Intrinsic and extrinsic effects on image memorability

Attneave, 1959 Bainbridge, 2013, The intrinsic memorability of face images, Journal of Experimental Psychology: General, 142, 1323, 10.1037/a0033872 Bartlett, 1984, Typicality and familiarity of faces, Memory & Cognition, 12, 219, 10.3758/BF03197669 Borji, 2014, Defending Yarbus: Eye movements reveal observers’ task, Journal of Vision, 14, 1, 10.1167/14.3.29 Borkin, M., Vo, A., Bylinskii, Z., Isola, P., Sunkavalli, S., Oliva, A. et al. (2013). What Makes a Visualization Memorable? In: IEEE Transactions on Visualization and Computer Graphics (Infovis). Brady, 2011, A review of visual memory capacity: Beyond individual items and toward structured representations, Journal of Vision, 11, 1, 10.1167/11.5.4 K. Brodersen, C. Ong, K. Stephan, J. Buhmann, The balanced accuracy and its posterior distribution, in: International Conference on Pattern Recognition (ICPR), 2010. Bruce, 1994, What’s distinctive about a distinctive face?, The Quarterly Journal of Experimental Psychology, 47, 119, 10.1080/14640749408401146 Bulling, A., & Roggen, D. (2011). Recognition of visual memory recall processes using eye movement analysis. In International joint conference on pervasive and ubiquitous computing (UbiComp). Busey, 2001, Formal models of familiarity and memorability in face recognition Chun, 2007, Interactions between attention and memory, Current Opinion in Neurobiology, 17, 177, 10.1016/j.conb.2007.03.005 Curby, 2009, A visual short-term memory advantage for objects of expertise, Journal of Experimental Psychology: Human Perception and Performance, 35, 94 Eysenck, 1979, Depth, elaboration, and distinctiveness Foulsham, 2008, What can saliency models predict about eye movements? Fixations during encoding and recognition, Journal of Vision, 8, 1, 10.1167/8.2.6 Glanzer, 2010, The mirror effect in recognition memory: Data and theory, Journal of Experimental Psychology: Learning, Memory, and Cognition, 16, 5 Greene, 2012, Reconsidering Yarbus: A failure to predict observers’ task from eye movement patterns, Vision Research, 62, 1, 10.1016/j.visres.2012.03.019 Herzmann, 2011, Experts memory: An ERP study of perceptual expertise effects on encoding and recognition, Memory & Cognition, 39, 412, 10.3758/s13421-010-0036-1 Hunt, 2006 Ihler, A., & Mandel, M. (2014). Kernel density estimation toolbox for MATLAB (R13). <http://www.ics.uci.edu/ihler/code/kde.html> (accessed: 2014-07-21). Isola, P., Xiao, J., Torralba, A., & Oliva, A. (2011). What makes an image memorable? In IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Isola, P., Parikh, D., Torralba, A., & Oliva, A. (2011). Understanding the Intrinsic Memorability of Images. In Conference on Neural Information Processing Systems (NIPS). Isola, 2014, What makes a photograph memorable?, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 36, 1469, 10.1109/TPAMI.2013.200 Jacoby, 1991, A process dissociation framework: Separating automatic from intentional uses of memory, Journal of Memory and Language, 30, 513, 10.1016/0749-596X(91)90025-F Khosla, A., Xiao, J., Isola, P., Torralba, A., & Oliva, A. (2012). Image memorability and visual inception. In SIGGRAPH Asia Technical Briefs. Khosla, A., Xiao, J., Torralba, A., & Oliva, A. (2012) Memorability of image regions. In Conference on Neural Information Processing Systems (NIPS). A. Khosla, A., Bainbridge, W. A., Torralba, A. & Oliva, A. (2013). Modifying the memorability of face photographs. In International Conference on Computer Vision (ICCV). Konkle, 2010, Conceptual distinctiveness supports detailed visual long-term memory for real-world objects, Journal of Experimental Psychology: General, 139, 558, 10.1037/a0019165 Krizhevsky, A., Sutskever, I., & Hinton, G. E. (2012). ImageNet classification