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“In this section, we report some preliminary positive results that we obtained modeling the subjective contour effect in visual inference [63] using these circuits.”
From Towards a mathematical theory of cortical micro-circuits (2009) · cites this paper as [63]
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Seibert, M. C., & Waxman, A. M. (1989) · Neural Networks · doi:10.1016/0893-6080(89)90012-9 · Cited by 47
Faces, Vases, Subjective Contours, and the McCollough Effect
Meyer, G. E., & Phillips, D. (1980) · Perception · doi:10.1068/p090603 · Cited by 47
The structure of experience, the nature of the visual, and type 2 blindsight
Macpherson, F. (2014) · Consciousness and Cognition · doi:10.1016/j.concog.2014.10.011 · Cited by 46
Perceptual grouping ability in Williams syndrome: evidence for deviant patterns of performance
Farran, E. K. (2004) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2004.09.001 · Cited by 46
Predictive coding feedback results in perceived illusory contours in a recurrent neural network
Pang, Z., O’May, C. B., Choksi, B., & VanRullen, R. (2021) · Neural Networks · doi:10.1016/j.neunet.2021.08.024 · Cited by 44
“Figure 1 shows an example of Kanizsa illusory contour (or subjective contour) [1, 2].”
BackgroundImpaired early visual response modulations to spatial information in chronic schizophrenia
Knebel, J., Javitt, D. C., & Murray, M. M. (2011) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.02.006 · Cited by 45
The Gestalt problem in quantum theory: Generation of molecular shape by the environment
Amann, A. (1993) · Synthese · doi:10.1007/bf01255834 · Cited by 47
Masking by object substitution: Dissociation of masking and cuing effects.
Neill, W. T., Hutchison, K. A., & Graves, D. F. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.28.3.682 · Cited by 45
“Furthermore, there is a subjective impression of enhanced brightness of the area within the square, very similar to the brightness enhancement that occurs within illusory contours or subjective contours resulting from long-duration inducing elements (Coren, 1972; Kanizsa, 1976; Petry & Meyer, 1987; Purghe & Coren, 199…”
BackgroundNetwork snakes: graph-based object delineation with active contour models
Butenuth, M., & Heipke, C. (2010) · Machine Vision and Applications · doi:10.1007/s00138-010-0294-8 · Cited by 40
“The technique can also be regarded as a method to delineate subjective contours or surfaces [16], i.”
Numerosity underestimation in sets with illusory contours
Kirjakovski, A., & Matsumoto, E. (2016) · Vision Research · doi:10.1016/j.visres.2016.03.005 · Cited by 44
Johnson, S. G. B., Rajeev-Kumar, G., & Keil, F. C. (2016) · Cognitive Psychology · doi:10.1016/j.cogpsych.2016.06.004 · Cited by 36
Illusory sound texture reveals multi-second statistical completion in auditory scene analysis
McWalter, R., & McDermott, J. H. (2019) · Nature Communications · doi:10.1038/s41467-019-12893-0 · Cited by 44
The development of contour interpolation: Evidence from subjective contours
Hadad, B., Maurer, D. M., & Lewis, T. L. (2010) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2010.02.003 · Cited by 43
McMains, S. A., & Kästner, S. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21391 · Cited by 40
“Consider the Kanizsa (1976) illusion, where four circular “Pac-Man” elements (i.e., inducers) are aligned to form an illusory square (Figure 1A).”
BackgroundThe Determinants of Illusory-Contour Perception
Halpern, D. F. (1981) · Perception · doi:10.1068/p100199 · Cited by 41
Smith, C. S. (2008) · Studies in natural language and linguistic theory · doi:10.1007/978-1-4020-8354-9_10 · Cited by 40
Illusory Volumes from Conformation
Tse, P. U. (1998) · Perception · doi:10.1068/p270977 · Cited by 37
Contour interpolation: A case study in Modularity of Mind
Keane, B. P. (2018) · Cognition · doi:10.1016/j.cognition.2018.01.008 · Cited by 38
Skeletal representations of shape in human vision: Evidence for a pruned medial axis model
Ayzenberg, V., Chen, Y., Yousif, S. R., & Lourenco, S. F. (2019) · Journal of Vision · doi:10.1167/19.6.6 · Cited by 37
“Classic work on illusory shapes suggests that shape perception can take place without real contours (Kanizsa, 1976).”
