{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T17:36:27Z","timestamp":1779384987728,"version":"3.53.1"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319685595","type":"print"},{"value":"9783319685601","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68560-1_31","type":"book-chapter","created":{"date-parts":[[2017,10,12]],"date-time":"2017-10-12T12:28:21Z","timestamp":1507811301000},"page":"345-356","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Histological Image Analysis by Invariant Descriptors"],"prefix":"10.1007","author":[{"given":"Cecilia","family":"Di Ruberto","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Loddo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lorenzo","family":"Putzu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,10,13]]},"reference":[{"issue":"9","key":"31_CR1","doi-asserted-by":"publisher","first-page":"943","DOI":"10.1007\/s11517-008-0380-5","volume":"46","author":"L Shamir","year":"2008","unstructured":"Shamir, L., Orlov, N., Eckley, D.M., Macura, T., Goldberg, I.G.: A proposed benchmark suite for biological image analysis. Med. Biol. Eng. Comput. 46(9), 943\u2013947 (2008)","journal-title":"Med. Biol. Eng. Comput."},{"issue":"3","key":"31_CR2","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1109\/TITB.2003.813794","volume":"7","author":"SA Karkanis","year":"2003","unstructured":"Karkanis, S.A., Iakovidis, D.K., Maroulis, D.E., Karras, D.A., Tzivras, M.: Computer-aided tumor detection in endoscopic video using colour wavelet features. IEEE Trans. Inf. Technol. BioMed. 7(3), 141\u2013152 (2003)","journal-title":"IEEE Trans. Inf. Technol. BioMed."},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1007\/978-3-540-93860-6_70","volume-title":"Bildverarbeitung f\u00fcr die Medizin 2009. Informatik aktuell","author":"S Ameling","year":"2009","unstructured":"Ameling, S., Wirth, S., Paulus, D., Lacey, G., Vilarino, F.: Texture-based polyp detection in colonoscopy. In: Meinzer, H.P., Deserno, T.M., Handels, H., Tolxdorff, T. (eds.) Bildverarbeitung f\u00fcr die Medizin 2009. Informatik aktuell, pp. 346\u2013350. Springer, Heidelberg (2009)"},{"issue":"2","key":"31_CR4","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1109\/TIT.1962.1057692","volume":"8","author":"MK Hu","year":"1962","unstructured":"Hu, M.K.: Visual pattern recognition by moment invariants. IRE Trans. Inf. Theory 8(2), 179\u2013187 (1962)","journal-title":"IRE Trans. Inf. Theory"},{"issue":"7","key":"31_CR5","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1016\/0167-8655(94)90069-8","volume":"15","author":"M Tuceryan","year":"1994","unstructured":"Tuceryan, M.: Moment based texture segmentation. Pattern Recogn. Lett. 15(7), 659\u2013668 (1994)","journal-title":"Pattern Recogn. Lett."},{"issue":"1","key":"31_CR6","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/34.273714","volume":"16","author":"J Bigun","year":"1994","unstructured":"Bigun, J.: N-folded symmetrics by complex moments in Gabor space and their application to unsupervised texture segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 16(1), 80\u201387 (1994)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"9","key":"31_CR7","doi-asserted-by":"publisher","first-page":"1357","DOI":"10.1109\/83.941859","volume":"10","author":"R Mukundan","year":"2001","unstructured":"Mukundan, R., Ong, S.H., Lee, P.A.: Image analysis by Tchebichef moment. IEEE Trans. Image Process. 10(9), 1357\u20131364 (2001)","journal-title":"IEEE Trans. Image Process."},{"issue":"11","key":"31_CR8","doi-asserted-by":"publisher","first-page":"1367","DOI":"10.1109\/TIP.2003.818019","volume":"12","author":"PT Yap","year":"2003","unstructured":"Yap, P.T., Raveendran, P., Ong, S.H.: Image analysis by Krawtchouk moments. IEEE Trans. Image Process. 12(11), 1367\u20131377 (2003)","journal-title":"IEEE Trans. Image Process."},{"issue":"8","key":"31_CR9","doi-asserted-by":"publisher","first-page":"920","DOI":"10.1364\/JOSA.70.000920","volume":"70","author":"MR Teague","year":"1980","unstructured":"Teague, M.R.: Image analysis via the general theory of moments. J. Opt. Soc. Am. 70(8), 920\u2013930 (1980)","journal-title":"J. Opt. Soc. Am."