Citation Relationships



Hu B, Niebur E (2017) A recurrent neural model for proto-object based contour integration and figure-ground segregation. J Comput Neurosci 43:227-242 [PubMed]

   NN for proto-object based contour integration and figure-ground segregation (Hu & Niebur 2017)

References and models cited by this paper

References and models that cite this paper

Ardila D,Mihalas S,von der Heydt R,Niebur E (2012) Medial axis generation in a model of perceptual organization IEEE CISS-2012 46th Annual conference on information sciences and systems :1-4

Baek K, Sajda P (2005) Inferring figure-ground using a recurrent integrate-and-fire neural circuit. IEEE Trans Neural Syst Rehabil Eng 13:125-30 [Journal] [PubMed]

Bosking WH, Zhang Y, Schofield B, Fitzpatrick D (1997) Orientation selectivity and the arrangement of horizontal connections in tree shrew striate cortex. J Neurosci 17:2112-27 [PubMed]

Brincat SL, Connor CE (2004) Underlying principles of visual shape selectivity in posterior inferotemporal cortex. Nat Neurosci 7:880-6 [Journal] [PubMed]

Chen M, Yan Y, Gong X, Gilbert CD, Liang H, Li W (2014) Incremental integration of global contours through interplay between visual cortical areas. Neuron 82:682-94 [Journal] [PubMed]

Cox MA, Schmid MC, Peters AJ, Saunders RC, Leopold DA, Maier A (2013) Receptive field focus of visual area V4 neurons determines responses to illusory surfaces. Proc Natl Acad Sci U S A 110:17095-100 [Journal] [PubMed]

Craft E, Schütze H, Niebur E, von der Heydt R (2007) A neural model of figure-ground organization. J Neurophysiol 97:4310-26 [Journal] [PubMed]

de Oliveira SC, Thiele A, Hoffmann KP (1997) Synchronization of neuronal activity during stimulus expectation in a direction discrimination task. J Neurosci 17:9248-60 [PubMed]

Domijan D, Setic M (2008) A feedback model of figure-ground assignment. J Vis 8:10.1-27 [Journal] [PubMed]

Dong Y, Mihalas S, Qiu F, von der Heydt R, Niebur E (2008) Synchrony and the binding problem in macaque visual cortex. J Vis 8:30.1-16 [Journal] [PubMed]

Duncan J (1984) Selective attention and the organization of visual information. J Exp Psychol Gen 113:501-17 [PubMed]

Egly R, Driver J, Rafal RD (1994) Shifting visual attention between objects and locations: evidence from normal and parietal lesion subjects. J Exp Psychol Gen 123:161-77 [PubMed]

Epshtein B, Lifshitz I, Ullman S (2008) Image interpretation by a single bottom-up top-down cycle. Proc Natl Acad Sci U S A 105:14298-303 [Journal] [PubMed]

Field DJ, Hayes A, Hess RF (1993) Contour integration by the human visual system: evidence for a local "association field". Vision Res 33:173-93 [PubMed]

Gilbert CD, Wiesel TN (1989) Columnar specificity of intrinsic horizontal and corticocortical connections in cat visual cortex. J Neurosci 9:2432-42 [PubMed]

Girard P, Hupé JM, Bullier J (2001) Feedforward and feedback connections between areas V1 and V2 of the monkey have similar rapid conduction velocities. J Neurophysiol 85:1328-31 [Journal] [PubMed]

Gray CM, König P, Engel AK, Singer W (1989) Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338:334-7 [Journal] [PubMed]

Green DM, Swets JA (1966) Signal Detection Theory and Psychophysics.