Altschuler, T. S., Molholm, S., Russo, N. N., Snyder, A. C., Brandwein, A. B., Blanco, D., & Foxe, J. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.051 · Cited by 38
“Using illusory contour (IC) stimuli, first described by Schumann (1900) and subsequently by Kanizsa (1976), a well-studied stimulus class whose processing time-course in humans has been carefully detailed using visually-evoked potentials (VEPs) (e.g., Foxe et al., 2005; Murray et al., 2002), we…”
BackgroundMethodInfluentialStereopsis and the perception of anomalous contours
Hamsher, K. D. S. (1978) · Neuropsychologia · doi:10.1016/0028-3932(78)90068-4 · Cited by 38
Global and local visual processing in autism: An objective assessment approach
Nayar, K., Voyles, A. C., Kiorpes, L., & Martino, A. D. (2017) · Autism Research · doi:10.1002/aur.1782 · Cited by 40
“Kanizsa illusory contours (KICs) [Kanizsa, 1976] provide an alternative objective approach to assess global/ local visual perception.”
BackgroundWatanabe, T., & Oyama, T. (1988) · Perception · doi:10.1068/p170513 · Cited by 37
Lee, R., & LIU, J. N. K. (1999) · International Journal of Pattern Recognition and Artificial Intelligence · doi:10.1142/s0218001499000719 · Cited by 37
Coloured Illusory Triangles Due to Assimilation
Ware, C. (1980) · Perception · doi:10.1068/p090103 · Cited by 37
Non-Attended Representations are Perceptual Rather than Unconscious in Nature
Vandenbroucke, A. R. E., Sligte, I. G., Fahrenfort, J. J., Ambroziak, K. B., & Lamme, V. A. F. (2012) · PLoS ONE · doi:10.1371/journal.pone.0050042 · Cited by 36
Oscillatory Correlates of Visual Consciousness
Gallotto, S., Sack, A. T., Schuhmann, T., & de Graaf, T. A. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01147 · Cited by 41
“A famous example is the Kanizsa triangle (Kanizsa, 1976): one perceives triangle-contours, even though lines delineating the sides of the triangle – which usually cause the conscious triangle percept – are missing from the image.”
BackgroundComputational Neural Models of Spatial Integration in Perceptual Grouping
Heiko Neumann, B., & Mingolla, E. (2001) · Advances in psychology · doi:10.1016/s0166-4115(01)80032-7 · Cited by 35
Smith, C. S. (2009) · Studies in linguistics and philosophy · doi:10.1007/978-90-481-2617-0_3 · Cited by 36
Wade, N. J. (1978) · Perception · doi:10.1068/p070021 · Cited by 35
Development of Illusory-Contour Perception in Infants
Curran, W. J., Braddick, O., Atkinson, J., et al. (1999) · Perception · doi:10.1068/p2845 · Cited by 35
Avoiding explosive search in automatic selection of simplest pattern codes
van der Helm, P. A., & Leeuwenberg, E. L. J. (1986) · Pattern Recognition · doi:10.1016/0031-3203(86)90022-1 · Cited by 35
Amodal completion as a basis for illusory contours
Day, R. H., & Kasperczyk, R. T. (1983) · Perception & Psychophysics · doi:10.3758/bf03205882 · Cited by 34
On the nature of inducing forms generating perceptions of illusory contours
Prazdny, K. (1985) · Perception & Psychophysics · doi:10.3758/bf03207570 · Cited by 34
Seeing without knowing: task relevance dissociates between visual awareness and recognition
Eitam, B., Shoval, R., & Yeshurun, Y. (2015) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12673 · Cited by 30
Visual field and task influence illusory figure responses
Bakar, A. A., Liu, L., Conci, M., Elliott, M. A., & Ioannides, A. A. (2007) · Human Brain Mapping · doi:10.1002/hbm.20464 · Cited by 32
“Kanizsa illusory figures (IF) [Kanizsa, 1955, 1976] demonstrate the capability of the visual system to integrate *Correspondence to: Afiza Abu Bakar, Laboratory for Human Brain Dynamics, RIKEN Brain Science Institute, 2-1 Hirosawa, Wako-shi, Saitama, Japan 351-0198.”
BackgroundNeuronal response to texture- and contrast-defined boundaries in early visual cortex
SONG, Y., & Baker, C. L. (2007) · Visual Neuroscience · doi:10.1017/s0952523807070113 · Cited by 31
“They were primarily designed to handle occlusion boundaries ~Heitger et al., 1992! and a broader variety of types of ICs, such as “pac-man” type figures ~Kanizsa, 1976! that span relatively large distances between inducers ~for review, see Neumann & Mingolla, 2001!.”
