996)","journal-title":"Nature"},{"issue":"3","key":"254_CR14","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1109\/3477.584950","volume":"27","author":"T. Papathomas","year":"1997","unstructured":"Papathomas T., Kashi R., Gorea A.: A human vision based computational model for chromatic texture segregation. Syst. Man Cybern. Part B: Cybern. IEEE Trans. 27(3), 428\u2013440 (1997)","journal-title":"Syst. Man Cybern. Part B: Cybern. IEEE Trans."},{"key":"254_CR15","doi-asserted-by":"crossref","first-page":"1161","DOI":"10.1016\/S0167-8655(01)00058-7","volume":"22","author":"A. Drimbarean","year":"2001","unstructured":"Drimbarean A., Whelan P.F.: Experiments in colour texture analysis. Pattern Recogn. Lett. 22, 1161\u20131167 (2001)","journal-title":"Pattern Recogn. Lett."},{"key":"254_CR16","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1016\/0042-6989(96)89251-0","volume":"36","author":"A.B. Poirson","year":"1996","unstructured":"Poirson A.B., Wandell B.A.: Pattern-color separable pathways predict sensitivity to simple colored patterns. Vis. Res. 36, 515\u2013526 (1996)","journal-title":"Vis. Res."},{"key":"254_CR17","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/83.817597","volume":"9","author":"A. Mojsilovic","year":"2000","unstructured":"Mojsilovic A., Mojsilovic\u2019 R., Kovacevic J., Hu J., Safranek R.J., Member S., Member S., Ganapathy S.K.: Matching and retrieval based on the vocabulary and grammar of color patterns. IEEE Trans. Image Process. 9, 38\u201354 (2000)","journal-title":"IEEE Trans. Image Process."},{"key":"254_CR18","doi-asserted-by":"crossref","unstructured":"Masquelier, T., Thorpe, S.J.: Unsupervised learning of visual features through spike timing dependent plasticity, PLoS Computat. Biol. 3(2), (2007)","DOI":"10.1371\/journal.pcbi.0030031"},{"key":"254_CR19","volume-title":"On Intelligence","author":"J. Hawkins","year":"2005","unstructured":"Hawkins J., Blakeslee S.: On Intelligence. Holt Paperbacks, London (2005)"},{"key":"254_CR20","doi-asserted-by":"crossref","first-page":"3713","DOI":"10.1016\/j.neucom.2009.06.007","volume":"72","author":"M. Ant\u00f3n-Rodr\u00edguez","year":"2009","unstructured":"Ant\u00f3n-Rodr\u00edguez M., D\u00edaz-Pernas F.J., D\u00edez-Higuera J.F., Mart\u00ednez-Zarzuela M., Gonz\u00e1lez-Ortega D., Boto-Giralda D.: Recognition of coloured and textured images through a multi-scale neural architecture with orientational filtering and chromatic diffusion. Neurocomputing 72, 3713\u20133725 (2009)","journal-title":"Neurocomputing"},{"key":"254_CR21","first-page":"294","volume-title":"IWINAC (2). Lecture Notes in Computer Science","author":"F.J. D\u00edaz-Pernas","year":"2009","unstructured":"D\u00edaz-Pernas F.J., Ant\u00f3n-Rodr\u00edguez M., D\u00edez-Higuera J.F., Mart\u00ednez-Zarzuela M., Gonz\u00e1lez-Ortega D., Boto-Giralda D.: Texture classification of the entire brodatz database through an orientational-invariant neural architecture. In: Mira, J.M., Ferr\u00e1ndez, J.M., \u00c1lvarez, J.R., Paz, F., Toledo, F.J. (eds) IWINAC (2). Lecture Notes in Computer Science, pp. 294\u2013303. Springer, Heidelberg (2009)"},{"key":"254_CR22","doi-asserted-by":"crossref","first-page":"1385","DOI":"10.1016\/S0042-6989(98)00250-8","volume":"39","author":"S. Grossberg","year":"1999","unstructured":"Grossberg S., Williamson J.R.: A self-organizing neural system for learning to recognize textured scenes. Vis. Res. 39, 1385\u20131406 (1999)","journal-title":"Vis. Res."