Geometry-Driven Diffusion in Computer Vision

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Publisher : Springer Science & Business Media
ISBN 13 : 9401716994
Total Pages : 461 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Geometry-Driven Diffusion in Computer Vision by : Bart M. Haar Romeny

Download or read book Geometry-Driven Diffusion in Computer Vision written by Bart M. Haar Romeny and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scale is a concept the antiquity of which can hardly be traced. Certainly the familiar phenomena that accompany sc ale changes in optical patterns are mentioned in the earliest written records. The most obvious topological changes such as the creation or annihilation of details have been a topic to philosophers, artists and later scientists. This appears to of fascination be the case for all cultures from which extensive written records exist. For th instance, chinese 17 c artist manuals remark that "distant faces have no eyes" . The merging of details is also obvious to many authors, e. g. , Lucretius mentions the fact that distant islands look like a single one. The one topo logical event that is (to the best of my knowledge) mentioned only late (by th John Ruskin in his "Elements of drawing" of the mid 19 c) is the splitting of a blob on blurring. The change of images on a gradual increase of resolu tion has been a recurring theme in the arts (e. g. , the poetic description of the distant armada in Calderon's The Constant Prince) and this "mystery" (as Ruskin calls it) is constantly exploited by painters.

Geometry-Driven Diffusion in Computer Vision

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Publisher : Springer
ISBN 13 : 9789401717007
Total Pages : 468 pages
Book Rating : 4.7/5 (17 download)

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Book Synopsis Geometry-Driven Diffusion in Computer Vision by : Bart M Haar Romeny

Download or read book Geometry-Driven Diffusion in Computer Vision written by Bart M Haar Romeny and published by Springer. This book was released on 2014-01-15 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geometric Level Set Methods in Imaging, Vision, and Graphics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387218106
Total Pages : 523 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Geometric Level Set Methods in Imaging, Vision, and Graphics by : Stanley Osher

Download or read book Geometric Level Set Methods in Imaging, Vision, and Graphics written by Stanley Osher and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is, for the first time, a book that clearly explains and applies new level set methods to problems and applications in computer vision, graphics, and imaging. It is an essential compilation of survey chapters from the leading researchers in the field. The applications of the methods are emphasized.

Partial Differential Equations and Geometry-driven Diffusion in Image Processing and Analysis

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Publisher :
ISBN 13 :
Total Pages : 205 pages
Book Rating : 4.:/5 (437 download)

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Book Synopsis Partial Differential Equations and Geometry-driven Diffusion in Image Processing and Analysis by : Vicent Caselles

Download or read book Partial Differential Equations and Geometry-driven Diffusion in Image Processing and Analysis written by Vicent Caselles and published by . This book was released on 1998 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Methods in Computer Vision

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387004976
Total Pages : 176 pages
Book Rating : 4.0/5 (49 download)

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Book Synopsis Mathematical Methods in Computer Vision by : Peter J. Olver

Download or read book Mathematical Methods in Computer Vision written by Peter J. Olver and published by Springer Science & Business Media. This book was released on 2003-10 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Comprises some of the key work presented at two IMA Wokshops on Computer Vision during fall of 2000."--Pref.

Geometric Methods in Bio-Medical Image Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 3642559875
Total Pages : 151 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Geometric Methods in Bio-Medical Image Processing by : Ravikanth Malladi

Download or read book Geometric Methods in Bio-Medical Image Processing written by Ravikanth Malladi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: The genesis of this book goes back to the conference held at the University of Bologna, June 1999, on collaborative work between the University of California at Berkeley and the University of Bologna. The book, in its present form, is a compilation of some of the recent work using geometric partial differential equations and the level set methodology in medical and biomedical image analysis. The book not only gives a good overview on some of the traditional applications in medical imagery such as, CT, MR, Ultrasound, but also shows some new and exciting applications in the area of Life Sciences, such as confocal microscope image understanding.

Geometric Curve Evolution and Image Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540004028
Total Pages : 204 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Geometric Curve Evolution and Image Processing by : Frédéric Cao

Download or read book Geometric Curve Evolution and Image Processing written by Frédéric Cao and published by Springer Science & Business Media. This book was released on 2003-02-27 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: In image processing, "motions by curvature" provide an efficient way to smooth curves representing the boundaries of objects. In such a motion, each point of the curve moves, at any instant, with a normal velocity equal to a function of the curvature at this point. This book is a rigorous and self-contained exposition of the techniques of "motion by curvature". The approach is axiomatic and formulated in terms of geometric invariance with respect to the position of the observer. This is translated into mathematical terms, and the author develops the approach of Olver, Sapiro and Tannenbaum, which classifies all curve evolution equations. He then draws a complete parallel with another axiomatic approach using level-set methods: this leads to generalized curvature motions. Finally, novel, and very accurate, numerical schemes are proposed allowing one to compute the solution of highly degenerate evolution equations in a completely invariant way. The convergence of this scheme is also proved.

