Structural Information Theory

Structural Information Theory : The Simplicity of Visual Form

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Description

Structural information theory is a coherent theory about the way the human visual system organises a raw visual stimulus into objects and object parts. To humans, a visual stimulus usually has one clear interpretation even though, in theory, any stimulus can be interpreted in numerous ways. To explain this, the theory focuses on the nature of perceptual interpretations rather than on underlying process mechanisms and adopts the simplicity principle which promotes efficiency of internal resources rather than the likelihood principle which promotes veridicality in the external world. This theoretically underpinned starting point gives rise to quantitative models and verifiable predictions for many visual phenomena, including amodal completion, subjective contours, transparency, brightness contrast, brightness assimilation and neon illusions. It also explains phenomena such as induced temporal order, temporal context effects and hierarchical dominance effects, and extends to evaluative pattern qualities such as distinctiveness, interestingness and beauty.show more

Product details

  • Electronic book text
  • CAMBRIDGE UNIVERSITY PRESS
  • Cambridge University Press (Virtual Publishing)
  • Cambridge, United Kingdom
  • 137 b/w illus. 4 colour illus. 2 tables
  • 1139848402
  • 9781139848404

About Emanuel Leeuwenberg

Dr E. L. J. Leeuwenberg is Emeritus Associate Professor at the Donders Institute for Brain, Cognition and Behaviour at Radboud University Nijmegen, The Netherlands. Peter A. van der Helm received his Bachelor's degree in Fundamental Mathematics (1979) and Master's degree in Numerical Mathematics (1981, Cum Laude) from the Department of Applied Mathematics at the University of Twente, and his PhD in Social Sciences (1988, Cum Laude) from the Department of Cognitive Psychology at Radboud University Nijmegen. He has been a Fellow of both the Netherlands Organisation for Scientific Research and the Royal Netherlands Academy of Arts and Sciences. He continued his research as Assistant Professor at the Donders Institute for Brain, Cognition and Behaviour at Radboud University Nijmegen, and is now Visiting Professor at the Laboratory of Experimental Psychology, University of Leuven. His research on human vision is pre-eminently multidisciplinary and resulted in theoretical and empirical articles which have been published in leading journals. His broad interest is also reflected in his activities to enhance public awareness of the plight of West-Malaysian indigenous people, called Orang Asli.show more

Table of contents

Introduction; Part I. Towards a Theory of Visual Form: 1. Borders of perception; 2. Attributes of visual form; 3. Process versus representation; 4. Models and principles; 5. Assumptions and foundations; Part II. Applications to Visual Form: 6. Formal coding model; 7. A perceptual coding manual; 8. Preference effects; 9. Time effects; 10. Hierarchy effects; Part III. Extensions: 11. Perception beyond SIT; 12. SIT beyond perception; Overview; Conclusion.show more

Review quote

'Whether you are familiar with structural information theory or not, you will enjoy this systematic presentation by Emanuel Leeuwenberg, its original proponent, and Peter van der Helm, its main formal developer. Through twelve chapters, including a coding manual, they distil order out of perception and cognition, like the demons invoked in the introduction. SIT provides a powerful language for evaluating how strongly the mind strives for simplicity; the book provides an optimal context for evaluating the strength of SIT.' Walter Gerbino, University of Trieste 'Leeuwenberg and van der Helm have assembled the definitive statement on their influential theory of the coding of visual forms. SIT is the most thorough system available for capturing the essence of a structure's simplicity, so this volume will be required reading for those interested in this far-reaching and quintessentially Gestalt concept.' James Pomerantz, Rice University '[This] book is a well-written, well-structured overview of SIT at the endpoint of its development. The underlying (meta)theoretical principles and assumptions are spelled out clearly. The empirical support is reviewed in just enough detail to understand all the necessary details. The systematic and coherent presentation of this material makes it relatively easy to digest. The different sections and chapters contain useful previews and interim summaries. The book has a large number of richly detailed coding examples as well as many visual examples, with Leeuwenberg's personal touch (in addition to having a keen eye as a visual phenomenologist, he is also very talented in drawing and painting).' Johan Wagemans, Perceptionshow more

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