Scene Memory Is More Detailed Than You Think : The Role of Categories in Visual Long-Term Memory

Observers can store thousands of object images in visual long-term memory with high fidelity, but the fidelity of scene representations in long-term memory is not known. Here, we probed scene-representation fidelity by varying the number of studied exemplars in different scene categories and testing memory using exemplar-level foils. Observers viewed thousands of scenes over 5.5 hr and then completed a series of forced-choice tests. Memory performance was high, even with up to 64 scenes from the same category in memory. Moreover, there was only a 2% decrease in accuracy for each doubling of the number of studied scene exemplars. Surprisingly, this degree of categorical interference was similar to the degree previously demonstrated for object memory. Thus, although scenes have often been defined as a superset of objects, our results suggest that scenes and objects may be entities at a similar level of abstraction in visual long-term memory.

[1]  R. Shepard Recognition memory for words, sentences, and pictures , 1967 .

[2]  R. Haber,et al.  Perception and memory for pictures: Single-trial learning of 2500 visual stimuli , 1970 .

[3]  L. Standing Learning 10000 pictures , 1973 .

[4]  L. Standing Learning 10,000 pictures. , 1973, The Quarterly journal of experimental psychology.

[5]  U. Neisser,et al.  Perceptual organization as a determinant of visual recognition memory. , 1974, The American journal of psychology.

[6]  M. Potter Short-term conceptual memory for pictures. , 1976, Journal of experimental psychology. Human learning and memory.

[7]  Eleanor Rosch,et al.  Principles of Categorization , 1978 .

[8]  F. Craik,et al.  Levels of Processing in Human Memory , 1979 .

[9]  B. Tversky,et al.  Categories of environmental scenes , 1983, Cognitive Psychology.

[10]  R. Nosofsky Attention, similarity, and the identification-categorization relationship. , 1986, Journal of experimental psychology. General.

[11]  R. Nosofsky Attention, similarity, and the identification-categorization relationship. , 1986 .

[12]  M. Gluck,et al.  Explaining Basic Categories: Feature Predictability and Information , 1992 .

[13]  Denis Fize,et al.  Speed of processing in the human visual system , 1996, Nature.

[14]  Robert L. Goldstone,et al.  The development of features in object concepts , 1998, Behavioral and Brain Sciences.

[15]  J. Wolfe Visual memory: What do you know about what you saw? , 1998, Current Biology.

[16]  Refractor Vision , 2000, The Lancet.

[17]  M. Chun Scene Perception and Memory , 2003 .

[18]  Wilma Koutstaal,et al.  False recognition of abstract versus common objects in older and younger adults: testing the semantic categorization account. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[19]  A. Hollingworth Constructing visual representations of natural scenes: the roles of short- and long-term visual memory. , 2004, Journal of experimental psychology. Human perception and performance.

[20]  Antonio Torralba,et al.  Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope , 2001, International Journal of Computer Vision.

[21]  Michael S. Ambinder,et al.  Change blindness , 1997, Trends in Cognitive Sciences.

[22]  Abel G. Oliva,et al.  Gist of a scene , 2005 .

[23]  David Melcher,et al.  Accumulation and persistence of memory for natural scenes. , 2006, Journal of vision.

[24]  S. Vogt,et al.  Long-term memory for 400 pictures on a common theme. , 2007, Experimental psychology.

[25]  Aude Oliva,et al.  Visual long-term memory has a massive storage capacity for object details , 2008, Proceedings of the National Academy of Sciences.

[26]  Andrew Hollingworth Visual Memory for Natural Scenes , 2008 .

[27]  Timothy F. Brady,et al.  PSYCHOLOGICAL SCIENCE Research Article Statistical Learning Using Real-World Scenes Extracting Categorical Regularities Without Conscious Intent , 2022 .

[28]  Aude Oliva,et al.  Detecting changes in real-world objects: The relationship between visual long-term memory and change blindness , 2009, Communicative & integrative biology.

[29]  Timothy F. Brady,et al.  Compression in visual working memory: using statistical regularities to form more efficient memory representations. , 2009, Journal of experimental psychology. General.

[30]  Michelle R. Greene,et al.  PSYCHOLOGICAL SCIENCE Research Article The Briefest of Glances The Time Course of Natural Scene Understanding , 2022 .

[31]  Michelle R. Greene,et al.  Recognition of natural scenes from global properties: Seeing the forest without representing the trees , 2009, Cognitive Psychology.

[32]  Timothy F. Brady,et al.  Conceptual Distinctiveness Supports Detailed Visual Long-term Memory for Real-world Objects the Fidelity of Long-term Memory for Visual Information , 2022 .

[33]  George A. Alvarez,et al.  Compression in visual short-term memory: Using statistical regularities to form more efficient memory representations , 2010 .