Digital image super resolution

... Chapter Introduction 1.1 Overview of Super Resolution Image super resolution (SR) is a process that estimates a fine -resolution image from a coarse -resolution image SR is a fundamentally important ... these LR images The high resolution (HR) image is constructed from these aligned LR images by multiple-frame SR algorithms Single image SR [5, 7, 13, 15, 39] methods atte...

Ngày tải lên: 04/10/2015, 15:58

... done by removing some individual lowresolution pixels from the problem, solving for x using the remaining pixels, then projecting this back into the original image frames to determine its quality ... M individual linear equations comprising the overall problem, rather than from the K images This distinction is important when uncertainty in the registrations is assumed, since validation...

Ngày tải lên: 22/06/2014, 19:20

... this vibrant area are summarized in some typical papers [20] (galactical image, X-ray image, satellite image of hurricane, city aerial image, CAT-scan of thoracic cavity), [21] (digital electron ... Springer, Cambridge, UK, April 1996 [33] D Rajan and S Chaudhuri, “An MRF-based approach to generation of super-resolution images from blurred observations,” Journal of Mathematical Ima...

Ngày tải lên: 22/06/2014, 23:20

... he was also involved in teaching In 2004, he joined Nokia Research Center as a Research Engineer in the field of image processing His research interests include adaptive systems, adaptive algorithms ... of synthetic test images The images, in total, were generated from a single HR image according to the imaging model described in (1) The original HR image was randomly warpe...

Ngày tải lên: 22/06/2014, 23:20

... than 20 graduate students As an Applied Mathematician, Michael’s main research areas include bioinformatics, data mining, operations research, and scientific computing Michael has published and ... optimal regularization parameters for the two different regularizations for a reasonable comparison With this in mind, we tried a series of regularization parameters for the two regu...

Ngày tải lên: 22/06/2014, 19:20

... Award of Excellence in Teaching at the University of Dayton and was the recipient of the first Professor of the Year Award in 2002 from the student chapter of the IEEE at the University of Dayton ... College of Nursing, and the Department of Psychology Within this center, Dr Schultz helps supervise the design of unmanned aerial vehicle payloads and sensors, conducts research...

Ngày tải lên: 22/06/2014, 19:20

... http://www.purdue.edu/policies/pages/teach_res_outreach/c_22.html IMAGE PROCESSING AND SUPER RESOLUTION METHODS FOR A LINEAR 3D RANGE IMAGE SCANNING DEVICE FOR FORENSIC IMAGING A Thesis Submitted to the Faculty of Purdue ... texture image along the scan direction 3.1 Imaging Device The imaging device consists of a linear actuator and a high...

Ngày tải lên: 24/08/2014, 10:38

... Kernan Composition: Prepare, Inc Director of Creative Services: Paul Belfanti Creative Director: Carole Anson Art Director and Cover Designer: Heather Scott Art Editor: Greg Dulles Manufacturing ... Library of Congress Cataloging-in-Pubblication Data Gonzalez, Rafael C Digital Image Processing / Richard E Woods p cm Includes bibliographical references ISBN 0-201-18075-8 Digital Imag...

Ngày tải lên: 02/11/2012, 17:24

... steps in digital image processing CHAPTER CHAPTER CHAPTER CHAPTER Color image processing Wavelets and multiresolution processing Compression Morphological processing CHAPTER CHAPTER 10 Image restoration ... 2.1 2.2 2.3 2.4 Introduction 15 What Is Digital Image Processing? 15 The Origins of Digital Image Processing 17 Examples of Fields that Use Digital Imag...

Ngày tải lên: 02/11/2012, 17:24

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Ngày tải lên: 02/11/2012, 17:25

Ngày tải lên: 23/12/2013, 03:16

... Colour Image Processing Digital Image Processing – Part II (b) Figure Illustration of intensity slicing and colour assignment 13 Colour Image Processing Digital Image Processing – Part II Full-colour ... Zhang Digital Image Processing Part II Digital Image Processing – Part II © 2010 Huiyu Zhou, Jiahua Wu, Jianguo Zhang & Ventus Publishing ApS I...

Ngày tải lên: 31/03/2014, 16:20