Object-based Attention and Occlusion Evidence from Normal Participants and a Computational Model Object-based Visual Attention

One way of perceptually organizing a complex visual scene is to attend selectively to information in a particular physical location. Another way of reducing the complexity in the input is to attend selectively to an individual object in the scene and to process its elements preferentially. This latter, object-based attention process was examined, and the predicted superiority for reporting features from 1 relative to 2 objects was replicated in a series of experiments. This object-based process was robust even under conditions of occlusion, although there were some boundary conditions on its operation. Finally, an account of the data is provided via simulations of the findings in a computational model. The claim is that object-based attention arises from a mechanisms that groups together those features based on internal representations developed over perceptual experience and then preferentially gates these features for later, selective processing.

[1]  M. Wertheimer Laws of organization in perceptual forms. , 1938 .

[2]  Hermann von Helmholtz,et al.  Treatise on Physiological Optics , 1962 .

[3]  R. Nickerson Response Times for “Same”-“Different” Judgments , 1965, Perceptual and motor skills.

[4]  R. Gregory The intelligent eye , 1970 .

[5]  C. Eriksen,et al.  Effects of noise letters upon the identification of a target letter in a nonsearch task , 1974 .

[6]  D. Marr,et al.  Analysis of occluding contour , 1977, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[7]  G. Kanizsa,et al.  Organization in Vision: Essays on Gestalt Perception , 1979 .

[8]  M. Posner,et al.  Orienting of Attention* , 1980, The Quarterly journal of experimental psychology.

[9]  M. Posner,et al.  Attention and the detection of signals. , 1980, Journal of experimental psychology.

[10]  I. Rock,et al.  The effect of inattention on form perception. , 1981, Journal of experimental psychology. Human perception and performance.

[11]  Takeo Kanade,et al.  Recovery of the Three-Dimensional Shape of an Object from a Single View , 1981, Artif. Intell..

[12]  W Prinzmetal,et al.  Principles of feature integration in visual perception , 1981, Perception & psychophysics.

[13]  D. Broadbent Task combination and selective intake of information. , 1982, Acta psychologica.

[14]  Walter Gerbino,et al.  Amodal completion: Seeing or thinking? , 1982 .

[15]  E. Spelke,et al.  Perception of partly occluded objects in infancy , 1983, Cognitive Psychology.

[16]  A. Witkin,et al.  On the Role of Structure in Vision , 1983 .

[17]  J. Duncan Selective attention and the organization of visual information. , 1984, Journal of experimental psychology. General.

[18]  C. Eriksen,et al.  Allocation of attention in the visual field. , 1985, Journal of experimental psychology. Human perception and performance.

[19]  W Gerbino,et al.  The effect of a modal completion on visual matching. , 1987, Acta psychologica.

[20]  G. Rizzolatti,et al.  Movements of attention in the three spatial dimensions and the meaning of “neutral” cues , 1987, Neuropsychologia.

[21]  Thomas O. Binford,et al.  Segmentation and aggregation: an approach to figure-ground phenomena , 1987 .

[22]  G. Baylis,et al.  Movement and visual attention: the spotlight metaphor breaks down. , 1989, Journal of experimental psychology. Human perception and performance.

[23]  K Nakayama,et al.  Stereoscopic Depth: Its Relation to Image Segmentation, Grouping, and the Recognition of Occluded Objects , 1989, Perception.

[24]  K. Nakayama,et al.  Occlusion and the solution to the aperture problem for motion , 1989, Vision Research.

[25]  W. Singer,et al.  Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties , 1989, Nature.

[26]  Shinsuke Shimojo,et al.  Transparency: Relation to depth, subjective contours and color spreading , 1990 .

[27]  Elizabeth S. Spelke,et al.  Principles of Object Perception , 1990, Cogn. Sci..

[28]  K Nakayama,et al.  Toward a neural understanding of visual surface representation. , 1990, Cold Spring Harbor symposia on quantitative biology.

[29]  K. Nakayama,et al.  Amodal Representation of Occluded Surfaces: Role of Invisible Stimuli in Apparent Motion Correspondence , 1990, Perception.

[30]  D. Watt Visual Processing: Computational Psychophysical and Cognitive Research , 1990 .

[31]  L. Zimba,et al.  The covert orienting of attention to stereoscopic targets , 1990 .

[32]  P. Kellman,et al.  A theory of visual interpolation in object perception , 1991, Cognitive Psychology.

[33]  A. Kramer,et al.  Perceptual organization and focused attention: The role of objects and proximity in visual processing , 1991, Perception & psychophysics.

[34]  M. Goodale,et al.  Orientation Discrimination in a Visual Form Agnosic: Evidence from the McCollough Effect , 1991 .