},{"key":"254_CR23","volume-title":"Early Visual Learning","author":"H. Greenspan","year":"1996","unstructured":"Greenspan H.: Non-parametric texture learning. In: Nayar, S.K., Poggio, T. (eds) Early Visual Learning, Oxford University Press, Oxford (1996)"},{"key":"254_CR24","unstructured":"VisTex: Vision Texture Database (Massachusetts Institute of Technology), http:\/\/vismod.media.mit.edu\/vismod\/imagery\/VisionTexture\/vistex.html , last visit, Feb. 2009 (1995)"},{"volume-title":"Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies","year":"2006","key":"254_CR25","unstructured":"Zomaya, A.Y. (eds): Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies. Springer, New York (2006)"},{"key":"254_CR26","unstructured":"Moore, G. E.: Cramming More Components onto Integrated Circuits. Reprinted from Electronics, vol. 38(8), pp.114\u00a0ff., April 19, 1965. Solid-State Circuits Newsletter, vol. 20(3) pp. 33\u201335. IEEE, New York (2006)"},{"key":"254_CR27","unstructured":"NVIDIA, NVIDIA CUDA Programming Guide 2.3 (2009)"},{"issue":"5","key":"254_CR28","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1109\/JPROC.2008.917757","volume":"96","author":"J.D. Owens","year":"2008","unstructured":"Owens J.D., Houston M., Luebke D., Green S., Stone J.E., Phillips J.C.: GPU computing. Proc. IEEE 96(5), 879\u2013899 (2008)","journal-title":"Proc. IEEE"},{"key":"254_CR29","unstructured":"Fung, J., Mann, S.: Using graphics devices in reverse: Gpu-based image processing and computer vision. In: Multimedia and Expo, 2008 IEEE International Conference on, pp. 9\u201312 (2008)"},{"key":"254_CR30","unstructured":"Luebke, D.: Graphics hardware & gpu computing: past, present, and future. In: GI \u201909: Proceedings of Graphics Interface 2009, pp. 1\u20131. Canadian Information Processing Society, Toronto (2009)"},{"issue":"1","key":"254_CR31","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1111\/j.1467-8659.2007.01012.x","volume":"26","author":"J.D. Owens","year":"2007","unstructured":"Owens J.D., Luebke D., Govindaraju N., Harris M., Kr\u00fcger J., Lefohn A.E., Purcell T.J.: A survey of general-purpose computation on graphics hardware. Comp. Graphics Forum 26(1), 80\u2013113 (2007)","journal-title":"Comp. Graphics Forum"},{"key":"254_CR32","unstructured":"Owens, J.: Streaming architectures and technology trends. In: Pharr, M. (ed.) GPU Gems 2, Chap. 29, pp. 457\u2013470. Addison Wesley, New York (2005)"},{"key":"254_CR33","unstructured":"Segal, M., Akeley, K.: The design of the opengl graphics interface. Technical report. Silicon Graphics Computer Systems (1994)"},{"issue":"5","key":"254_CR34","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/72.159059","volume":"3","author":"G.A. Carpenter","year":"1992","unstructured":"Carpenter G.A., Grossberg S., Markuzon N., Reynolds J.H., Rosen D.B.: Fuzzy artmap: a neural network architecture for incremental supervised learning of analog multidimensional maps. Neural Netw. IEEE Trans. 3(5), 698\u2013713 (1992)","journal-title":"Neural Netw. IEEE Trans."},{"key":"254_CR35","volume-title":"The Conduction of the Nerve Impulse","author":"A.L. Hodgkin","year":"1964","unstructured":"Hodgkin A.L.: The Conduction of the Nerve Impulse. WB Saunders, Springfield (1964)"},{"issue":"7","key":"254_CR36","doi-asserted-by":"crossref","first-page":"2223","DOI":"10.1523\/JNEUROSCI.10-07-02223.1990","volume":"10","author":"D.H. Hubel","year":"1990","unstructured":"Hubel D.H., Livingstone M.S.: Color and contrast sensitivity in the lateral geniculate body and primary visual cortex of the macaque monkey. Neuroscience 10(7), 2223\u20132237 (1990)","journal-title":"Neuroscience"},{"key":"254_CR37","volume-title":"Visual Perception: A Clinical Orientation","author":"S.H. Schwartz","year":"2004","unstructured":"Schwartz S.H.: Visual Perception: A Clinical Orientation. 