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3D Computer Vision: Efficient Methods and Applications

3D Computer Vision: Efficient Methods and Applications

Hardcover

Series: X.Media.Publishing

General ComputersProgramming

ISBN10: 1447141490
ISBN13: 9781447141495
Publisher: Springer Nature
Published: Jul 21 2012
Pages: 382
Weight: 1.55
Height: 1.10 Width: 6.10 Depth: 9.10
Language: English
This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible objects. Also covered are intensity-based techniques that evaluate the pixel grey values in the image to infer three-dimensional scene structure, and point spread function based approaches that exploit the effect of the optical system. The text shows how methods which integrate these concepts are able to increase reconstruction accuracy and robustness, describing applications in industrial quality inspection and metrology, human-robot interaction, and remote sensing.

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General Computers