{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T15:06:51Z","timestamp":1761059211157,"version":"3.38.0"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2011,6,29]],"date-time":"2011-06-29T00:00:00Z","timestamp":1309305600000},"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":[[2012,9]]},"DOI":"10.1007\/s00138-011-0349-5","type":"journal-article","created":{"date-parts":[[2011,6,28]],"date-time":"2011-06-28T09:03:29Z","timestamp":1309251809000},"page":"1047-1058","source":"Crossref","is-referenced-by-count":3,"title":["Improving class separability using extended pixel planes: a comparative study"],"prefix":"10.1007","volume":"23","author":[{"given":"Nikita V.","family":"Orlov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D. Mark","family":"Eckley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lior","family":"Shamir","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilya G.","family":"Goldberg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,6,29]]},"reference":[{"key":"349_CR1","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/S0146-664X(75)80003-7","volume":"4","author":"S. Tanimoto","year":"1975","unstructured":"Tanimoto S., Pavlidis T.: A hierarchical data structure for picture processing. Comput. Graph. Image Process. 4, 104\u2013119 (1975)","journal-title":"Comput. Graph. Image Process."},{"key":"349_CR2","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1016\/0031-3203(89)90079-4","volume":"22","author":"N.G. Bourbakis","year":"1989","unstructured":"Bourbakis N.G., Klinger A.: A hierarchical picture coding scheme. Pattern Recognit. 22, 317\u2013329 (1989)","journal-title":"Pattern Recognit."},{"key":"349_CR3","doi-asserted-by":"crossref","first-page":"532","DOI":"10.1109\/TCOM.1983.1095851","volume":"31","author":"P. Burt","year":"1983","unstructured":"Burt P., Adelson E.: The Laplacian pyramid as a compact image code. IEEE Trans. Commun. 31, 532\u2013540 (1983)","journal-title":"IEEE Trans. Commun."},{"key":"349_CR4","volume-title":"Subband Image Coding","author":"E. Simoncelli","year":"1991","unstructured":"Simoncelli E., Adelson E.H.: Subband transforms. In: Woods, J. (eds) Subband Image Coding, Kluwer, Norwell (1991)"},{"key":"349_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-6465-9","volume-title":"Scale-Space Theory in Computer Vision","author":"T. Lindeberg","year":"1994","unstructured":"Lindeberg T.: Scale-Space Theory in Computer Vision. Kluwer, Norwell (1994)"},{"key":"349_CR6","doi-asserted-by":"crossref","first-page":"891","DOI":"10.1109\/34.93808","volume":"13","author":"W.H. Freeman","year":"1991","unstructured":"Freeman W.H., Adelson E.H.: The design and use of steerable filters. IEEE Trans. Pattern Anal. Mach. Intell. 13, 891\u2013906 (1991)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR7","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D.G. Lowe","year":"2004","unstructured":"Lowe D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60, 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"349_CR8","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1006\/cviu.2001.0953","volume":"84","author":"A. Rosenfeld","year":"2001","unstructured":"Rosenfeld A.: From image analysis to computer vision: an annotated bibliography 1955\u20131979. Comput. Vis. Image Underst. 84, 298\u2013324 (2001)","journal-title":"Comput. Vis. Image Underst."},{"key":"349_CR9","doi-asserted-by":"crossref","unstructured":"Murphy, K., Torrralba, A., Eaton, D., Freeman, W.: Object detection and localization using local and global featues. In: Lecture Notes in Computer Science, vol. 4170, pp. 382\u2013400 (2006)","DOI":"10.1007\/11957959_20"},{"key":"349_CR10","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1093\/bioinformatics\/17.12.1213","volume":"17","author":"M.V. Boland","year":"2001","unstructured":"Boland M.V., Murphy R.F.: A neural network classifier capable of recognizing the patterns of all major subcellular structures in fluorescence microscope images of HeLa cells. Bioinformatics 17, 1213\u20131223 (2001)","journal-title":"Bioinformatics"},{"key":"349_CR11","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1196\/annals.1310.013","volume":"1020","author":"R.F. Murphy","year":"2004","unstructured":"Murphy R.F.: Automated interpretation of protein subcellular location patterns: implications for early detection and assessment. Ann. N. Y. Acad. Sci. 1020, 124\u2013131 (2004)","journal-title":"Ann. N. Y. Acad. Sci."},{"key":"349_CR12","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.patrec.2006.06.010","volume":"28","author":"M. Ranzato","year":"2007","unstructured":"Ranzato M., Taylor P.E., House J.M., Flagan R.C., LeCun Y., Perona P.: Automatic recognition of biological particles in microscopic images. Pattern Recognit. Lett. 28, 31\u201339 (2007)","journal-title":"Pattern Recognit. Lett."