{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T02:44:36Z","timestamp":1775616276963,"version":"3.50.1"},"reference-count":57,"publisher":"Association for Computing Machinery (ACM)","issue":"4","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Appl. Percept."],"published-print":{"date-parts":[[2006,10]]},"abstract":"<jats:p>Natural scenes constitute a very heterogeneous stimulus class. Each semantic category contains exemplars of varying typicality. It is, therefore, an interesting question whether humans can categorize natural scenes consistently into a relatively small number of categories, such as, coasts, rivers\/lakes, forests, plains, and mountains. This is particularly important for applications, such as, image retrieval systems. Only if typicality is consistently perceived across different individuals, a general image-retrieval system makes sense. In this study, we use psychophysics and computational modeling to gain a deeper understanding of scene typicality. In the first psychophysical experiment, we used a forced-choice categorization task in which each of 250 natural scenes had to be classified into one of the following five categories: coasts, rivers\/lakes, forests, plains, and mountains. In the second experiment, the typicality of each scene had to be rated on a 50-point scale for each of the five categories. The psychophysical results show high consistency between participants not only in the categorization of natural scenes, but also in the typicality ratings. In order to model human perception, we then employ a computational approach that uses an intermediate<jats:italic>semantic modeling step<\/jats:italic>by extracting local semantic concepts, such as, rock, water, and sand. Based on the human typicality ratings, we learn a psychophysically plausible distance measure that leads to a high correlation between the computational and the human ranking of natural scenes. Interestingly, model comparisons without a semantic-modeling step correlated much less with human performance, suggesting that our model is psychophysically very plausible.<\/jats:p>","DOI":"10.1145\/1190036.1190037","type":"journal-article","created":{"date-parts":[[2007,1,16]],"date-time":"2007-01-16T19:38:29Z","timestamp":1168976309000},"page":"333-353","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["A psychophysically plausible model for typicality ranking of natural scenes"],"prefix":"10.1145","volume":"3","author":[{"given":"Adrian","family":"Schwaninger","sequence":"first","affiliation":[{"name":"Max Planck Institute for Biological Cybernetics, T\u00fcbingen, Germany and University of Zurich, Zurich, Switzerland"}]},{"given":"Julia","family":"Vogel","sequence":"additional","affiliation":[{"name":"Max Planck Institute for Biological Cybernetics, T\u00fcbingen, Germany and University of British Columbia, Vancouver, Canada"}]},{"given":"Franziska","family":"Hofer","sequence":"additional","affiliation":[{"name":"University of Zurich, Zurich, Switzerland"}]},{"given":"Bernt","family":"Schiele","sequence":"additional","affiliation":[{"name":"Darmstadt University of Technology, Darmstadt, Germany"}]}],"member":"320","published-online":{"date-parts":[[2006,10]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Multidimensional Models of Perception and Cognition","author":"Ashby F. 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Journal of Experimental Psychology: General 121, 385--393.","journal-title":"Journal of Experimental Psychology: General"},{"key":"e_1_2_1_5_1","first-page":"598","article-title":"Integrating information from separable psychological dimensions","volume":"16","author":"Ashby F. G.","year":"1990","unstructured":"Ashby , F. G. and Maddox , W. T. 1990 . Integrating information from separable psychological dimensions . Journal of Experimental Psychology: Human Perception and Performance 16 , 598 -- 612 . Ashby, F. G. and Maddox, W. T. 1990. Integrating information from separable psychological dimensions. Journal of Experimental Psychology: Human Perception and Performance 16, 598--612.","journal-title":"Journal of Experimental