3-D Shape Estimation and Image Restoration

Exploiting Defocus and Motion-Blur

AvPaolo Favaro,Stefano Soatto

Inbunden, Engelska, 2006

556 kr

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Häftad

540 kr

Beskrivning

For instance, changes in the image due to a moving light source are used in “photometric stereo,” changes in the image due to changes in the position of the cameras are used in “stereo,” “structure from motion,” and “motion blur.

Produktinformation

Utgivningsdatum:2006-12-29
Mått:155 x 235 x 20 mm
Vikt:565 g
Format:Inbunden
Språk:Engelska
Antal sidor:249
Upplaga:2007
Förlag:Springer London Ltd
ISBN:9781846281761

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Recensioner i media

"This book presents a framework for estimating three-dimensional (3D) shapes from defocused and motion-blurred images. The book systematically describes various problems involved in estimating 3D shapes, and provides solutions to these problems! The book is well-written, and is equipped with Matlab code that implements the estimators presented in the chapters! I recommend this book to engineers in image processing and computer vision. Readers will learn state-of-the-art methods for shape restoration." (Hsun-Hsien Chang, ACM Computing Reviews, Vol. 49 (9), September 2008)

Innehållsförteckning

Basic models of image formation.- Some analysis: When can 3-D shape be reconstructed from blurred images?.- Least-squares shape from defocus.- Enforcing positivity: Shape from defocus and image restoration by minimizing I-divergence.- Defocus via diffusion: Modeling and reconstruction.- Dealing with motion: Unifying defocus and motion blur.- Dealing with multiple moving objects.- Dealing with occlusions.- Final remarks.