Items related to The Viewpoint Consistency Constraint (Classic Reprint)

The Viewpoint Consistency Constraint (Classic Reprint) - Softcover

David G. Lowe

 
9781333492663: The Viewpoint Consistency Constraint (Classic Reprint)

Synopsis

This book explores the concept of viewpoint consistency constraint in the field of computer vision. The viewpoint consistency constraint emphasizes the need for spatial correspondence between the 2D image and the 3D object model. Through the application of this constraint, the author argues that computational models can achieve robust 3D object recognition from single gray-scale images. The book delves into the history of the viewpoint consistency constraint, tracing its evolution from early attempts in the field of robotics to its current applications in model-based recognition. The author provides a detailed examination of various techniques for applying the constraint, including methods for solving viewpoint parameters and extending preliminary matches. This book is a valuable resource for computer vision researchers and practitioners interested in model-based recognition. It offers a comprehensive overview of the viewpoint consistency constraint, along with practical techniques for its implementation. The author's insights will help shape the future of computer vision research, enabling more accurate and robust object recognition.

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