Medical Image Computing and Computer-Assisted Intervention - MICCAI'98

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Publisher : Springer
ISBN 13 : 3540495630
Total Pages : 1279 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Medical Image Computing and Computer-Assisted Intervention - MICCAI'98 by : William M. Wells

Download or read book Medical Image Computing and Computer-Assisted Intervention - MICCAI'98 written by William M. Wells and published by Springer. This book was released on 2006-08-18 with total page 1279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI'98, held in Cambridge, MA, USA, in October 1998. The 134 revised papers presented were carefully selected from a total of 243 submissions. The book is divided into topical sections on surgical planning, surgical navigation and measurements, cardiac image analysis, medical robotic systems, surgical systems and simulators, segmentation, computational neuroanatomy, biomechanics, detection in medical images, data acquisition and processing, neurosurgery and neuroscience, shape analysis, feature extraction, registration, and ultrasound.

Shape, Contour and Grouping in Computer Vision

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Publisher : Springer
ISBN 13 : 3540468056
Total Pages : 350 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Shape, Contour and Grouping in Computer Vision by : David A. Forsyth

Download or read book Shape, Contour and Grouping in Computer Vision written by David A. Forsyth and published by Springer. This book was released on 2003-07-31 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision has been successful in several important applications recently. Vision techniques can now be used to build very good models of buildings from pictures quickly and easily, to overlay operation planning data on a neuros- geon’s view of a patient, and to recognise some of the gestures a user makes to a computer. Object recognition remains a very di cult problem, however. The key questions to understand in recognition seem to be: (1) how objects should be represented and (2) how to manage the line of reasoning that stretches from image data to object identity. An important part of the process of recognition { perhaps, almost all of it { involves assembling bits of image information into helpful groups. There is a wide variety of possible criteria by which these groups could be established { a set of edge points that has a symmetry could be one useful group; others might be a collection of pixels shaded in a particular way, or a set of pixels with coherent colour or texture. Discussing this process of grouping requires a detailed understanding of the relationship between what is seen in the image and what is actually out there in the world.

Handbook of Geometric Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 3540282475
Total Pages : 773 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Handbook of Geometric Computing by : Eduardo Bayro Corrochano

Download or read book Handbook of Geometric Computing written by Eduardo Bayro Corrochano and published by Springer Science & Business Media. This book was released on 2005-12-06 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the application of geometric computing for building such systems, with contributions from leading experts in the important fields of neuroscience, neural networks, image processing, pattern recognition, computer vision, uncertainty in geometric computations, conformal computational geometry, computer graphics and visualization, medical imagery, geometry and robotics, and reaching and motion planning. For the first time, the various methods are presented in a comprehensive, unified manner. This handbook is highly recommended for postgraduate students and researchers working on applications such as automated learning; geometric and fuzzy reasoning; human-like artificial vision; tele-operation; space maneuvering; haptics; rescue robots; man-machine interfaces; tele-immersion; computer- and robotics-aided neurosurgery or orthopedics; the assembly and design of humanoids; and systems for metalevel reasoning.

Computer Vision - ECCV 2004

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Publisher : Springer Science & Business Media
ISBN 13 : 3540219838
Total Pages : 648 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computer Vision - ECCV 2004 by : Tomas Pajdla

Download or read book Computer Vision - ECCV 2004 written by Tomas Pajdla and published by Springer Science & Business Media. This book was released on 2004-04-28 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set comprising LNCS volumes 3021/3022/3023/3024 constitutes the refereed proceedings of the 8th European Conference on Computer Vision, ECCV 2004, held in Prague, Czech Republic, in May 2004. The 190 revised papers presented were carefully reviewed and selected from a total of 555 papers submitted. The four books span the entire range of current issues in computer vision. The papers are organized in topical sections on tracking; feature-based object detection and recognition; geometry; texture; learning and recognition; information-based image processing; scale space, flow, and restoration; 2D shape detection and recognition; and 3D shape representation and reconstruction.

Front-End Vision and Multi-Scale Image Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 140208840X
Total Pages : 470 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Front-End Vision and Multi-Scale Image Analysis by : Bart M. Haar Romeny

Download or read book Front-End Vision and Multi-Scale Image Analysis written by Bart M. Haar Romeny and published by Springer Science & Business Media. This book was released on 2008-10-24 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many approaches have been proposed to solve the problem of finding the optic flow field of an image sequence. Three major classes of optic flow computation techniques can discriminated (see for a good overview Beauchemin and Barron IBeauchemin19951): gradient based (or differential) methods; phase based (or frequency domain) methods; correlation based (or area) methods; feature point (or sparse data) tracking methods; In this chapter we compute the optic flow as a dense optic flow field with a multi scale differential method. The method, originally proposed by Florack and Nielsen [Florack1998a] is known as the Multiscale Optic Flow Constrain Equation (MOFCE). This is a scale space version of the well known computer vision implementation of the optic flow constraint equation, as originally proposed by Horn and Schunck [Horn1981]. This scale space variation, as usual, consists of the introduction of the aperture of the observation in the process. The application to stereo has been described by Maas et al. [Maas 1995a, Maas 1996a]. Of course, difficulties arise when structure emerges or disappears, such as with occlusion, cloud formation etc. Then knowledge is needed about the processes and objects involved. In this chapter we focus on the scale space approach to the local measurement of optic flow, as we may expect the visual front end to do. 17. 2 Motion detection with pairs of receptive fields As a biologically motivated start, we begin with discussing some neurophysiological findings in the visual system with respect to motion detection.