},{"key":"31_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1007\/11553595_26","volume-title":"Image Analysis and Processing \u2013 ICIAP 2005","author":"C Di Ruberto","year":"2005","unstructured":"Di Ruberto, C., Morgera, A.: A comparison of 2-D moment-based description techniques. In: Roli, F., Vitulano, S. (eds.) ICIAP 2005. LNCS, vol. 3617, pp. 212\u2013219. Springer, Heidelberg (2005). doi:10.1007\/11553595_26"},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Di Ruberto, C., Morgera, A.: Moment-based techniques for image retrieval. In: 19th International Workshop on Database and Expert Systems Applications, pp. 155\u2013159 (2008)","DOI":"10.1109\/DEXA.2008.73"},{"key":"31_CR12","doi-asserted-by":"publisher","first-page":"890","DOI":"10.1155\/S1110865703305128","volume":"9","author":"J Haddadnia","year":"2003","unstructured":"Haddadnia, J., Ahmadi, M., Faez, K.: An efficient feature extraction method with pseudo-Zernike moment in RBF neural network-based human face recognition system. J. Appl. Signal Process. 9, 890\u2013901 (2003)","journal-title":"J. Appl. Signal Process."},{"key":"31_CR13","doi-asserted-by":"crossref","unstructured":"Hosny, K.M., Papakostas, G.A., Koulouriotis, D.E.: Accurate reconstruction of noisy medical images using orthogonal moments. In: 18th International Conference on Digital Signal Processing (DSP), pp. 1\u20136, 1\u20133 July 2013","DOI":"10.1109\/ICDSP.2013.6622675"},{"issue":"4","key":"31_CR14","doi-asserted-by":"publisher","first-page":"687","DOI":"10.18520\/cs\/v110\/i4\/687-691","volume":"110","author":"B Vijayalakshmi","year":"2016","unstructured":"Vijayalakshmi, B., Bharathi, V.S.: Classification of CT liver images using local binary pattern with Legendre moments. Curr. Sci. 110(4), 687 (2016)","journal-title":"Curr. Sci."},{"key":"31_CR15","unstructured":"Wu, K., Garnier, C., Coatrieux, J.L.: A preliminary study of moment-based texture analysis for medical images. In: 32nd Annual International Conference of the IEEE EMBS, pp. 5581\u20135584 (2010)"},{"issue":"3","key":"31_CR16","doi-asserted-by":"publisher","first-page":"2540","DOI":"10.1016\/j.eswa.2009.08.003","volume":"37","author":"Z Iscan","year":"2010","unstructured":"Iscan, Z., Dokur, Z., Olmez, T.: Tumor detection by using Zernike moments on segmented magnetic resonance brain images. Expert Syst. Appl. 37(3), 2540\u20132549 (2010)","journal-title":"Expert Syst. Appl."},{"key":"31_CR17","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1016\/j.compbiomed.2011.06.009","volume":"41","author":"A Tahmasbi","year":"2001","unstructured":"Tahmasbi, A., Saki, F., Shokouhi, S.B.: Classification of benign and malignant masses based on Zernike moments. Comput. Biol. Med. 41, 726\u2013735 (2001)","journal-title":"Comput. Biol. Med."},{"issue":"3","key":"31_CR18","doi-asserted-by":"publisher","first-page":"728","DOI":"10.1016\/j.eswa.2007.07.020","volume":"35","author":"E Dogantekin","year":"2008","unstructured":"Dogantekin, E., Yilmaz, M., Dogantekin, A., Avci, E., Sengur, A.: A robust technique based on invariant moments - ANFIS for recognition of human parasite eggs in microscopic images. Expert Syst. Appl. 35(3), 728\u2013738 (2008)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"31_CR19","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.cmpb.2009.01.008","volume":"95","author":"W Liyun","year":"2009","unstructured":"Liyun, W., Hefei, L., Fuhao, Z., Zhengding, L., Zhendi, W.: Spermatogonium image recognition using Zernike moments. Comput. Methods Progra. Biomed. 95(1), 10\u201322 (2009)","journal-title":"Comput. Methods Progra. Biomed."},{"key":"31_CR20","doi-asserted-by":"crossref","unstructured":"Oujaoura, M., Minaoui, B., Fakir, M.: Image annotation by moments. In: Papakostas, G.A. (ed.) Moments and Moment Invariants - Theory and Applications, vol. 1, no. 10, pp. 227\u2013252. Science Gate Publishing (2014)","DOI":"10.15579\/gcsr.vol1.ch10"},{"issue":"6","key":"31_CR21","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"RM Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 3(6), 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"issue":"9","key":"31_CR22","doi-asserted-by":"publisher","first-page":"2367","DOI":"10.1016\/j.patcog.2006.12.004","volume":"40","author":"A Gelzinis","year":"2007","unstructured":"Gelzinis, A., Verikas, A., Bacauskiene, M.: Increasing the discrimination power of the co-occurrence matrix-based features. Pattern Recogn. 