Psychology: Human Perception and Performance"},{"key":"e_1_2_1_6_1","first-page":"50","article-title":"Complex decision rules in categorization: Contrasting novice and experienced performance","volume":"18","author":"Ashby F. G.","year":"1992","unstructured":"Ashby , F. G. and Maddox , W. T. 1992 . Complex decision rules in categorization: Contrasting novice and experienced performance . Journal of Experimental Psychology: Human Perception and Performance 18 , 50 -- 71 . Ashby, F. G. and Maddox, W. T. 1992. Complex decision rules in categorization: Contrasting novice and experienced performance. Journal of Experimental Psychology: Human Perception and Performance 18, 50--71.","journal-title":"Journal of Experimental Psychology: Human Perception and Performance"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1006\/jmps.1993.1023"},{"key":"e_1_2_1_8_1","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1037\/0033-295X.93.2.154","article-title":"Varieties of perceptual independence","volume":"93","author":"Ashby F. G.","year":"1986","unstructured":"Ashby , F. G. and Townsend , J. T. 1986 . Varieties of perceptual independence . Psychological Review 93 , 154 -- 179 . Ashby, F. G. and Townsend, J. T. 1986. Varieties of perceptual independence. Psychological Review 93, 154--179.","journal-title":"Psychological Review"},{"key":"e_1_2_1_9_1","volume-title":"European Conference on Computer Vision ECCV'02","author":"Barnard K.","unstructured":"Barnard , K. , Duygulu , P. , De Freitas , N. , and Forsyth , D . 2002. Object recognition as machine translation---Part 2: Exploiting image data-base clustering models . European Conference on Computer Vision ECCV'02 , Copenhagen, Denmark. Barnard, K., Duygulu, P., De Freitas, N., and Forsyth, D. 2002. Object recognition as machine translation---Part 2: Exploiting image data-base clustering models. European Conference on Computer Vision ECCV'02, Copenhagen, Denmark."},{"key":"e_1_2_1_10_1","volume-title":"Concepts and Conceptual Development: Ecological and Intellectual Factors in Categorization","author":"Barsalou L. W.","unstructured":"Barsalou , L. W. 1987. The instability of graded structure: implications for the nature of concepts . In Concepts and Conceptual Development: Ecological and Intellectual Factors in Categorization , U. Neisser, Ed. Cambridge University Press , Cambridge . 101--140. Barsalou, L. W. 1987. The instability of graded structure: implications for the nature of concepts. In Concepts and Conceptual Development: Ecological and Intellectual Factors in Categorization, U. Neisser, Ed. Cambridge University Press, Cambridge. 101--140."},{"key":"e_1_2_1_11_1","doi-asserted-by":"crossref","first-page":"646","DOI":"10.1016\/0749-596X(85)90051-8","article-title":"Contrasting the representations of scripts and categories","volume":"24","author":"Barsalou L. W.","year":"1985","unstructured":"Barsalou , L. W. and Sewell , D. R. 1985 . Contrasting the representations of scripts and categories . Journal of Memory and Language 24 , 646 -- 665 . Barsalou, L. W. and Sewell, D. R. 1985. Contrasting the representations of scripts and categories. Journal of Memory and Language 24, 646--665.","journal-title":"Journal of Memory and Language"},{"key":"e_1_2_1_12_1","unstructured":"Birnbaum M. H. 1998.Measurement Judgment and Decision Making. Academic Press San Diego CA. Birnbaum M. H. 1998.Measurement Judgment and Decision Making. Academic Press San Diego CA."},{"key":"e_1_2_1_13_1","volume-title":"Nonanalytic concept formation and memory for instances","author":"Brooks L. R.","unstructured":"Brooks , L. R. 1978. Nonanalytic concept formation and memory for instances . In Cognition and Categorization, E. Rosch and B. B. Lloyd, Eds. Lawrence Erlbaum Associates , Hillsdale, NJ . Brooks, L. R. 1978. Nonanalytic concept formation and memory for instances. In Cognition and Categorization, E. Rosch and B. B. Lloyd, Eds. Lawrence Erlbaum Associates, Hillsdale, NJ."},{"key":"e_1_2_1_14_1","doi-asserted-by":"crossref","unstructured":"Bruner J. S. Goodnow J. J. and Austin G. 