BackgroundIllusory contours and specific regions of human extrastriate cortex: evidence from rTMS
Brighina, F., Ricci, R., Piazza, A., et al. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02679.x · Cited by 31
Forms Can Be Recognized from Dynamic Occlusion Alone
Stappers, P. J. (1989) · Perceptual and Motor Skills · doi:10.2466/pms.1989.68.1.243 · Cited by 30
The Analysis of Perceived Space
Gogel, W. C. (1993) · Advances in psychology · doi:10.1016/s0166-4115(08)62771-5 · Cited by 31
Visual evoked potentials elicited by subjective contour figures
Sugawara, M., & Morotomi, T. (1991) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.1991.tb00886.x · Cited by 31
Seana Coulson, A. (2006) · Metaphor and Symbol · doi:10.1207/s15327868ms2104_3 · Cited by 36
“When the lights were moved to illuminate an adjacent rectangle, participants reported that the patches retained their original coloration despite the large changes in the intensity and spectral distribution of the light.”
BackgroundAge-related decline in global form suppression
Wiegand, I., Finke, K., Töllner, T., Starman‐Wöhrle, K., Müller, H. J., & Conci, M. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.10.006 · Cited by 28
Illusory-Contour Formation Affected by Luminance Contrast Polarity
He, Z. J., & Ooi, T. L. (1998) · Perception · doi:10.1068/p270313 · Cited by 30
“There are, however, some observations indicating that brightness spreading from the inducing elements may not be solely responsible for producing illusory contours (Kanizsa 1976; Kellman and Cohen 1984; Kellman and Loukides 1987; Parks 1980).”
BackgroundPerceptual organization of moving stimuli modulates the flash-lag effect.
Watanabe, K., Nijhawan, R., Khurana, B., et al. (2001) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.27.4.879 · Cited by 30
Casanova, M. F., Shaban, M., Ghazal, M. A., El-Baz, A. S., Casanova, M., & Sokhadze, E. M. (2021) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-021-09509-z · Cited by 30
“These oscillations can be induced by tasks involving the top-down integration of features, as for example, visual cognitive tasks using Kanizsa illusory features (Kanizsa, 1976).”
BackgroundExploiting Illusory Grid Lines for Object-Location Memory Performance in Urban Topographic Maps
Dickmann, F., Edler, D., Bestgen, A.-K., et al. (2016) · The Cartographic Journal · doi:10.1080/00087041.2016.1236509 · Cited by 29
“Often cited textbook examples illustrating the effects of illusory line completion are the Kanizsa triangle (Kanizsa, 1976), Necker cube (Bradley and Petry, 1977) and the chomping pacman illusion (Halko et al ., 2008; see also Colman, 2015, p. 400).”
BackgroundA deficit of intermediate vision: Experimental observations and theoretical implications
Ricci, R., Vaishnavi, S., & Chatterjee, A. K. (1999) · Neurocase · doi:10.1080/13554799908404059 · Cited by 29
Stimulus Information and Processing Mechanisms in Visual Space Perception
Haber, R. N. (1983) · Elsevier eBooks · doi:10.1016/b978-0-12-084320-6.50012-8 · Cited by 30
Perceptual organization of occluding contours
Williams, L. R. (2002) · International Conference on Computer Vision · doi:10.1109/iccv.1990.139510 · Cited by 29
Curvature Entropy for Curved Profile Generation
Ujiie, Y., Kato, T., Sato, K., et al. (2012) · Entropy · doi:10.3390/e14030533 · Cited by 27
The representation of Kanizsa illusory contours in the monkey inferior temporal cortex
Sáry, G., Köteles, K., Kaposvári, P., Lenti, L., Csifcsák, G., Frankó, E., Benedek, G., & Tompa, T. (2008) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2008.06499.x · Cited by 26
“In the present study we tested whether IT cortical neurones respond to shapes defined by the Kanizsa type (Kanizsa, 1976) ICs (KICs).”
