Diagnostic Colors Mediate Scene Recognition

In this research, we aim to ground scene recognition on information other than the identity of component objects. Specifically we seek to understand the structure of color cues that allows the express recognition of scene gists. Using the L*a*b* color space we examined the conditions under which chromatic cues concur with brightness to allow a viewer to recognize scenes at a glance. Using different methods, Experiments 1 and 2 tested the hypothesis that colors do contribute when they are diagnostic (i.e., predictive) of a scene category. Experiment 3 examined the structure of colored cues at different spatial scales that are responsible for the effects of color diagnosticity reported in Experiments 1 and 2. Together, the results suggest that colored blobs at a coarse spatial scale concur with luminance cues to form the relevant spatial layout that mediates express scene recognition.

[1]  M. Potter Meaning in visual search. , 1975, Science.

[2]  Wayne D. Gray,et al.  Basic objects in natural categories , 1976, Cognitive Psychology.

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

[4]  A. Friedman Framing pictures: the role of knowledge in automatized encoding and memory for gist. , 1979, Journal of experimental psychology. General.

[5]  A. Damasio,et al.  Central achromatopsia , 1980, Neurology.

[6]  I. Biederman,et al.  Scene perception: Detecting and judging objects undergoing relational violations , 1982, Cognitive Psychology.

[7]  G. Sandini,et al.  The Role of High Spatial Frequencies in Face Perception , 1983, Perception.

[8]  J. Davidoff,et al.  Some effects of color on naming and recognition of objects. , 1985, Journal of experimental psychology. Learning, memory, and cognition.

[9]  Arnulf Remole,et al.  VISUAL MASKING: AN INTEGRATIVE APPROACH , 1985 .

[10]  K. Mullen The contrast sensitivity of human colour vision to red‐green and blue‐yellow chromatic gratings. , 1985, The Journal of physiology.

[11]  J. Sergent Microgenesis of Face Perception , 1986 .

[12]  A. Young,et al.  Aspects of face processing , 1986 .

[13]  DH Hubel,et al.  Psychophysical evidence for separate channels for the perception of form, color, movement, and depth , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[14]  I. Biederman,et al.  Surface versus edge-based determinants of visual recognition , 1988, Cognitive Psychology.

[15]  G W Humphreys,et al.  The Effects of Surface Detail on Object Categorization and Naming , 1989, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[16]  M. Tarr,et al.  Mental rotation and orientation-dependence in shape recognition , 1989, Cognitive Psychology.

[17]  K. Rayner,et al.  The effect of background information on object identification , 2017 .

[18]  N. Logothetis,et al.  Perceptual deficits and the activity of the color-opponent and broad-band pathways at isoluminance. , 1990, Science.

[19]  Graeme R. Cole,et al.  Texture segregation with luminance and chromatic contrast , 1990, Vision Research.

[20]  J. Henderson Object identification in context: the visual processing of natural scenes. , 1992, Canadian journal of psychology.

[21]  J R Lishman,et al.  Temporal Integration of Spatially Filtered Visual Images , 1992, Perception.

[22]  G E Legge,et al.  Color improves object recognition in normal and low vision. , 1993, Journal of experimental psychology. Human perception and performance.

[23]  A. Oliva,et al.  From Blobs to Boundary Edges: Evidence for Time- and Spatial-Scale-Dependent Scene Recognition , 1994 .

[24]  I. Craw,et al.  Spatial Content and Spatial Quantisation Effects in Face Recognition , 1994, Perception.

[25]  V. Billock,et al.  Cortical simple cells can extract achromatic information from the multiplexed chromatic and achromatic signals in the parvocellular pathway , 1995, Vision Research.

[26]  Felix A. Wichmann,et al.  The contribution of colour to recognition memory in normal and colour-deficient observers , 1995 .

[27]  C. Connolly The relationship between colour metrics and the appearance of three‐dimensional coloured objects , 1996 .

[28]  Andrew M. Derrington,et al.  Rapid colour-specific detection of motion in human vision , 1996, Nature.

[29]  J R Lishman,et al.  Role of coarse and fine spatial information in face and object processing. , 1996, Journal of experimental psychology. Human perception and performance.

[30]  D R Proffitt,et al.  Semantic versus perceptual influences of color in object recognition. , 1996, Journal of experimental psychology. Learning, memory, and cognition.

[31]  Patrick Cavanagh,et al.  When colours move , 1996, Nature.

[32]  A. Oliva,et al.  Flexible, Diagnosticity-Driven, Rather Than Fixed, Perceptually Determined Scale Selection in Scene and Face Recognition , 1997, Perception.

[33]  H. Intraub The representation of visual scenes , 1997, Trends in Cognitive Sciences.

[34]  D Kersten,et al.  Perceptual categories for spatial layout. , 1997, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[35]  W. Epstein,et al.  Priming Spatial Layout of Scenes , 1997 .

[36]  A. Oliva,et al.  Coarse Blobs or Fine Edges? Evidence That Information Diagnosticity Changes the Perception of Complex Visual Stimuli , 1997, Cognitive Psychology.

[37]  Michael D. Heath,et al.  Are edges sufficient for object recognition? , 1998 .

[38]  Nancy Kanwisher,et al.  A cortical representation of the local visual environment , 1998, Nature.

[39]  T Troscianko,et al.  Color and luminance information in natural scenes. , 1998, Journal of the Optical Society of America. A, Optics, image science, and vision.

[40]  Anil K. Jain,et al.  On image classification: city images vs. landscapes , 1998, Pattern Recognit..

[41]  J. Henderson,et al.  Does consistent scene context facilitate object perception? , 1998, Journal of experimental psychology. General.

[42]  J. Tanaka,et al.  Color diagnosticity in object recognition , 1999, Perception & psychophysics.

[43]  J. Henderson,et al.  High-level scene perception. , 1999, Annual review of psychology.

[44]  A. Oliva,et al.  Dr. Angry and Mr. Smile: when categorization flexibly modifies the perception of faces in rapid visual presentations , 1999, Cognition.

[45]  J. Rieger,et al.  Sensory and cognitive contributions of color to the recognition of natural scenes , 2000, Current Biology.

[46]  M. Tarr,et al.  How Are Different Properties of a Scene Encoded in Visual Memory? , 2000 .

[47]  Refractor Vision , 2000, The Lancet.