Appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering.

This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods.

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Product Description

Computer Vision: A Modern Approach, 2e, is appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering.

This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods

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Features + Benefits

• Broad coverage-Coverage of a wide range of topics allows customization to fit instructor, student, and course needs.

  • Allows instructors to select the most relevant topics for their students and encourages students to enrich their coursework by reading information on other computer vision topics.

• Most comprehensive and up-to-date text on computer vision-Includes essential topics that either reflect practical significance or are of theoretical importance.

  • Provides students with the most coherent synthesis of current views and teaches them successful techniques for building applications.

• Depth of the material accessible to various levels of students-Topics are discussed in substantial and increasing depth.

  • While the first half of each chapter is accessible to undergraduates, a good grasp of each chapter provides students with a professional level of skill and knowledge.

• Application surveys-Describe numerous important application areas such as image based rendering and digital libraries.

  • Teaches students about practical use of techniques and helps them gain insight into the demands of applications.

• Many important algorithms broken down and illustrated in pseudo code.

  • Enables students to build working systems easily as they can understand the construction of the final application.

• Excellent pedagogy throughout the text-Includes numerous worked examples, exercises, programming assignments, and extensive illustrations.

  • Provides students with ample opportunity to apply the concepts in the text.

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