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CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of Topics
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CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

Dec 13, 2015

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Page 1: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

CS332 Visual ProcessingDepartment of Computer ScienceWellesley College

CS 332 Visual Processing in Computer and Biological Vision

SystemsOverview of Topics

Page 2: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Detection of Image Intensity Changes

Page 3: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Detecting intensity changes…

… in computer vision systems

… in the human visual system

Page 4: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Binocular stereo

NASA mobile robot with stereo

cameras

Stereo images displayed as a color anaglyph

Page 5: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Stereo processing in biological systems

random-dot stereogram

Page 6: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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3D shape from shading

Prados & Faugeras, 2005

Page 7: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Analysis of visual motion

Page 8: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Analysis of color

Edwin Land’s color mondrian

experiments

Page 9: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Visual recognition

Page 10: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Face recognition

AR Face Database

Page 11: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Applications of computer vision systems

DARPA Grand ChallengeNovember, 2007

Biometrics and forensics:

- fingerprint identification, face recognition

Intelligent vehicles

Video surveillance

Page 12: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Medical applications of computer vision

surgical planning

Page 13: CS332 Visual Processing Department of Computer Science Wellesley College CS 332 Visual Processing in Computer and Biological Vision Systems Overview of.

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Content-based image retrieval