Active Appearance Model
ebook ∣ Unlocking the Power of Active Appearance Models in Computer Vision · Computer Vision
By Fouad Sabry
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What is Active Appearance Model
An active appearance model (AAM) is a computer vision algorithm for matching a statistical model of object shape and appearance to a new image. They are built during a training phase. A set of images, together with coordinates of landmarks that appear in all of the images, is provided to the training supervisor.
How you will benefit
(I) Insights, and validations about the following topics:
Chapter 1: Active appearance model
Chapter 2: Image registration
Chapter 3: Active shape model
Chapter 4: Facial motion capture
Chapter 5: Structure from motion
Chapter 6: Surrogate model
Chapter 7: Mean shift
Chapter 8: Point distribution model
Chapter 9: Articulated body pose estimation
Chapter 10: Bag-of-words model in computer vision
(II) Answering the public top questions about active appearance model.
(III) Real world examples for the usage of active appearance model in many fields.
Who this book is for
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Active Appearance Model.
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