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Lawrence Erlbaum Associates, Hillsdale, NJ.","edition":"2"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/83.817596"},{"key":"e_1_2_1_18_1","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/BF02310555","article-title":"Coefficient alpha and the internal structure of tests","volume":"16","author":"Cronbach L. J.","year":"1951","unstructured":"Cronbach , L. J. 1951 . Coefficient alpha and the internal structure of tests . Psychometrika , 16 , 297 -- 334 . Cronbach, L. J. 1951. Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297--334.","journal-title":"Psychometrika"},{"key":"e_1_2_1_19_1","volume-title":"Representation and Recognition in Vision","author":"Edelman S.","unstructured":"Edelman , S. 1999. Representation and Recognition in Vision . MIT Press , Cambridge, MA . Edelman, S. 1999. Representation and Recognition in Vision. 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IEEE Computational Vision and Pattern Recognition 524--531. 10.1109\/CVPR.2005.16","DOI":"10.1109\/CVPR.2005.16"},{"key":"e_1_2_1_22_1","volume-title":"Conference on Image and Video Retrieval CIVR '04","author":"Feng S. L.","unstructured":"Feng , S. L. , Manmatha , R. , and Lavrenko , V . 2004. Multiple Bernoulli relevance models for image and video annotation . In Conference on Image and Video Retrieval CIVR '04 , Dublin, Ireland. Feng, S. L., Manmatha, R., and Lavrenko, V. 2004. Multiple Bernoulli relevance models for image and video annotation. In Conference on Image and Video Retrieval CIVR '04, Dublin, Ireland."},{"key":"e_1_2_1_23_1","volume-title":"International Conference on Image Processing ICIP'03","author":"Feng X.","unstructured":"Feng , X. , Fang , J. , and Qiu , G . 2003. Color photo categorization using compressed histograms and support vector machines . In International Conference on Image Processing ICIP'03 , Barcelona, Spain. Feng, X., Fang, J., and Qiu, G. 2003. Color photo categorization using compressed histograms and support vector machines. In International Conference on Image Processing ICIP'03, Barcelona, Spain."},{"key":"e_1_2_1_24_1","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1037\/h0031349","article-title":"Abstraction of visual patterns","volume":"90","author":"Franks J. J.","year":"1971","unstructured":"Franks , J. J. and Bransford , J. D. 1971 . Abstraction of visual patterns . Journal of Experimental Psychology 90 , 65 -- 74 . Franks, J. J. and Bransford, J. D. 1971. Abstraction of visual patterns. Journal of Experimental Psychology 90, 65--74.","journal-title":"Journal of Experimental Psychology"},{"key":"e_1_2_1_25_1","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/S0010-0277(97)00042-5","article-title":"Similarity-based categorization and fuzziness of natural categories","volume":"65","author":"Hampton J. A.","year":"1998","unstructured":"Hampton , J. A. 1998 . Similarity-based categorization and fuzziness of natural categories . Cognition 65 , 137 -- 165 . Hampton, J. A. 1998. Similarity-based categorization and fuzziness of natural categories. Cognition 65, 137--165.","journal-title":"Cognition"},{"key":"e_1_2_1_26_1","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1037\/0033-295X.93.4.411","article-title":"Schema abstraction\u201d in a multiple-trace memory model","volume":"93","author":"Hintzmann D. L.","year":"1986","unstructured":"Hintzmann , D. L. 1986 . \u201c Schema abstraction\u201d in a multiple-trace memory model . Psychological Review 93 , 411 -- 428 . Hintzmann, D. L. 1986. \u201cSchema abstraction\u201d in a multiple-trace memory model. Psychological Review 93, 411--428.","journal-title":"Psychological Review"},{"key":"e_1_2_1_27_1","unstructured":"Jain R. Kasturi R. and Schunck B. 1995. Machine Vision. McGraw-Hill NY. Jain R. Kasturi R. and Schunck B. 1995. Machine Vision. McGraw-Hill NY."