3rd edn. McGraw-Hill, New York (2004)","edition":"3"},{"key":"254_CR38","doi-asserted-by":"crossref","unstructured":"D\u00edaz-Pernas, F.J., Ant\u00f3n-Rodr\u00edguez, M., Mart\u00ednez-Zarzuela, M., D\u00edez-Higuera, J.F., Gonz\u00e1lez-Ortega, D., Boto-Giralda, D.: Multiple scale neural architecture for enhancing regions in the colour image segmentation process. Exp. Syst. (2010, in press)","DOI":"10.1111\/j.1468-0394.2010.00543.x"},{"key":"254_CR39","unstructured":"IPP: Intel Integrated Performance Primitives, Intel multimedia and data processing software library. \u00daltima visita (Feb. 2008)"},{"key":"254_CR40","first-page":"521","volume-title":"GPU Gems 2, Chap. 33","author":"A. Lefohn","year":"2005","unstructured":"Lefohn A., Kniss J., Owens J.: Implementing efficient parallel data structures on gpus. In: Pharr, M. (eds) GPU Gems 2, Chap. 33, pp. 521\u2013544. Addison Wesley, New York (2005)"},{"key":"254_CR41","first-page":"493","volume-title":"GPU Gems 2, Chap. 31","author":"M. Harris","year":"2005","unstructured":"Harris M.: Mapping computational concepts to gpus. In: Pharr, M. (eds) GPU Gems 2, Chap. 31, pp. 493\u2013508. Addison Wesley, New York (2005)"},{"key":"254_CR42","volume-title":"OpenGL Programming Guide: The Official Guide to Learning OpenGL, Version 1.2","author":"Davis Woo M.","year":"1999","unstructured":"Woo M. Davis, Sheridan M.B.: OpenGL Programming Guide: The Official Guide to Learning OpenGL, Version 1.2. Addison-Wesley, Boston (1999)"},{"issue":"9","key":"254_CR43","doi-asserted-by":"crossref","first-page":"1346","DOI":"10.1016\/j.patrec.2004.11.028","volume":"26","author":"E.V. Kurmyshev","year":"2005","unstructured":"Kurmyshev E.V., Sanchez-Yanez R.E.: Comparative experiment with colour texture classifiers using the ccr feature space. Pattern Recogn. Lett. 26(9), 1346\u20131353 (2005)","journal-title":"Pattern Recogn. Lett."},{"issue":"3","key":"254_CR44","doi-asserted-by":"crossref","first-page":"2120","DOI":"10.1016\/j.eswa.2007.02.032","volume":"34","author":"A. Sengur","year":"2008","unstructured":"Sengur A.: Wavelet transform and adaptive neuro-fuzzy inference system for color texture classification. Expert Syst. Appl. 34(3), 2120\u20132128 (2008)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"254_CR45","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1016\/j.patcog.2005.10.028","volume":"39","author":"H. Permuter","year":"2006","unstructured":"Permuter H., Francos J., Jermyn I.: A study of gaussian mixture models of color and texture features for image classification and segmentation. Pattern Recogn. 39(4), 695\u2013706 (2006) Graph-based Representations","journal-title":"Pattern Recogn."},{"issue":"8","key":"254_CR46","doi-asserted-by":"crossref","first-page":"1629","DOI":"10.1016\/j.patcog.2003.11.011","volume":"37","author":"T. M\u00e4enp\u00e4\u00e4","year":"2004","unstructured":"M\u00e4enp\u00e4\u00e4 T., Pietik\u00e4inen M.: Classification with color and texture: jointly or separately?. Pattern Recogn. 37(8), 1629\u20131640 (2004)","journal-title":"Pattern Recogn."},{"key":"254_CR47","doi-asserted-by":"crossref","unstructured":"M\u00e4enp\u00e4\u00e4, T., Pietik\u00e4inen, M., Viertola, J.: Separating color and pattern information for color texture discrimination. In: Proceedings of the 16th International Conference on Pattern Recognition, pp. 668\u2013671 (2002)","DOI":"10.1109\/ICPR.2002.1044840"}],"container-title":["Machine Vision and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00138-010-0254-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00138-010-0254-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00138-010-0254-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T22:24:15Z","timestamp":1739917455000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00138-010-0254-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,3,1]]},"references-count":47,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2011,11]]}},"alternative-id":["254"],"URL":"https:\/\/doi.org\/10.1007\/s00138-010-0254-3","relation":{},"ISSN":["0932-8092","1432-1769"],"issn-type":[{"type":"print","value":"0932-8092"},{"type":"electronic","value":"1432-1769"}],"subject":[],"published":{"date-parts":[[2010,3,1]]}}}