[35]  Rainer Goebel,et al.  Perceiving Complex Visual Scenes: An Oscillator Neural Network Model that Integrates Selective Attention, Perceptual Organization, and Invariant Recognition , 1992, NIPS.

[36]  G. Baylis,et al.  Visual parsing and response competition: The effect of grouping factors , 1992, Perception & psychophysics.

[37]  I. Biederman,et al.  Dynamic binding in a neural network for shape recognition. , 1992, Psychological review.

[38]  Thomas F. Shipley,et al.  Perceiving Objects Across Gaps in Space and Time , 1992 .

[39]  Bernardo A. Huberman,et al.  Binding Hierarchies: A Basis for Dynamic Perceptual Grouping , 1992, Neural Computation.

[40]  Richard S. Zemel,et al.  Learning to Segment Images Using Dynamic Feature Binding , 1991, Neural Computation.

[41]  Stephen E. Palmer,et al.  Perception of partly occluded objects: A microgenetic analysis. , 1992 .

[42]  R. Sekuler,et al.  Representational Development of Direction in Motion Perception: A Fragile Process , 1993, Perception.

[43]  G. Baylis,et al.  Visual attention and objects: evidence for hierarchical coding of location. , 1993, Journal of experimental psychology. Human perception and performance.

[44]  J. Duncan Similarity between concurrent visual discriminations: Dimensions and objects , 1993, Perception & psychophysics.

[45]  G. Baylis Visual attention and objects: Two-object cost with equal convexity. , 1994 .

[46]  Jon Driver,et al.  Covert Orienting in the Split Brain Reveals Hemispheric Specialization for Object-Based Attention , 1994 .

[47]  Silvia M. Mueller,et al.  An in-depth look at visual attention , 1994 .

[48]  C. Folk,et al.  Shifting Visual Attention in Stereographic Displays: A Time Course Analysis , 1994, Human factors.

[49]  A Koriat,et al.  Object-based apparent motion , 1994, Perception & psychophysics.

[50]  M. Farah,et al.  Does visual attention select objects or locations? , 1994, Journal of experimental psychology. General.

[51]  R. Rafal,et al.  Shifting visual attention between objects and locations: evidence from normal and parietal lesion subjects. , 1994, Journal of experimental psychology. General.

[52]  D. Tanné,et al.  Perceptual learning: learning to see , 1994, Current Opinion in Neurobiology.

[53]  M. Peterson Object Recognition Processes Can and Do Operate Before Figure–Ground Organization , 1994 .

[54]  Stephen E. Palmer,et al.  Local and Global Processes in Visual Completion , 1994 .

[55]  R. Day,et al.  On apparent misalignment of collinear edges and boundaries , 1994, Perception & psychophysics.

[56]  A. Karni,et al.  Dependence on REM sleep of overnight improvement of a perceptual skill. , 1994, Science.

[57]  Glyn W. Humphreys,et al.  Non-spatial extinction following lesions of the parietal lobe in humans , 1994, Nature.

[58]  S. Yantis Perceived Continuity of Occluded Visual Objects , 1995 .

[59]  R. Desimone,et al.  Neural mechanisms of selective visual attention. , 1995, Annual review of neuroscience.

[60]  J. I. Nelson,et al.  Binding in the visual system , 1998 .

[61]  Richard S. Zemel,et al.  Lending direction to neural networks , 1995, Neural Networks.

[62]  W Singer,et al.  Visual feature integration and the temporal correlation hypothesis. , 1995, Annual review of neuroscience.

[63]  Takeo Watanabe,et al.  Orientation and color processing for partially occluded objects , 1995, Vision Research.

[64]  N Lavie,et al.  On the spatial extent of attention in object-based visual selection , 1996, Perception & psychophysics.

[65]  C. Folk,et al.  Spatial cuing in a stereoscopic display: Evidence for a “depth-blind” attentional spotlight , 1996, Psychonomic bulletin & review.

[66]  A F Kramer,et al.  Object-based attentional selection--grouped arrays or spatially invariant representations?: comment on vecera and Farah (1994). , 1997, Journal of experimental psychology. General.

[67]  Barry D. Vaughan,et al.  Object-Based Visual Selection: Evidence From Perceptual Completion , 1998 .

[68]  M. Valdés-Sosa,et al.  Switching Attention without Shifting the Spotlight: Object-Based Attentional Modulation of Brain Potentials , 1998, Journal of Cognitive Neuroscience.

[69]  Ronald A. Rensink,et al.  Early completion of occluded objects , 1998, Vision Research.

[70]  B. Scholl,et al.  Explaining the infant''s object concept: Beyond the perception/cognition dichotomy , 1999 .