},{"key":"e_1_2_1_28_1","doi-asserted-by":"crossref","first-page":"340","DOI":"10.3758\/BF03194935","article-title":"Essentialist to some degree: The structure of natural kind categories","volume":"30","author":"Kalish C. W.","year":"2002","unstructured":"Kalish , C. W. 2002 . Essentialist to some degree: The structure of natural kind categories . Memory & Cognition 30 , 340 -- 352 . Kalish, C. W. 2002. Essentialist to some degree: The structure of natural kind categories. Memory & Cognition 30, 340--352.","journal-title":"Memory & Cognition"},{"key":"e_1_2_1_29_1","volume-title":"Handbook of Psychological Testing","author":"Kline P.","unstructured":"Kline , P. 2000. Handbook of Psychological Testing . London : Routledge . Kline, P. 2000. Handbook of Psychological Testing. London: Routledge."},{"key":"e_1_2_1_30_1","doi-asserted-by":"crossref","first-page":"49","DOI":"10.3758\/BF03211715","article-title":"Comparing decision bound and exemplar models of categorization","volume":"53","author":"Maddox W. T.","year":"1993","unstructured":"Maddox , W. T. and Ashby , F. G. 1993 . Comparing decision bound and exemplar models of categorization . Perception and Psychophysics 53 , 49 -- 70 . Maddox, W. T. and Ashby, F. G. 1993. Comparing decision bound and exemplar models of categorization. Perception and Psychophysics 53, 49--70.","journal-title":"Perception and Psychophysics"},{"key":"e_1_2_1_31_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0010-0285(79)90002-1","article-title":"Decision processes in verifying category membership statements: Implications for models of semantic memory","volume":"11","author":"Mccloskey M.","year":"1979","unstructured":"Mccloskey , M. and Glucksberg , S. 1979 . Decision processes in verifying category membership statements: Implications for models of semantic memory . Cognitive Psychology 11 , 1 -- 37 . Mccloskey, M. and Glucksberg, S. 1979. Decision processes in verifying category membership statements: Implications for models of semantic memory. Cognitive Psychology 11, 1--37.","journal-title":"Cognitive Psychology"},{"key":"e_1_2_1_32_1","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1037\/0033-295X.85.3.207","article-title":"Context theory of classification learning","volume":"85","author":"Medin D. L.","year":"1978","unstructured":"Medin , D. L. and Schaffer , M. M. 1978 . Context theory of classification learning . Psychological Review 85 , 207 -- 238 . Medin, D. L. and Schaffer, M. M. 1978. Context theory of classification learning. 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Journal of Experimental Psychology: General 115, 39--57.","journal-title":"Journal of Experimental Psychology: General"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011139631724"},{"key":"e_1_2_1_38_1","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1037\/h0025953","article-title":"On the genesis of abstract ideas","volume":"77","author":"Posner M. I.","year":"1968","unstructured":"Posner , M. I. and Keele , S. W. 1968 . On the genesis of abstract ideas . Journal of Experimental Psychology 77 , 353 -- 363 . Posner, M. I. and Keele, S. W. 1968. On the genesis of abstract ideas. Journal of Experimental Psychology 77, 353--363.","journal-title":"Journal of Experimental Psychology"},{"key":"e_1_2_1_39_1","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1037\/h0028558","article-title":"Retention of abstract ideas","volume":"83","author":"Posner M. I.","year":"1970","unstructured":"Posner , M. I. and Keele , S. W. 1970 . Retention of abstract ideas . Journal of Experimental Psychology 83 , 304 -- 308 . Posner, M. I. and Keele, S. W. 1970. Retention of abstract ideas. Journal of Experimental Psychology 83, 304--308.","journal-title":"Journal of Experimental Psychology"},{"key":"e_1_2_1_40_1","first-page":"509","article-title":"Short-term conceptual memory for pictures","volume":"2","author":"Potter M. C.","year":"1976","unstructured":"Potter , M. C. 1976 . Short-term conceptual memory for pictures . Journal of Experimental Psychology: Human Learning and Memory , 2 , 5, 509 -- 522 . Potter, M. C. 1976. Short-term conceptual memory for pictures. Journal of Experimental Psychology: Human Learning and Memory, 2, 5, 509--522.","journal-title":"Journal of Experimental Psychology: Human Learning and Memory"},{"key":"e_1_2_1_41_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0022-5371(73)80056-8","article-title":"Semantic