Grossberg S (1994) 3-D vision and figure-ground separation by visual cortex. Percept Psychophys 55:48-121 [PubMed]

Grossberg S (1997) Cortical dynamics of three-dimensional figure-ground perception of two-dimensional pictures. Psychol Rev 104:618-58 [PubMed]

He ZJ, Nakayama K (1995) Visual attention to surfaces in three-dimensional space. Proc Natl Acad Sci U S A 92:11155-9 [PubMed]

Hegdé J, Van Essen DC (2007) A comparative study of shape representation in macaque visual areas v2 and v4. Cereb Cortex 17:1100-16 [Journal] [PubMed]

Hesse JK, Tsao DY (2016) Consistency of Border-Ownership Cells across Artificial Stimuli, Natural Stimuli, and Stimuli with Ambiguous Contours. J Neurosci 36:11338-11349 [Journal] [PubMed]

Ho MC, Yeh SL (2009) Effects of instantaneous object input and past experience on object-based attention. Acta Psychol (Amst) 132:31-9 [Journal] [PubMed]

Hochstein S, Ahissar M (2002) View from the top: hierarchies and reverse hierarchies in the visual system. Neuron 36:791-804 [PubMed]

Hopf JM, Boehler CN, Luck SJ, Tsotsos JK, Heinze HJ, Schoenfeld MA (2006) Direct neurophysiological evidence for spatial suppression surrounding the focus of attention in vision. Proc Natl Acad Sci U S A 103:1053-8 [Journal] [PubMed]

Hu B,von der Heydt R,Niebur E (2015) A neural model for perceptual organization of 3D surfaces IEEE CISS2015 49Th Annual Conference On Information Sciences And Systems :1-6 [Journal]

Hupé JM, James AC, Payne BR, Lomber SG, Girard P, Bullier J (1998) Cortical feedback improves discrimination between figure and background by V1, V2 and V3 neurons. Nature 394:784-7 [Journal] [PubMed]

Intriligator J, Cavanagh P (2001) The spatial resolution of visual attention. Cogn Psychol 43:171-216 [Journal] [PubMed]

Jansen-Amorim AK, Fiorani M, Gattass R (2012) GABA inactivation of area V4 changes receptive-field properties of V2 neurons in Cebus monkeys. Exp Neurol 235:553-62 [Journal] [PubMed]

Jehee JF, Lamme VA, Roelfsema PR (2007) Boundary assignment in a recurrent network architecture. Vision Res 47:1153-65 [Journal] [PubMed]

Kikuchi M, Akashi Y (2001) A model of border-ownership coding in early vision ICANN 2001, Dorffner G:Bischof H:Hornik K, ed. pp.1069

Kimchi R, Yeshurun Y, Cohen-Savransky A (2007) Automatic, stimulus-driven attentional capture by objecthood. Psychon Bull Rev 14:166-72 [PubMed]

Koffka K (1935) Principles of Gestalt psychology

Kreiter AK, Singer W (1992) Oscillatory Neuronal Responses in the Visual Cortex of the Awake Macaque Monkey. Eur J Neurosci 4:369-375 [PubMed]

Lamme VA (1995) The neurophysiology of figure-ground segregation in primary visual cortex. J Neurosci 15:1605-15 [PubMed]

Lamme VA, Zipser K, Spekreijse H (1998) Figure-ground activity in primary visual cortex is suppressed by anesthesia. Proc Natl Acad Sci U S A 95:3263-8 [PubMed]

Layton OW, Mingolla E, Yazdanbakhsh A (2012) Dynamic coding of border-ownership in visual cortex. J Vis 12:8 [Journal] [PubMed]

Lee TS, Mumford D, Romero R, Lamme VA (1998) The role of the primary visual cortex in higher level vision. Vision Res 38:2429-54 [PubMed]

Li W, Piëch V, Gilbert CD (2008) Learning to link visual contours. Neuron 57:442-51 [Journal] [PubMed]

Li Z (1998) A neural model of contour integration in the primary visual cortex. Neural Comput 10:903-40 [PubMed]

Martin AB, von der Heydt R (2015) Spike synchrony reveals emergence of proto-objects in visual cortex. J Neurosci 35:6860-70 [Journal] [PubMed]

McAdams CJ, Maunsell JH (1999) Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J Neurosci 19:431-41 [PubMed]