},{"key":"349_CR13","doi-asserted-by":"crossref","unstructured":"Orlov, N., Johnston, J., Macura, T., Wolkow, C., Goldberg, I.: Pattern recognition approaches to compute image similarities: application to age related morphological change. In: International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, VA, pp. 1152\u20131156 (2006)","DOI":"10.1109\/ISBI.2006.1625127"},{"key":"349_CR14","doi-asserted-by":"crossref","first-page":"e2821","DOI":"10.1371\/journal.pone.0002821","volume":"3","author":"J.L. Johnston","year":"2008","unstructured":"Johnston J.L., Iser W.B., Chow D.K., Goldberg I.G., Wolkow C.A.: Quantitative image analysis reveals distinct structural transitions during aging in Caenorhabditis elegans tissues. PLOS One 3, e2821 (2008)","journal-title":"PLOS One"},{"key":"349_CR15","doi-asserted-by":"crossref","first-page":"1003","DOI":"10.1109\/TITB.2010.2050695","volume":"14","author":"N.V. Orlov","year":"2010","unstructured":"Orlov N.V., Chen W.W., Eckley D.M., Macura T.J., Shamir L., Jaffe E.S., Goldberg I.G.: Automatic classification of lymphoma images with transform-based global features. IEEE Trans. Inf. Technol. Biomed. 14, 1003\u20131013 (2010)","journal-title":"IEEE Trans. Inf. Technol. Biomed."},{"key":"349_CR16","unstructured":"Orlov, N.V., Eckley, D.M., Shamir, L., Goldberg, I.G.: Machine vision for classifying biological and biomedical images. In: Visualization, Imaging and Image Processing. Palma de Mallorca, Spain (2008)"},{"key":"349_CR17","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1109\/TBME.2008.2006025","volume":"56","author":"L. Shamir","year":"2009","unstructured":"Shamir L., Ling S.M., Scott W., Orlov N., Macura T., Eckley D.M., Ferrucci L., Goldberg I. G.: Knee X-ray image analysis method for automated detection of Osteoarthritis. IEEE Trans. Biomed. Eng. 56, 407\u2013415 (2009)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"349_CR18","doi-asserted-by":"crossref","unstructured":"Shamir, L., Ling, S.M., Scott, W., Hochberg, M., Ferrucci, L., Goldberg, I.G.: Early detection of radiographic knee osteoarthritis using computer-aided analysis. Osteoarthritis Cartilage 17, 1307 (2009)","DOI":"10.1016\/j.joca.2009.04.010"},{"key":"349_CR19","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1504\/IJBM.2009.024279","volume":"1","author":"L. Shamir","year":"2009","unstructured":"Shamir L., Ling S., Rahimi S., Ferruccic L., Goldberg I.G.: Biometric identification using knee X-rays. Int. J. Biometrics 1, 365\u2013370 (2009)","journal-title":"Int. J. Biometrics"},{"key":"349_CR20","doi-asserted-by":"crossref","unstructured":"Shamir, L., Delaney, J.D., Orlov, N., Eckley, D.M., Goldberg, I.G.: Pattern recognition software and techniques for biological image analysis. PLOS Comput. Biol. 6 (2010)","DOI":"10.1371\/journal.pcbi.1000974"},{"key":"349_CR21","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1134\/S1054661806030023","volume":"16","author":"I.B. Gurevich","year":"2006","unstructured":"Gurevich I.B., Koryabkina I.V.: Comparative analysis and classification of features for image models. Pattern Recognit. Image Anal. 16, 265\u2013297 (2006)","journal-title":"Pattern Recognit. Image Anal."},{"key":"349_CR22","doi-asserted-by":"crossref","first-page":"1684","DOI":"10.1016\/j.patrec.2008.04.013","volume":"29","author":"N. Orlov","year":"2008","unstructured":"Orlov N., Shamir L., Macura T., Johnston J., Eckley D.M., Goldberg I.G.: WND-CHARM: multi-purpose image classification using compound image transforms. Pattern Recognit. Lett. 29, 1684\u20131693 (2008)","journal-title":"Pattern Recognit. Lett."},{"key":"349_CR23","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, 29\u201344 (2001)","journal-title":"Int. J. Comput. Vis."},{"key":"349_CR24","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/s11263-009-0315-0","volume":"88","author":"M. Crosier","year":"2010","unstructured":"Crosier M., Griffin L.D.: Using basic image features for texture classification. Int. J. Comput. Vis. 88, 447\u2013460 (2010)","journal-title":"Int. J. Comput. Vis."},{"key":"349_CR25","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T. Ojala","year":"2002","unstructured":"Ojala T., Maenpaa T., Pietikainen M.: Multiresolution grayscale and toration invariant texture classification with local library patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24, 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR26","doi-asserted-by":"crossref","first-page":"2032","DOI":"10.1109\/TPAMI.2008.182","volume":"31","author":"M. Varma","year":"2009","unstructured":"Varma M., Zisserman A.: A statistical approach to material classification using image patch exemplars. IEEE Trans. Pattern Anal. Mach. Intell. 31, 2032\u20132047 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2003\/548678","volume":"25","author":"K. Rodenacker","year":"2003","unstructured":"Rodenacker K., Bengtsson E.: A feature set for cytometry on digitized microscopic images. Anal. Cell. Pathol. 25, 1\u201336 (2003)","journal-title":"Anal. Cell. Pathol."