40(9), 2367\u20132372 (2007)","journal-title":"Pattern Recogn."},{"issue":"1","key":"31_CR23","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1142\/S0218001403002228","volume":"17","author":"R Walker","year":"2003","unstructured":"Walker, R., Jackway, P., Longstaff, D.: Genetic algorithm optimization of adaptive multi-scale GLCM features. Int. J. Pattern Recogn. Artif. Intell. 17(1), 17\u201339 (2003)","journal-title":"Int. J. Pattern Recogn. Artif. Intell."},{"key":"31_CR24","doi-asserted-by":"crossref","unstructured":"Chen, S., Chengdong, W., Chen, D., Tan, W.: Scene classification based on gray level-gradient co-occurrence matrix in the neighborhood of interest points. In: IEEE International Conference on Intelligent Computing and Intelligent Systems, pp. 482\u2013485 (2009)","DOI":"10.1109\/ICICISYS.2009.5357627"},{"issue":"16","key":"31_CR25","first-page":"64","volume":"4","author":"M Benco","year":"2007","unstructured":"Benco, M., Hudec, R.: Novel method for colour textures features extraction based on GLCM. Radioengineering 4(16), 64\u201367 (2007)","journal-title":"Radioengineering"},{"key":"31_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-20904-3_1","volume-title":"Computer Vision Systems","author":"C Di Ruberto","year":"2015","unstructured":"Di Ruberto, C., Fodde, G., Putzu, L.: Comparison of statistical features for medical colour image classification. In: Nalpantidis, L., Kr\u00fcger, V., Eklundh, J.-O., Gasteratos, A. (eds.) ICVS 2015. LNCS, vol. 9163, pp. 3\u201313. Springer, Cham (2015). doi:10.1007\/978-3-319-20904-3_1"},{"key":"31_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/978-3-319-23192-1_40","volume-title":"Computer Analysis of Images and Patterns","author":"C Di Ruberto","year":"2015","unstructured":"Di Ruberto, C., Fodde, G., Putzu, L.: On different colour spaces for medical colour image classification. In: Azzopardi, G., Petkov, N. (eds.) CAIP 2015. LNCS, vol. 9256, pp. 477\u2013488. Springer, Cham (2015). doi:10.1007\/978-3-319-23192-1_40"},{"key":"31_CR28","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/0031-3203(95)00067-4","volume":"29","author":"T Ojala","year":"1996","unstructured":"Ojala, T., Pietik\u00e4inen, M., Harwood, D.: A comparative study of texture measures with classification based on feature distributions. Pattern Recogn. 29, 51\u201359 (1996)","journal-title":"Pattern Recogn."},{"issue":"7","key":"31_CR29","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"31_CR30","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.artmed.2011.04.010","volume":"52","author":"A Cruz-Roa","year":"2011","unstructured":"Cruz-Roa, A., Caicedo, J.C., Gonz\u00e1lez, F.A.: Visual pattern mining in histology image collections using bag of features. J. Artif. Intell. Med. 52, 91\u2013106 (2011)","journal-title":"J. Artif. Intell. Med."},{"key":"31_CR31","unstructured":"Jantzen, J., Dounias, G.: Analysis of pap-smear data. In: NISIS 2006, Puerto de la Cruz, Tenerife, Spain (2006)"},{"issue":"11","key":"31_CR32","doi-asserted-by":"publisher","first-page":"e201","DOI":"10.1371\/journal.pgen.0030201","volume":"3","author":"JM Zahn","year":"2007","unstructured":"Zahn, J.M., Poosala, S., Owen, A.B., Ingram, D.K., Lustig, A., Carter, A., Becker, K.G., et al.: AGEMAP: a gene expression database for aging in mice. PLoS Genet. 3(11), e201 (2007)","journal-title":"PLoS Genet."}],"container-title":["Lecture Notes in Computer Science","Image Analysis and Processing - ICIAP 2017"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68560-1_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T10:53:36Z","timestamp":1750935216000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-68560-1_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319685595","9783319685601"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68560-1_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"13 October 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIAP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Image Analysis and Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Catania","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iciap2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iciap2017.com","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}