MethodResultSubjective contours 1900–1990: Research trends and bibliography
Purghé, F., & Coren, S. (1992) · Perception & Psychophysics · doi:10.3758/bf03212255 · Cited by 27
Neon color spreading, partially delineated borders, and the formation of illusory contours
Day, R. H. (1983) · Perception & Psychophysics · doi:10.3758/bf03203067 · Cited by 27
Brain mechanisms for perceiving illusory lines in humans
Anken, J., Tivadar, R. I., Knebel, J., & Murray, M. M. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.07.017 · Cited by 26
“This is because any neural responses to these other inducers should be treated independently of those to inducers resulting in an illusory contour (e.g. Kapadia et al., 1999 suggest that the horizontal connections within V1/V2 extend ~2° in macaque monkeys).”
Multiple forms of contour grouping deficits in schizophrenia: What is the role of spatial frequency?
Keane, B. P., Erlikhman, G., Kästner, S., Paterno, D., & Silverstein, S. M. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.10.031 · Cited by 27
“Keane et al. (2014) had subjects discriminate quartets of sectored circles that either formed or did not form illusory “Kanizsa” shapes (Kanizsa, 1976; Ringach and Shapley, 1996).”
BackgroundWindows of Integration Hypothesis Revisited
Hirschhorn, R., Kahane, O., Arie, I. G., Faivre, N., & Mudrik, L. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.617187 · Cited by 28
“Even with small SIWs, in studies of unconscious integration of a Kanizsa configuration (Kanizsa, 1976), integration was reported when using masking (Poscoliero et al., 2013, SIW: 1.5◦) but not under CFS (Moors et al., 2016b, SIW: 1.4◦).”
InfluentialLu, P., Hsiao, S., & Wu, F. (2021) · Entropy · doi:10.3390/e23060639 · Cited by 26
A review on the inferior temporal cortex of the macaque
Tompa, T., & Sáry, G. (2009) · Brain Research Reviews · doi:10.1016/j.brainresrev.2009.10.001 · Cited by 28
Visual illusions in the interpretation of the radiographic image
Daffner, R. H. (1989) · Current Problems in Diagnostic Radiology · doi:10.1016/0363-0188(89)90030-3 · Cited by 26
Dresp, B., & Grossberg, S. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01102 · Cited by 25
“The great pioneering work of Kanizsa (1955,1976,1979,1985) on subjective contours provided many compelling examples of how illusory surfaces can be induced by spatially sparse, albeit (approximately) colinear, and co-oriented inducers, including examples of figure-ground separation.”
Everything is subjective under water surface, too: visual illusions in fish
Agrillo, C., Santacà, M., Pecunioso, A., & Petrazzini, M. E. M. (2020) · Animal Cognition · doi:10.1007/s10071-019-01341-7 · Cited by 23
“The “Gestalt completion” hypothesis highlights the key role played by the illusory surface perception (Kanizsa 1976), whereas other authors argue that the formation of illusory contours is the consequence of the perception of brightness differences between the background and the illusory figure…”
BackgroundThe Perception of Moving Subjective Contours by 4-Month-Old Infants
Kavšnek, M., & Yonas, A. (2006) · Perception · doi:10.1068/p5260 · Cited by 25
Flickering phantoms: A motion illusion without motion
Genter, C. R., & Weisstein, N. (1981) · Vision Research · doi:10.1016/0042-6989(81)90202-9 · Cited by 25
Preattentive and cognitive effects on perceptual completion at the blind spot
Brown, R. J., & Thurmond, J. B. (1993) · Perception & Psychophysics · doi:10.3758/bf03211730 · Cited by 25
The Perception of Movement and Depth in Moiré Patterns
Lothar Spillmann, A. (1993) · Perception · doi:10.1068/p220287 · Cited by 24
Determinants of the rod-and-frame effect: Role of organization and subjective contour
Streibel, M. J., Barnes, R. D., Julness, G. D., et al. (1980) · Perception & Psychophysics · doi:10.3758/bf03204301 · Cited by 24
Mislocalization of a target toward subjective contours: attentional modulation of location signals
Yamada, Y., Kawabe, T., & Miura, K. (2007) · Psychological Research · doi:10.1007/s00426-007-0109-3 · Cited by 23
Gestalt grouping and common onset masking
Kahan, T. A., & Mathis, K. M. (2002) · Perception & Psychophysics · doi:10.3758/bf03194769 · Cited by 23
Spatial extinction and its relation to mechanisms of normal attention