Mihalas S, Dong Y, von der Heydt R, Niebur E (2011) Mechanisms of perceptual organization provide auto-zoom and auto-localization for attention to objects. Proc Natl Acad Sci U S A 108:7583-8 [Journal] [PubMed]

Motter BC (1994) Neural correlates of attentive selection for color or luminance in extrastriate area V4. J Neurosci 14:2178-89 [PubMed]

Nishimura H, Sakai K (2004) Determination of border-ownership based on the surround context of contrast Neurocomputing 58:843-848

Nishimura H, Sakai K (2005) The computational model for border-ownership determination consisting of surrounding suppression and facilitation in early vision Neurocomputing 65:77-83

Pao HK, Geiger D, Rubin N (1999) Measuring convexity for figure-ground separation Proc 7th Int Conf on Computer Vision

Pasupathy A, Connor CE (2002) Population coding of shape in area V4. Nat Neurosci 5:1332-8 [Journal] [PubMed]

Piëch V, Li W, Reeke GN, Gilbert CD (2013) Network model of top-down influences on local gain and contextual interactions in visual cortex. Proc Natl Acad Sci U S A 110:E4108-17 [Journal] [PubMed]

Polat U, Mizobe K, Pettet MW, Kasamatsu T, Norcia AM (1998) Collinear stimuli regulate visual responses depending on cell's contrast threshold. Nature 391:580-4 [Journal] [PubMed]

Poort J, Raudies F, Wannig A, Lamme VA, Neumann H, Roelfsema PR (2012) The role of attention in figure-ground segregation in areas V1 and V4 of the visual cortex. Neuron 75:143-56 [Journal] [PubMed]

Qiu FT, Sugihara T, von der Heydt R (2007) Figure-ground mechanisms provide structure for selective attention. Nat Neurosci 10:1492-9 [Journal] [PubMed]

Qiu FT, von der Heydt R (2005) Figure and ground in the visual cortex: v2 combines stereoscopic cues with gestalt rules. Neuron 47:155-66 [Journal] [PubMed]

Qiu FT, von der Heydt R (2007) Neural representation of transparent overlay. Nat Neurosci 10:283-4 [Journal] [PubMed]

Rensink R (2000) The dynamics representation of scenes Visual Cogn 7:17-42

Roelfsema PR (2006) Cortical algorithms for perceptual grouping. Annu Rev Neurosci 29:203-27 [Journal] [PubMed]

Roelfsema PR, Lamme VA, Spekreijse H (2004) Synchrony and covariation of firing rates in the primary visual cortex during contour grouping. Nat Neurosci 7:982-91 [Journal] [PubMed]

Russell AF, Mihalas S, von der Heydt R, Niebur E, Etienne-Cummings R (2014) A model of proto-object based saliency. Vision Res 94:1-15 [Journal] [PubMed]

Sajda P, Finkel LH (1995) Intermediate-level visual representations and the construction of surface perception. J Cogn Neurosci 7:267-91 [Journal] [PubMed]

Sakai K, Nishimura H, Shimizu R, Kondo K (2012) Consistent and robust determination of border ownership based on asymmetric surrounding contrast. Neural Netw 33:257-74 [Journal] [PubMed]

Scholl BJ (2001) Objects and attention: the state of the art. Cognition 80:1-46 [PubMed]

Schutze H,Niebur E,von der Heydt R (2003) Modeling cortical mechanisms of border ownership coding Journals Of Vision 3(9):114a

Singer W (1999) Neuronal synchrony: a versatile code for the definition of relations? Neuron 24:49-65, 111-25 [PubMed]

Stemmler M, Usher M, Niebur E (1995) Lateral interactions in primary visual cortex: a model bridging physiology and psychophysics. Science 269:1877-80 [PubMed]

Stettler DD, Das A, Bennett J, Gilbert CD (2002) Lateral connectivity and contextual interactions in macaque primary visual cortex. Neuron 36:739-50 [PubMed]

