{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:03:01Z","timestamp":1725494581289},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540767244"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-76725-1_1","type":"book-chapter","created":{"date-parts":[[2007,11,12]],"date-time":"2007-11-12T15:02:53Z","timestamp":1194879773000},"page":"1-12","source":"Crossref","is-referenced-by-count":1,"title":["Learning in Computer Vision: Some Thoughts"],"prefix":"10.1007","author":[{"given":"Maria","family":"Petrou","sequence":"first","affiliation":[]}],"member":"297","reference":[{"key":"1_CR1","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.N.: Support-Vector Networks. Machine Learning Journal\u00a020, 273\u2013297 (1995)","journal-title":"Machine Learning Journal"},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"749","DOI":"10.1109\/34.400565","volume":"17","author":"W.J. Christmas","year":"1995","unstructured":"Christmas, W.J., Kittler, J., Petrou, M.: Structural matching in Computer Vision using Probabilistic Relaxation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a017, 749\u2013764 (1995)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"1_CR3","unstructured":"Devijver, P.A., Kittler, J.: On the edited nearest neighbour rule. In: Proc. 5th Int. Conf. on Pattern Recognition, pp. 72\u201380 (1980)"},{"key":"1_CR4","unstructured":"Guzman, A.: Computer Recognition of three-dimensional objects in a visual scene. Tech. Rep. MAC-TR-59, AI Laboratory, MIT (1968)"},{"key":"1_CR5","unstructured":"Heesch, D., Petrou, M.: Non-Gibbsian Markov Random Fields for object recognition. The British Machine Vision Conference (submitted, 2007)"},{"key":"1_CR6","first-page":"295","volume":"6","author":"D.A. Huffman","year":"1971","unstructured":"Huffman, D.A.: Impossible Objects as Nonsense Sentences. Machine Intelligence\u00a06, 295\u2013323 (1971)","journal-title":"Machine Intelligence"},{"key":"1_CR7","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1109\/TPAMI.1983.4767390","volume":"5","author":"R.A. Hummel","year":"1983","unstructured":"Hummel, R.A., Zucker, S.W.: One the foundations of relaxation labelling process. IEEE Transactions PAMI\u00a05, 267\u2013287 (1983)","journal-title":"IEEE Transactions PAMI"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Kindermann, R., Snell, J.L.: Markov Random Fields and their Applications. First book of the AMS soft-cover series in Contemporary Mathematics, American Mathematical Society (1980)","DOI":"10.1090\/conm\/001"},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"903","DOI":"10.1162\/089976698300017557","volume":"10","author":"Z. Li","year":"1998","unstructured":"Li, Z.: A neural model of contour integration in the primary visual cortex. Neural Computation\u00a010, 903\u2013940 (1998)","journal-title":"Neural Computation"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Li, Z.: Visual segmentation by contextual influences via intra-cortical interactions in the primary visual cortex. Networks:Computation in Neural Systems 10, 187\u2013212","DOI":"10.1088\/0954-898X_10_2_305"},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"1749","DOI":"10.1162\/08997660152469332","volume":"13","author":"Z. Li","year":"2001","unstructured":"Li, Z.: Computational design and nonlinear dynamics of a recurrent network model of the primary visual cortex. Neural Computation\u00a013, 1749\u20131780 (2001)","journal-title":"Neural Computation"},{"key":"1_CR12","volume-title":"Making Decisions","author":"D.V. Lindley","year":"1985","unstructured":"Lindley, D.V.: Making Decisions. John Wiley, Chichester (1985)"},{"key":"1_CR13","unstructured":"Marengoni, M.: Bayesian Networks and Utility Theory for the management of uncertainty and control of algorithms in vision systems. PhD thesis, University of Massachusetts (2002)"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Miller, E.G., Matsakis, N.E., Viola, P.A.: Learning from one example through shared densities on transforms. In: CVPR (2000)","DOI":"10.1109\/CVPR.2000.855856"},{"key":"1_CR15","unstructured":"Nagel, E., Newman, J.R.: G\u00f6del\u2019s Proof. Routledge and Kegan Paul (1959) ISBN: 0710070780"},{"key":"1_CR16","volume-title":"Probabilistic reasoning in intelligent systems: Networks of plausible inference","author":"J. Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic reasoning in intelligent systems: Networks of plausible inference. Morgan Kaufmann Publishers Inc., San Francisco (1988)"},{"key":"1_CR17","unstructured":"Petrou, M., Tabacchi, M., Piroddi, R.: Networks of ideas and concepts. IEEE Transactions of Man Machine and Cybernetics (submitted, 2007)"},{"key":"1_CR18","doi-asserted-by":"crossref","DOI":"10.1002\/047003534X","volume-title":"Image Processing, Dealing with Texture","author":"M. Petrou","year":"2006","unstructured":"Petrou, M., Garcia Sevilla, P.: Image Processing, Dealing with Texture. Wiley, Chichester (2006)"},{"key":"1_CR19","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-017-3217-8","volume-title":"Ten lectures on Statistical and Structural Pattern Recognition, ch. 10","author":"B.D. Schlesinger","year":"2002","unstructured":"Schlesinger, B.D., Hlavac, V.: Ten lectures on Statistical and Structural Pattern Recognition, ch. 10. Kluwer Academic Publishers, Dordrecht, The Netherlands (2002)"},{"key":"1_CR20","doi-asserted-by":"publisher","first-page":"901","DOI":"10.1142\/S021800149800049X","volume":"12","author":"A. Stassopoulou","year":"1998","unstructured":"Stassopoulou, A., Petrou, M.: Obtaining the correspondence between Bayesian and Neural Networks. International Journal of Pattern Recognition and Artificial Intelligence\u00a012, 901\u2013920 (1998)","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"key":"1_CR21","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1023\/A:1008218126123","volume":"9","author":"A.J. Stoddart","year":"1998","unstructured":"Stoddart, A.J., Petrou, M., Kittler, J.: On the foundations of Probabilistic Relaxation with product support. Journal of Mathematical Imaging and Vision\u00a09, 29\u201348 (1998)","journal-title":"Journal of Mathematical Imaging and Vision"},{"key":"1_CR22","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1016\/j.tics.2006.05.009","volume":"10","author":"J.B. Tenenbaum","year":"2006","unstructured":"Tenenbaum, J.B., Griffiths, T.L., Kemp, C.: Theory-based Bayesian models of inductive learning and reasoning. Trends in Cognitive Sciences\u00a010, 309\u2013318 (2006)","journal-title":"Trends in Cognitive Sciences"},{"key":"1_CR23","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1162\/153244302760185243","volume":"2","author":"S. Tong","year":"2001","unstructured":"Tong, S., Koller, D.: Support Vector Machine active learning with applications to text classification. Journal of Machine Learning Research\u00a02, 45\u201366 (2001)","journal-title":"Journal of Machine Learning Research"},{"key":"1_CR24","volume-title":"Expert Systems Handbook: An Assessment of Technology and Applications","author":"T.C. Walker","year":"1990","unstructured":"Walker, T.C., Miller, R.K.: Expert Systems Handbook: An Assessment of Technology and Applications. Prentice-Hall, Englewood Cliffs (1990)"},{"key":"1_CR25","first-page":"19","volume-title":"The Psychology of Computer Vision","author":"D. Waltz","year":"1975","unstructured":"Waltz, D.: Understanding line drawings of scenes with shadows. In: Winstone, P. (ed.) The Psychology of Computer Vision, pp. 19\u201391. McGraw-Hill, New York (1975), http:\/\/www.rci.rutgers.edu\/~cfs\/305_html\/Gestalt\/Waltz2.html"},{"key":"1_CR26","unstructured":"Winston, P.H.: Learning structural descriptions from examples. The psychology of computer vision, 157\u2013209 (1975)"},{"key":"1_CR27","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/S0020-7373(76)80001-6","volume":"8","author":"L.H. Zadeh","year":"1976","unstructured":"Zadeh, L.H.: A fuzzy algorithmic approach to the definition of complex or imprecise concepts. Int. J. Man-Machine Studies\u00a08, 249\u2013291 (1976)","journal-title":"Int. J. Man-Machine Studies"},{"key":"1_CR28","unstructured":"http:\/\/www.emtech.net\/learning_theories.htm"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-76725-1_1.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T10:36:24Z","timestamp":1619519784000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-76725-1_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540767244"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-76725-1_1","relation":{},"subject":[]}}