Empirical Evaluation Methods In Computer Vision

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Publisher : World Scientific
ISBN 13 : 9814488526
Total Pages : 170 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Empirical Evaluation Methods In Computer Vision by : Henrik I Christensen

Download or read book Empirical Evaluation Methods In Computer Vision written by Henrik I Christensen and published by World Scientific. This book was released on 2002-05-08 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of methods for the empirical evaluation of computer vision techniques. The practical use of computer vision requires empirical evaluation to ensure that the overall system has a guaranteed performance.The book contains articles that cover the design of experiments for evaluation, range image segmentation, the evaluation of face recognition and diffusion methods, image matching using correlation methods, and the performance of medical image processing algorithms.

Information Processing in Medical Imaging

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Publisher : Springer
ISBN 13 : 354048714X
Total Pages : 525 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Information Processing in Medical Imaging by : Attila Kuba

Download or read book Information Processing in Medical Imaging written by Attila Kuba and published by Springer. This book was released on 2003-05-21 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1999 international conference on Information Processing in Medical Imaging (IPMI ’99) was the sixteenth in the series of biennial meetings and followed the successful meeting in Poultney, Vermont, in 1997. This year, for the rst time, the conference was held in central Europe, in the historical Hungarian town of Visegr ad, one of the most beautiful spots not only on the Danube Bend but in all Hungary. The place has many historical connections, both national and international. The castle was once a royal palace of King Matthias. In the middle ages, the Hungarian, Czech, and Polish kings met here. Recently, after the summit meeting of reestablished democracies in the area, it became a symbol for the cooperation between central European countries as they approached the European Union. It was thus also symbolic to bring IPMI, in the year of the 30th anniversary of its foundation, to this place, and organize the meeting with the close cooperation of local and traditional western organizers. It also provided a good opportunity to summarize brie?y a history of IPMI for those who were new to the IPMI conference. This year we received 82 full paper submissions from all over the world. Of these, 24 were accepted as oral presentations. These were divided into 6 sessions. In spite of our e orts, it was found to be impossible to make these sessions fully balanced and homogeneous.

Visualization in Biomedical Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540616498
Total Pages : 630 pages
Book Rating : 4.6/5 (164 download)

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Book Synopsis Visualization in Biomedical Computing by : Karl H. Höhne

Download or read book Visualization in Biomedical Computing written by Karl H. Höhne and published by Springer Science & Business Media. This book was released on 1996-09-11 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Visualization in Biomedical Computing, VBC '96, held in Hamburg, Germany, in September 1996. The 73 revised full papers presented were selected from a total of 232 submissions. The book reports the state of the art in the field of computer based visualization in medicine and biology. The papers are organized in sections on visualization; image processing; segmentation; registration; brain: description of shape; brain: characterization of pathology; brain: visualization of function; simulation of surgery and endoscopy; image guided surgery and endoscopy.

Machine Learning in Computer Vision

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Publisher : Springer Science & Business Media
ISBN 13 : 9781402032745
Total Pages : 268 pages
Book Rating : 4.0/5 (327 download)

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Book Synopsis Machine Learning in Computer Vision by : Nicu Sebe

Download or read book Machine Learning in Computer Vision written by Nicu Sebe and published by Springer Science & Business Media. This book was released on 2005-06-03 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of complex real-world applications. The effective usage of machine learning technology in real-world computer vision problems requires understanding the domain of application, abstraction of a learning problem from a given computer vision task, and the selection of appropriate representations for the learnable (input) and learned (internal) entities of the system.In this book, we address all these important aspects from a new perspective: that the key element in the current computer revolution is the use of machine learning to capture the variations in visual appearance, rather than having the designer of the model accomplish this. As a bonus, models learned from large datasets are likely to be more robust and more realistic than the brittle all-design models.

Computer Vision

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Publisher : Springer
ISBN 13 : 3662485583
Total Pages : 481 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Computer Vision by : Honbin Zha

Download or read book Computer Vision written by Honbin Zha and published by Springer. This book was released on 2015-09-18 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volumes CCIS 546 and 547 constitute the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2015, held in Xi'an, China, in September 2015. The total of 89 revised full papers presented in both volumes were carefully reviewed and selected from 176 submissions. The papers address issues such as computer vision, machine learning, pattern recognition, target recognition, object detection, target tracking, image segmentation, image restoration, face recognition, image classification.