Sugihara T, Qiu FT, von der Heydt R (2011) The speed of context integration in the visual cortex. J Neurophysiol 106:374-85 [Journal] [PubMed]

Sundberg KA, Mitchell JF, Reynolds JH (2009) Spatial attention modulates center-surround interactions in macaque visual area v4. Neuron 61:952-63 [Journal] [PubMed]

Supèr H, Lamme VA (2007) Altered figure-ground perception in monkeys with an extra-striate lesion. Neuropsychologia 45:3329-34 [Journal] [PubMed]

Thiele A, Stoner G (2003) Neuronal synchrony does not correlate with motion coherence in cortical area MT. Nature 421:366-70 [Journal] [PubMed]

Treisman A (1996) The binding problem. Curr Opin Neurobiol 6:171-8 [PubMed]

Treue S (2001) Neural correlates of attention in primate visual cortex. Trends Neurosci 24:295-300 [PubMed]

Treue S, Martínez Trujillo JC (1999) Feature-based attention influences motion processing gain in macaque visual cortex. Nature 399:575-9 [Journal] [PubMed]

Tschechne S, Neumann H (2014) Hierarchical representation of shapes in visual cortex-from localized features to figural shape segregation. Front Comput Neurosci 8:93 [Journal] [PubMed]

Tsotsos JK (2011) A computational perspective on visual attention

Ullman S (1984) Visual routines. Cognition 18:97-159 [PubMed]

Ullman S (1992) Low-level aspects of segmentation and recognition. Philos Trans R Soc Lond B Biol Sci 337:371-8; discussion 379 [Journal] [PubMed]

Ungerleider LG, Galkin TW, Desimone R, Gattass R (2008) Cortical connections of area V4 in the macaque. Cereb Cortex 18:477-99 [Journal] [PubMed]

von der Heydt R,Qiu FT,He ZJ (2003) Neural mechanisms in border ownership assignment: motion parallax and gestalt cues Journal Of Vision 3(9):666a

Wagatsuma N, von der Heydt R, Niebur E (2016) Spike synchrony generated by modulatory common input through NMDA-type synapses. J Neurophysiol 116:1418-33 [Journal] [PubMed]

Wegener D, Freiwald WA, Kreiter AK (2004) The influence of sustained selective attention on stimulus selectivity in macaque visual area MT. J Neurosci 24:6106-14 [Journal] [PubMed]

Wertheimer M (1923) Untersuchungen zur Lehre von der Gestalt II Psychol Forsch 4:301-350

Williford JR, von der Heydt R (2013) Border-ownership coding. Scholarpedia J 8:30040 [PubMed]

Williford JR, von der Heydt R (2016) Figure-Ground Organization in Visual Cortex for Natural Scenes. eNeuro [Journal] [PubMed]

Williford JR,von der Heydt R (2014) Early visual cortex assigns border ownership in natural scenes according to image context Journal Of Vision 14(10):588-588

Yen SC, Finkel LH (1998) Extraction of perceptually salient contours by striate cortical networks. Vision Res 38:719-41 [PubMed]

Zeki SM (1978) Uniformity and diversity of structure and function in rhesus monkey prestriate visual cortex. J Physiol 277:273-90 [PubMed]

Zhang NR, von der Heydt R (2010) Analysis of the context integration mechanisms underlying figure-ground organization in the visual cortex. J Neurosci 30:6482-96 [Journal] [PubMed]

Zhaoping L (2005) Border ownership from intracortical interactions in visual area v2. Neuron 47:143-53 [Journal] [PubMed]

Zhou H, Friedman HS, von der Heydt R (2000) Coding of border ownership in monkey visual cortex. J Neurosci 20:6594-611 [PubMed]

Zwickel T, Wachtler T, Eckhorn R (2007) Coding the presence of visual objects in a recurrent neural network of visual cortex. Biosystems 89:216-26 [Journal] [PubMed]

(91 refs)