},{"key":"349_CR28","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: spatioal pyramid matching for recognizing natural scene categories. In: CVPR, NY, pp. 2169\u20132178 (2006)","DOI":"10.1109\/CVPR.2006.68"},{"key":"349_CR29","volume-title":"Introduction to Statistical Pattern Recognition","author":"K. Fukunaga","year":"1990","unstructured":"Fukunaga K.: Introduction to Statistical Pattern Recognition, 2nd edn. Academic Press, San Diego (1990)","edition":"2"},{"key":"349_CR30","volume-title":"Statistical Learninig Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik V.N.: Statistical Learninig Theory. Wiley-Interscience, New York (1998)"},{"key":"349_CR31","volume-title":"Pattern Classification","author":"R. Duda","year":"2001","unstructured":"Duda R., Hart P., Stork D.: Pattern Classification, 2nd edn. Wiley, New York (2001)","edition":"2"},{"key":"349_CR32","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H. Peng","year":"2005","unstructured":"Peng H., Long F., Ding C.: Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 27, 1226\u20131238 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR33","doi-asserted-by":"crossref","unstructured":"Samaria, F., Harter, A.: Parameterization of a stochastic model for human face identification. In: Second IEEE Workshop on Applications of Computer Vision, Saracota, FL, pp. 138\u2013142 (1994)","DOI":"10.1109\/ACV.1994.341300"},{"key":"349_CR34","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"P.N. Belhumeur","year":"1997","unstructured":"Belhumeur P.N., Hespanha J.P., Kriegman K.J.: Eigenfaces vs. Fisher-face: recognition using class specific linear projection. IEEE Trans. Pattern Anal. Mach. Intell. 19, 711\u2013720 (1997)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR35","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1109\/34.927464","volume":"23","author":"A.S. Georghiades","year":"2001","unstructured":"Georghiades A.S., Belhumeur P.N., Kriegman D.J.: From few to many: illumination cone models for face recognition under variable lighting and pose. IEEE Trans. Pattern Anal. Mach. Intell. 23, 643\u2013660 (2001)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"349_CR36","first-page":"4","volume":"89","author":"A.W.G. Duller","year":"1999","unstructured":"Duller A.W.G., Duller G.A.T., France I., Lanb H.F.: A pollen image database for evaluation of automated identification systems. Quat. Newslett. 89, 4\u20139 (1999)","journal-title":"Quat. Newslett."},{"key":"349_CR37","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1002\/(SICI)1097-0320(19981101)33:3<366::AID-CYTO12>3.0.CO;2-R","volume":"33","author":"M. Boland","year":"1998","unstructured":"Boland M., Markey M., Murphy R.: Automated recognition of patterns characteristic of subsellular structures in florescence microscopy images. Cytometry 33, 366\u2013375 (1998)","journal-title":"Cytometry"},{"key":"349_CR38","doi-asserted-by":"crossref","first-page":"943","DOI":"10.1007\/s11517-008-0380-5","volume":"46","author":"L. Shamir","year":"2008","unstructured":"Shamir L., Macura T., Orlov N., Eckley D.M., Goldberg I.G.: ICBU 2008\u2014a proposed benchmark suite for biological image analysis. Med. Biol. Eng. Comput. 46, 943\u2013947 (2008)","journal-title":"Med. Biol. Eng. Comput."},{"key":"349_CR39","volume-title":"Textures","author":"P. Brodatz","year":"1966","unstructured":"Brodatz P.: Textures. Dover, New York (1966)"},{"key":"349_CR40","doi-asserted-by":"crossref","unstructured":"Chebira, A., Barbotin, Y., Jackson, C., Merryman, T., Srinvasa, G., Murphy, R.F., Kovacevic, J.: A multiresolution approach to automated classification of protein subcellular location images. BMC Bioinformatics 8, 210 (2007)","DOI":"10.1186\/1471-2105-8-210"},{"key":"349_CR41","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1109\/TIT.1962.1057692","volume":"8","author":"M.-K. Hu","year":"1962","unstructured":"Hu M.-K.: Visual pattern recognition by moment invariants. IRE Trans. Inf. Theory 8, 179\u2013187 (1962)","journal-title":"IRE Trans. Inf. Theory"},{"key":"349_CR42","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-93208-3","volume-title":"Algorithms for Graphics and Image Processing","author":"T. Pavlidis","year":"1982","unstructured":"Pavlidis T.: Algorithms for Graphics and Image Processing. Springer, Berlin (1982)"}],"container-title":["Machine Vision and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00138-011-0349-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00138-011-0349-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00138-011-0349-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,6]],"date-time":"2025-03-06T19:47:13Z","timestamp":1741290433000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00138-011-0349-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,6,29]]},"references-count":42,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2012,9]]}},"alternative-id":["349"],"URL":"https:\/\/doi.org\/10.1007\/s00138-011-0349-5","relation":{},"ISSN":["0932-8092","1432-1769"],"issn-type":[{"type":"print","value":"0932-8092"},{"type":"electronic","value":"1432-1769"}],"subject":[],"published":{"date-parts":[[2011,6,29]]}}}