Mattingley, J. B. (2002) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780198508335.003.0021 · Cited by 23
Subjective contours independent of subjective brightness
Ware, C. (1981) · Perception & Psychophysics · doi:10.3758/bf03207364 · Cited by 23
EEG Findings of Reduced Neural Synchronization during Visual Integration in Schizophrenia
Wynn, J. K., Roach, B. J., Lee, J., Horan, W. P., Ford, J. M., Jimenez, A. M., & Green, M. F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0119849 · Cited by 22
Subjective contours and apparent depth: A direct test
Coren, S., & Porac, C. (1983) · Perception & Psychophysics · doi:10.3758/bf03202840 · Cited by 22
Brodeur, M. B., Leporé, F., & Debruille, J. B. (2005) · Brain Research · doi:10.1016/j.brainres.2005.10.064 · Cited by 22
The effects of perceptual set on the shape and apparent depth of subjective contours
Coren, S., Porac, C., & Theodor, L. H. (1986) · Perception & Psychophysics · doi:10.3758/bf03202999 · Cited by 22
Subjective contours can facilitate performance in a reaction-time task
Pomerantz, J. R., Goldberg, D. M., Golder, P. S., et al. (1981) · Perception & Psychophysics · doi:10.3758/bf03207379 · Cited by 22
Pattern recognition after image processing of low-contrast images, the case of the Shroud of Turin
Lazzaro, P. D., Murra, D., & Schwortz, B. (2013) · Pattern Recognition · doi:10.1016/j.patcog.2012.12.010 · Cited by 26
Little, P., & Firestone, C. (2021) · Psychological Science · doi:10.1177/0956797620939942 · Cited by 20
Visual processing deficits in 22q11.2 Deletion Syndrome
Biria, M., Tomescu, M. I., Custo, A., Cantonas, L.-M., Song, K.-W., Schneider, M., Murray, M. M., Eliez, S., Michel, C. M., & Rihs, T. A. (2017) · NeuroImage Clinical · doi:10.1016/j.nicl.2017.12.028 · Cited by 21
“IC's have been related to an active process of “filling-in” of missing information in order to perceive a complete figure or Gestalt percept (law of closure; Kanizsa, 1976).”
Illusory Contours Do Not Pass through the “Blind Spot”
Maertens, M., & Pollmann, S. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.1.91 · Cited by 22
“There are situations in which our (healthy) brains create percepts even in the absence of a physically defined stimulus input (Kanizsa, 1976, Figure 1).”
BackgroundPerceptual asymmetry in texture perception.
Williams, D. W., & Julesz, B. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.14.6531 · Cited by 21
Feature mixing rather than feature replacement during perceptual filling-in
Hsieh, P., & Tse, P. U. (2009) · Vision Research · doi:10.1016/j.visres.2008.12.004 · Cited by 19
Depth in objective and subjective contour patterns
Porac, C. (1978) · Bulletin of the Psychonomic Society · doi:10.3758/bf03336778 · Cited by 21
Illusory Line Linking Solid Rods
Ware, C., & Kennedy, J. M. (1977) · Perception · doi:10.1068/p060601 · Cited by 21
The Multiple Determination of Illusory Contours: 1. A Review
Halpern, D. F., & Salzman, B. (1983) · Perception · doi:10.1068/p120281 · Cited by 21
“Furthermore, Kanizsa (1976) and Weisstein and Maguire (1978) have demonstrated that figures with highly irregular shapes can be formed from illusory contours; this seems to argue against a closure mechanism that operates on regular and symmetrical figures.”
BackgroundResultInfluentialAttentional modulations of the early and later stages of the neural processing of visual completion
Wu, X., Zhou, L. S., Qian, C. S., Gan, L., & Zhang, D. (2015) · Scientific Reports · doi:10.1038/srep08346 · Cited by 20
Aesthetic Valence of Visual Illusions
Stevanov, J., Marković, S., & Kitaoka, A. (2012) · i-Perception · doi:10.1068/i0455aap · Cited by 20
“…Rotating Snakes illusion (Kitaoka 2005; Figure 2d), the Breathing Square illusion (Shiffrar and Pavel 1991; Figure 3a), the Kanizsa Square illusion (Kanizsa 1955, 1976; Figure 3b), the Luckiesh pattern (Luckiesh 1922; Figure 3c), the Marilyn–Einstein hybrid image (Oliva 2007; Oliva et al 2006;…”
BackgroundPerceptual Gains and Losses in Synesthesia and Schizophrenia
van Leeuwen, T. M., Sauer, A., Jurjut, A.-M., Wibral, M., Uhlhaas, P. J., Singer, W., & Melloni, L. (2020) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaa162 · Cited by 18
“35 Illusory contour perception, strongly influenced by previous experience, is believed to rely on cortical NMDA(N-methyl-D-aspartate)-dependent feedback projections.”
