Fourier Vision: Segmentation and Velocity Measurement using the Fourier Transform: 623 - Brossura

Vernon, David

Brossura

ISBN 10: 1461355419 ISBN 13: 9781461355410

Casa editrice: Springer, 2012

Riassunto

Fourier Vision provides a new treatment of figure-ground segmentation in scenes comprising transparent, translucent, or opaque objects. Exploiting the relative motion between figure and ground, this technique deals explicitly with the separation of additive signals and makes no assumptions about the spatial or spectral content of the images, with segmentation being carried out phasor by phasor in the Fourier domain. It works with several camera configurations, such as camera motion and short-baseline binocular stereo, and performs best on images with small velocities/displacements, typically one to ten pixels per frame. The book also addresses the use of Fourier techniques to estimate stereo disparity and optical flow. Numerous examples are provided throughout.
Fourier Vision will be of value to researchers in image processing & computer vision and, especially, to those who have to deal with superimposed transparent or translucent objects. Researchers in application areas such as medical imaging and acoustic signal processing will also find this of interest.

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Contenuti

Preface. 1. Introduction. 2. Mathematical Preliminaries. 3. Monocular Vision - Segmentation in Additive Images. 4. Monocular Vision - Segmentation in Occluding Images. 5. Articulated Binocular Vision. 6. Fronto-Parallel Binocular Vision. 7. Instantaneous Optical Flow. 8. Decoupled Optical Flow. 9. Epilogue.

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1461355419
• ISBN 13: 9781461355410
• Rilegatura: Copertina flessibile
• Numero di pagine: 208
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Germania