distance and the verification of semantic relations","volume":"12","author":"Rips L. J.","year":"1973","unstructured":"Rips , L. J. , Shoben , E. J. , and Smith , E. E. 1973 . Semantic distance and the verification of semantic relations . Journal of Verbal Learning and Verbal Behavior 12 , 1 -- 20 . Rips, L. J., Shoben, E. J., and Smith, E. E. 1973. Semantic distance and the verification of semantic relations. Journal of Verbal Learning and Verbal Behavior 12, 1--20.","journal-title":"Journal of Verbal Learning and Verbal Behavior"},{"key":"e_1_2_1_42_1","volume-title":"SPIE Conference on Human Vision and Electronic Imaging. 576--590","author":"Rogowitz B. E.","unstructured":"Rogowitz , B. E. , Frese , T. , Smith , J. , Bouman , C. A. , and Kalin , E . 1997. Perceptual image similarity experiments . In SPIE Conference on Human Vision and Electronic Imaging. 576--590 . Rogowitz, B. E., Frese, T., Smith, J., Bouman, C. A., and Kalin, E. 1997. Perceptual image similarity experiments. In SPIE Conference on Human Vision and Electronic Imaging. 576--590."},{"key":"e_1_2_1_43_1","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1016\/0010-0285(73)90017-0","article-title":"Natural categories","volume":"4","author":"Rosch E.","year":"1973","unstructured":"Rosch , E. 1973 . Natural categories . Cognitive Psychology 4 , 3, 328 -- 350 . Rosch, E. 1973. Natural categories. Cognitive Psychology 4, 3, 328--350.","journal-title":"Cognitive Psychology"},{"key":"e_1_2_1_44_1","doi-asserted-by":"crossref","first-page":"532","DOI":"10.1016\/0010-0285(75)90021-3","article-title":"Cognitive reference points","volume":"7","author":"Rosch E.","year":"1975","unstructured":"Rosch , E. 1975 . Cognitive reference points . Cognitive Psychology 7 , 4, 532 -- 547 . Rosch, E. 1975. Cognitive reference points. Cognitive Psychology 7, 4, 532--547.","journal-title":"Cognitive Psychology"},{"key":"e_1_2_1_45_1","volume-title":"Studies in Cross-Cultural Psychology","author":"Rosch E.","unstructured":"Rosch , E. 1977. Human categorization . In Studies in Cross-Cultural Psychology , N. Warren, Ed. Academic Press , London . Rosch, E. 1977. Human categorization. In Studies in Cross-Cultural Psychology, N. Warren, Ed. Academic Press, London."},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.895972"},{"key":"e_1_2_1_47_1","doi-asserted-by":"crossref","unstructured":"Smith E. and Medin D. 1981. Categories and Concepts. Harvard University Press Cambridge MA. Smith E. and Medin D. 1981. Categories and Concepts. Harvard University Press Cambridge MA.","DOI":"10.4159\/harvard.9780674866270"},{"key":"e_1_2_1_48_1","doi-asserted-by":"crossref","first-page":"72","DOI":"10.2307\/1412159","article-title":"The proof and measurement of association between two things","volume":"15","author":"Spearman C.","year":"1904","unstructured":"Spearman , C. 1904 . The proof and measurement of association between two things . American Journal of Psychology 15 , 72 -- 101 . Spearman, C. 1904. The proof and measurement of association between two things. American Journal of Psychology 15, 72--101.","journal-title":"American Journal of Psychology"},{"key":"e_1_2_1_49_1","volume-title":"Workshop on Content Based Access of Image and Video Databases","author":"Szummer M.","unstructured":"Szummer , M. and Picard , R. W . 1998. Indoor-outdoor image classification . Workshop on Content Based Access of Image and Video Databases , Bombay, India. Szummer, M. and Picard, R. W. 1998. Indoor-outdoor image classification. Workshop on Content Based Access of Image and Video Databases, Bombay, India."},{"key":"e_1_2_1_50_1","doi-asserted-by":"crossref","first-page":"520","DOI":"10.1038\/381520a0","article-title":"Speed of processing in the human visual system","volume":"381","author":"Thorpe S. J.","year":"1996","unstructured":"Thorpe , S. J. , Fize , D. , and Marlot , C. 1996 . Speed of processing in the human visual system . Nature 381 , 520 -- 522 . Thorpe, S. J., Fize, D., and Marlot, C. 1996. Speed of processing in the human visual system. 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