Redundancy and Reducibility in the Formats of Spatial Representations
Yousif, S. R. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916221077115 · Cited by 20
“For example, work in vision science has tried to identify the format of shape representations that support object recognition (e.g., Biederman, 1987; Biederman & Bar, 1999; Kanizsa, 1976; Leyton, 1989).”
BackgroundNeural network model for completing occluded contours
Fukushima, K. (2009) · Neural Networks · doi:10.1016/j.neunet.2009.10.002 · Cited by 19
Intermanual Apparent Tactile Motion and Its Extension to 3D Interactions
Zhao, S., Israr, A., Fenner, M., et al. (2017) · IEEE Transactions on Haptics · doi:10.1109/toh.2017.2678502 · Cited by 19
“This embedded knowledge supports the assumption that edges complete along straight lines or simple curves, which give rise to Kanizsa’s Triangle [3].”
BackgroundSounds enhance visual completion processes
Tivadar, R. I., Retsa, C., Turoman, N., Matusz, P. J., & Murray, M. M. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.06.070 · Cited by 18
“Stimuli consisted of a set of 4 circular Kanizsa-type (Kanizsa, 1976) ‘pacman’ inducers that were arranged to either form an illusory contour or not (IC and NC conditions, respectively) (Figure 1).”
Differences in real and illusory shape perception revealed by backward masking
Imber, M. L., Shapley, R. M., & Rubin, N. (2004) · Vision Research · doi:10.1016/j.visres.2004.07.034 · Cited by 19
“In attempts to dissect the complex computations that result in visual recognition of objects, researchers have studied a perceptual illusion known as the illusory contour (Kanizsa, 1955; Kanizsa, 1976; Petry & Meyer, 1987; Schumann, 1987), or IC.”
BackgroundRecurrent Long-Range Interactions in Early Vision
Hansen, T., Sepp, W., & Heiko Neumann, B. (2001) · Lecture notes in computer science · doi:10.1007/3-540-44597-8_9 · Cited by 19
Processing of visual illusions in the frequency and spatial domains
Becker, M. F., & Knopp, J. (1978) · Perception & Psychophysics · doi:10.3758/bf03199529 · Cited by 19
The Multiple Determination of Illusory Contours: 2. An Empirical Investigation
Halpern, D. F., Salzman, B., Harrison, W., et al. (1983) · Perception · doi:10.1068/p120293 · Cited by 19
Hypermedia data modeling, coding, and semiotics
González, R. (1997) · Proceedings of the IEEE · doi:10.1109/5.611118 · Cited by 19
“In the Kanizsa diagrams [123], white polygons are clearly perceived through visual interpolation even though they do not exist (Fig.”
Utzerath, C., Schmits, I. C., Kok, P., Buitelaar, J. K., & de Lange, F. P. (2019) · Cortex · doi:10.1016/j.cortex.2019.03.011 · Cited by 18
“In the Kanizsa illusion (Kanizsa, 1976), an illusory shape emerges from an arrangement of circular inducerswith collinear openings (Fig.”
BackgroundSnyder, A. C., Shpaner, M., Molholm, S., & Foxe, J. J. (2012) · Neuroscience · doi:10.1016/j.neuroscience.2012.03.035 · Cited by 18
Artifact reduction with diffusion preprocessing for image compression
Kopilovic, I., & Szirányi, T. (2005) · Optical Engineering · doi:10.1117/1.1849242 · Cited by 18
“Some areas may contain false edges in case of no preprocessing, but the brain − based on its high adaptability and learning capabilities, and due to some masking effects − may detect contours from the degraded details [13,14].”
Metadata
- Authors
- Kanizsa, G.
- Corresponding author
- Kanizsa, Gaetano
- Venue
- Scientific American
- Published
- 1976-04
- Volume
- 234
- Issue
- 4
- Pages
- 48-52
- ISSN
- 0036-8733 (ISSN-L)
- OpenAlex
- W4251427381
- Cited by
- 503
- References
- 0
- Citations by year
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- FWCI
- 3.95
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Scientific American (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Aesthetic Perception and Analysis
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Keywords
- illusory contours, visual perception, figure-ground perception, depth perception
- MeSH terms
- Form Perception, Humans, Illusions, Optical Illusions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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