with deep convolutional neural networks. In Conference on neural information processing systems (NIPS). Mancas, M., & Le Meur, O. (2013). Memorability of natural scene: The role of attention. In IEEE international conference on image processing (ICIP). Mandler, 2008, Familiarity breeds attempts: A critical review of dual-process theories of recognition, Perspectives on Psychological Science, 3, 390, 10.1111/j.1745-6924.2008.00087.x McGaugh, 1966, Time-dependent processes in memory storage, Science, 153, 1351, 10.1126/science.153.3742.1351 Nairne, 2006, Modeling distinctiveness: Implications for general memory theory Noton, 1971, Scanpaths in saccadic eye movements while viewing and recognizing patterns, Vision Research, 11, 929, 10.1016/0042-6989(71)90213-6 Oliva, 2001, Modeling the shape of the scene: A holistic representation of the spatial envelope, International Journal of Computer Vision (IJCV), 42, 145, 10.1023/A:1011139631724 Rawsona, 2008, How does knowledge promote memory? Skilled memory, Journal of Memory and Language, 58, 646, 10.1016/j.jml.2007.08.004 Razavian, A. S., Azizpour, H., Sullivan, J. & Carlsson, S. (2014). CNN features off-the-shelf: An astounding baseline for recognition. In IEEE conference on computer vision and pattern recognition (CVPR) workshops. Ross, J., Irani, L., Silberman, M. S., Zaldivar, A., & Tomlinson, B. (2010). Who are the crowdworkers?: Shifting demographics in mechanical turk. CHI EA ’10. ACM, pp. 2863–2872. Schmidt, 1985, Encoding and retrieval processes in the memory for conceptually distinctive events, Journal of Experimental Psychology: Learning, Memory, Cognition, 11, 565 Seiffert, 2010, RUSBoost: A hybrid approach to alleviating class imbalance, IEEE Transactions on Systems, Man, and Cybernetics, 40, 185, 10.1109/TSMCA.2009.2029559 Standing, 1973, Learning 10,000 pictures, The Quarterly Journal of Experimental Psychology, 25, 207, 10.1080/14640747308400340 Tatler, 2010, Yarbus, eye movements, and vision, i-Perception, 1, 7, 10.1068/i0382 Tuckey, 2003, The influence of schemas, stimulus ambiguity, and interview schedule on eyewitness memory over time, Journal of Experimental Psychology: Applied, 9, 101 Valentine, 1991, A unified account of the effects of distinctiveness, inversion, and race in face recognition, The Quarterly Journal of Experimental Psychology, 43, 161, 10.1080/14640749108400966 Vicente, 1998, An ecological theory of expertise effects in memory recall, Psychological Review, 105, 33, 10.1037/0033-295X.105.1.33 Vogt, 2007, Long-term memory for 400 pictures on a common theme, Experimental Psychology, 54, 298, 10.1027/1618-3169.54.4.298 Vokey, 1992, Familiarity, memorability, and the effect of typicality on the recognition of faces, Memory Cognition, 20, 291, 10.3758/BF03199666 von Restorff, 1933, Bereichsbildungen im Spurenfeld, Psychologische Forschung, 18, 299, 10.1007/BF02409636 Walker, 1997, Autobiographical memory: Unpleasantness fades faster than pleasantness over time, Applied Cognitive Psychology, 11, 399, 10.1002/(SICI)1099-0720(199710)11:5<399::AID-ACP462>3.0.CO;2-E Wiseman, 1974, Perceptual organization as a determinant of visual recognition memory, The American Journal of Psychology, 87, 675, 10.2307/1421974 Xiao, J., Hayes, J., Ehinger, K., Oliva, A., & Torralba, A. (2010). SUN database: Large-scale scene recognition from Abbey to Zoo. In IEEE conference on computer vision and pattern recognition (CVPR). Yarbus, 1967 Zhou, B., Lapedriza, A. Xiao, J., Torralba, A.& Oliva, A. (2014). Learning deep features for scene recognition using places database. In Conference on Neural Information Processing Systems (NIPS). Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., & Torralba, A. (2015). Object detectors emerge in deep scene CNNs. arXiv:1412.6856.