Vision A Computational Investigation into the Human Representation and Processing of Visual Information 1st EDITION by David Marr, Shimon Ullman ISBN 0262514621 9780262514620

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ISBN 10: 0262514621
ISBN 13: 978-0262514620
Author: David Marr, Shimon Ullman

Available again, an influential book that offers a framework for understanding visual perception and considers fundamental questions about the brain and its functions.

David Marr’s posthumously published Vision (1982) influenced a generation of brain and cognitive scientists, inspiring many to enter the field. In Vision, Marr describes a general framework for understanding visual perception and touches on broader questions about how the brain and its functions can be studied and understood. Researchers from a range of brain and cognitive sciences have long valued Marr’s creativity, intellectual power, and ability to integrate insights and data from neuroscience, psychology, and computation. This MIT Press edition makes Marr’s influential work available to a new generation of students and scientists.

In Marr’s framework, the process of vision constructs a set of representations, starting from a description of the input image and culminating with a description of three-dimensional objects in the surrounding environment. A central theme, and one that has had far-reaching influence in both neuroscience and cognitive science, is the notion of different levels of analysis—in Marr’s framework, the computational level, the algorithmic level, and the hardware implementation level.

Now, thirty years later, the main problems that occupied Marr remain fundamental open problems in the study of perception. Vision provides inspiration for the continuing efforts to integrate knowledge from cognition and computation to understand vision and the brain.

Vision A Computational Investigation into the Human Representation and Processing of Visual Information 1st Table of contents:

Part I. Introduction and Philosophical Preliminaries

Chapter 1. The Philosophy and the Approach

Part II. Vision

Chapter 2. Representing the Image

Chapter 3. From Images to Surfaces

Chapter 4. The Immediate Representation of Visible Surfaces

Chapter 5. Representing Shapes for Recognition

Chapter 6. Synopsis

Part III. Epilogue

Chapter 7. In Defense of the Approach

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