Analysis of the Convergence Properties of a Mutual Information-based Image Registration Method

Analysis of the Convergence Properties of a Mutual Information-based Image Registration Method PDF Author: Yusuf Serkan Kirac
Publisher:
ISBN:
Category : Convergence
Languages : en
Pages : 122

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Book Description


Mutual Information-Based Image Registration

Mutual Information-Based Image Registration PDF Author: K. A. Bachman
Publisher:
ISBN: 9783836484831
Category : Mathematics
Languages : de
Pages : 116

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Book Description
Mutual information, in addition to having application in fields such as communication and computer vision, has resulted in fully automated image registration methods. Mutual information, in the context of image registration, is given by the difference between the sum of the entropies of individual overlapping images and the joint entropy of the combined images. It is a measure of the reduction in uncertainty about one image due to knowledge of the other. The book begins with a broad overview of medical image registration as the context in which to present the discrete mutual information-based registration method. The theory and mathematics of discrete mutual information and its origin in information theory is presented, followed by discussion of its application in image registration. Finally, a specific example of mutual information-based medical 2D-2D image registration is presented: registration of digitally reconstructed radiographs (DRRs) and electronic portal images (EPIs).

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2009

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2009 PDF Author: Guang-Zhong Yang
Publisher: Springer Science & Business Media
ISBN: 3642042678
Category : Computers
Languages : en
Pages : 1078

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Book Description
The two-volume set LNCS 5761 and LNCS 5762 constitute the refereed proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009, held in London, UK, in September 2009. Based on rigorous peer reviews, the program committee carefully selected 259 revised papers from 804 submissions for presentation in two volumes. The first volume includes 125 papers divided in topical sections on cardiovascular image guided intervention and robotics; surgical navigation and tissue interaction; intra-operative imaging and endoscopic navigation; motion modelling and image formation; image registration; modelling and segmentation; image segmentation and classification; segmentation and atlas based techniques; neuroimage analysis; surgical navigation and robotics; image registration; and neuroimage analysis: structure and function.

Big Data in Medical Image Processing

Big Data in Medical Image Processing PDF Author: R. Suganya
Publisher: CRC Press
ISBN: 1351366610
Category : Science
Languages : en
Pages : 145

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Book Description
The field of medical imaging seen rapid development over the last two decades and has consequently revolutionized the way in which modern medicine is practiced. Diseases and their symptoms are constantly changing therefore continuous updating is necessary for the data to be relevant. Diseases fall into different categories, even a small difference in symptoms may result in categorising it in a different group altogether. Thus analysing data accurately is of critical importance. This book concentrates on diagnosing diseases like cancer or tumor from different modalities of images. This book is divided into the following domains: Importance of big data in medical imaging, pre-processing, image registration, feature extraction, classification and retrieval. It is further supplemented by the medical analyst for a continuous treatment process. The book provides an automated system that could retrieve images based on user’s interest to a point of providing decision support. It will help medical analysts to take informed decisions before planning treatment and surgery. It will also be useful to researchers who are working in problems involved in medical imaging.

4th European Conference of the International Federation for Medical and Biological Engineering 23 - 27 November 2008, Antwerp, Belgium

4th European Conference of the International Federation for Medical and Biological Engineering 23 - 27 November 2008, Antwerp, Belgium PDF Author: Jos van der Sloten
Publisher: Springer Science & Business Media
ISBN: 3540892087
Category : Technology & Engineering
Languages : en
Pages : 2944

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Book Description
The 4th European Congress of the International Federation for Medical and Biological Federation was held in Antwerp, November 2008. The scientific discussion on the conference and in this conference proceedings include the following issues: Signal & Image Processing ICT Clinical Engineering and Applications Biomechanics and Fluid Biomechanics Biomaterials and Tissue Repair Innovations and Nanotechnology Modeling and Simulation Education and Professional

Proceedings of the 2009 International Conference on Signals, Systems and Automation (ICSSA 2009)

Proceedings of the 2009 International Conference on Signals, Systems and Automation (ICSSA 2009) PDF Author: Himanshu Soni
Publisher: Universal-Publishers
ISBN: 1599428695
Category :
Languages : en
Pages : 362

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Book Description
This book is a collection of papers from the 2009 International Conference on Signals, Systems and Automation (ICSSA 2009). The conference at a glance: - Pre-conference Workshops/Tutorials on 27th Dec, 2009 - Five Plenary talks - Paper/Poster Presentation: 28-29 Dec, 2009 - Demonstrations by SKYVIEWInc, SLS Inc., BSNL, Baroda Electric Meters, SIS - On line paper submission facility on website - 200+ papers are received from India and abroad - Delegates from different countries including Poland, Iran, USA - Delegates from 16 states of India - Conference website is seen by more than 3000 persons across the world (27 countries and 120 cities)

Progress in Pattern Recognition, Image Analysis and Applications

Progress in Pattern Recognition, Image Analysis and Applications PDF Author: Alberto Sanfeliu
Publisher: Springer Science & Business Media
ISBN: 3540298509
Category : Computers
Languages : en
Pages : 1114

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Book Description
This book constitutes the refereed proceedings of the 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, held in Havana, Cuba in November 2005. The 107 revised full papers presented together with 3 keynote articles were carefully reviewed and selected from more than 200 submissions. The papers cover ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition.

Multi-Sensor Image Fusion and Its Applications

Multi-Sensor Image Fusion and Its Applications PDF Author: Rick S. Blum
Publisher: CRC Press
ISBN: 1351836951
Category : Technology & Engineering
Languages : en
Pages : 418

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Book Description
Taking another lesson from nature, the latest advances in image processing technology seek to combine image data from several diverse types of sensors in order to obtain a more accurate view of the scene: very much the same as we rely on our five senses. Multi-Sensor Image Fusion and Its Applications is the first text dedicated to the theory and practice of the registration and fusion of image data, covering such approaches as statistical methods, color-related techniques, model-based methods, and visual information display strategies. After a review of state-of-the-art image fusion techniques, the book provides an overview of fusion algorithms and fusion performance evaluation. The following chapters explore recent progress and practical applications of the proposed techniques to solving problems in such areas as medical diagnosis, surveillance and biometric systems, remote sensing, nondestructive evaluation, blurred image restoration, and image quality assessment. Recognized leaders from industry and academia contribute the chapters, reflecting the latest research trends and providing useful algorithms to aid implementation. Supplying a 28-page full-color insert, Multi-Sensor Image Fusion and Its Applications clearly demonstrates the benefits and possibilities of this revolutionary development. It provides a solid knowledge base for applying these cutting-edge techniques to new challenges and creating future advances.

Distributed Sensor Networks

Distributed Sensor Networks PDF Author: S. Sitharama Iyengar
Publisher: CRC Press
ISBN: 1000755665
Category : Computers
Languages : en
Pages : 767

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Book Description
The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for

A Study of Efficiency, Accuracy, and Robustness in Intensity-based Rigid Image Registration

A Study of Efficiency, Accuracy, and Robustness in Intensity-based Rigid Image Registration PDF Author: Lin Xu
Publisher:
ISBN:
Category :
Languages : en
Pages : 94

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Book Description
Image registration is widely used in different areas nowadays. Usually, the efficiency, accuracy, and robustness in the registration process are concerned in applications. This thesis studies these issues by presenting an efficient intensity-based mono-modality rigid 2D-3D image registration method and constructing a novel mathematical model for intensity-based multi-modality rigid image registration.