• Nenhum resultado encontrado

Topics in Medical Image Processing and Computational Vision

N/A
N/A
Protected

Academic year: 2021

Share "Topics in Medical Image Processing and Computational Vision"

Copied!
7
0
0

Texto

(1)

Lecture Notes in Computational Vision

and Biomechanics

Volume 8

Series Editors

João Manuel R. S. Tavares, Porto, Portugal

R. M. Natal Jorge, Porto, Portugal

Editorial Advisory Board

Alejandro Frangi, Sheffield, UK

Chandrajit Bajaj, Austin, USA

Eugenio Oñate, Barcelona, Spain

Francisco Perales, Palma de Mallorca, Spain

Gerhard A. Holzapfel, Stockholm, Sweden

J. Paulo Vilas-Boas, Porto, Portugal

Jeffrey A. Weiss, Salt Lake City, USA

John Middleton, Cardiff, UK

Jose M. García Aznar, Zaragoza, Spain

Perumal Nithiarasu, Swansea, UK

Kumar K. Tamma, Minneapolis, USA

Laurent Cohen, Paris, France

Manuel Doblaré, Zaragoza, Spain

Patrick J. Prendergast, Dublin, Ireland

Rainald Löhner, Fairfax, USA

Roger Kamm, Cambridge, USA

Thomas J. R. Hughes, Austin, USA

Yongjie Zhang, Pittsburgh, USA

Yubo Fan, Beijing, China

For further volumes:

(2)

This book is the eighth volume to be published in the Book Series ‘‘Lecture Notes in Computational Vision and Biomechanics (LNCV&B)’’.

The research related to the analysis of living structures (Biomechanics) has been a source of recent research in several distinct areas of science, for example, Mathematics, Mechanical Engineering, Physics, Informatics, Medicine and Sport. However, for its successful achievement, numerous research topics should be considered, such as image processing and analysis, geometric and numerical modelling, biomechanics, experimental analysis, mechanobiology and enhanced visualization, and their application to real cases must be developed and more investigation is needed. Additionally, enhanced hardware solutions and less invasive devices are demanded.

On the other hand, Image Analysis (Computational Vision) is used for the extraction of high level information from static images or dynamic image sequences. Examples of applications involving image analysis can be the study of motion of structures from image sequences, shape reconstruction from images and medical diagnosis. As a multidisciplinary area, Computational Vision considers techniques and methods from other disciplines, such as Artificial Intelligence, Signal Processing, Mathematics, Physics and Informatics. Despite the many research projects in this area, more robust and efficient methods of Computational Imaging are still demanded in many application domains in Medicine, and their validation in real scenarios is matter of urgency.

These two important and predominant branches of Science are increasingly considered to be strongly connected and related. Hence, the main goal of the LNCV&B book series consists of the provision of a comprehensive forum for discussion on the current state-of-the-art in these fields by emphasizing their connection. The book series covers (but is not limited to):

In order to match the scope of the LNCV&B book series, each book must include contents relating to or combining both Image Analysis and Biomechanics. Proposals for new books are welcome and should be submitted to the editors of the book series.

The Editors would like to take this opportunity to thank once again to all members of the Advisory Board for their support in the establishment and scientific managing of this book series, and also to Nathalie Jacobs and Anneke Pot for their assistance.

• Applications of Computational Vision and Biomechanics

• Biometrics and Biomedical Pattern Analysis

• Cellular Imaging and Cellular Mechanics • Clinical Biomechanics

• Computational Bioimaging and Visualization • Computational Biology in Biomedical

Imaging

• Development of Biomechanical Devices • Device and Technique Development for

Bio-medical Imaging

• Experimental Biomechanics • Gait & Posture Mechanics

• Grid and High Performance Computing for Computational Vision and Biomechanics • Image Processing and Analysis

• Image Processing and Visualization in Biofluids

• Image Understanding

• Material Models • Mechanobiology • Medical Image Analysis • Molecular Mechanics • Multi-Modal Image Systems • Multiscale Biosensors in

Biomedical Imaging

• Multiscale Devices and Biomems for Biomedical Imaging • Musculoskeletal Biomechanics • Multiscale Analysis in Biomechanics • Neuromuscular Biomechanics • Numerical Methods for Living Tissues • Numerical Simulation

• Software Development on Computational Vision and Biomechanics

• Sport Biomechanics

• Virtual Reality in Biomechanics • Vision Systems

João Manuel R. S. Tavares R. M. Natal Jorge

(3)

João Manuel R. S. Tavares

Renato M. Natal Jorge

Editors

Topics in Medical Image

Processing and

Computational Vision

(4)

Editors

João Manuel R. S. Tavares

Renato M. Natal Jorge

Departamento de Engenharia Mecânica

Faculdade de Engenharia

Universidade do Porto

Porto

Portugal

ISSN 2212-9391

ISSN 2212-9413

(electronic)

ISBN 978-94-007-0725-2

ISBN 978-94-007-0726-9

(eBook)

DOI 10.1007/978-94-007-0726-9

Springer Dordrecht Heidelberg New York London Library of Congress Control Number: 2013934024  Springer Science+Business Media Dordrecht 2013

This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein.

Printed on acid-free paper

(5)

Preface

This book presents novel and advanced Topics in Medical Image Processing and

Computational Vision in order to solidify knowledge in the related fields and

define their key stakeholders.

The sixteen chapters included in this book were written by invited experts of

international recognition and address important issues in Medical Image

Pro-cessing and Computational Vision, including: Object Recognition, Object

Detec-tion, Object Tracking, Pose EstimaDetec-tion, Facial Expression RecogniDetec-tion, Image

Retrieval, Data Mining, Automatic Video Understanding and Management, Edges

Detection, Image Segmentation, Modelling and Simulation, Medical

Thermogra-phy, Database Systems, Synthetic Aperture Radar and Satellite Imagery.

Different applications are addressed and described throughout the book,

com-prising: Object Recognition and Tracking, Facial Expression Recognition, Image

Database, Plant Disease Classification, Video Understanding and Management,

Image Processing, Image Segmentation, Bio-structure Modelling and Simulation,

Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas

Classi-fication and Land Map Generation.

Therefore, this book is of crucial effectiveness for Researchers, Students, End

Users and Manufacturers from several multidisciplinary fields, as the ones related

with

Artificial Intelligence,

Bioengineering,

Biomechanics,

Computational

Mechanics, Computational Vision, Computer Sciences, Human Motion,

Mathe-matics, Medical Image, Medicine, Pattern Recognition and Physics.

The Editors would like to take this opportunity to thank all invited authors for

sharing their works, experiences and knowledge, making possible their

dissemi-nation through this book.

João Manuel R. S. Tavares

Renato M. Natal Jorge

(6)

Contents

Learning a Family of Detectors via Multiplicative Kernels

. . . .

1

Quan Yuan, Ashwin Thangali, Vitaly Ablavsky and Stan Sclaroff

Facial Expression Recognition Using FAPs-Based 3DMMM

. . . .

33

Hamimah Ujir and Michael Spann

SVM Framework for Incorporating Content-Based Image Retrieval

and Data Mining into the SBIM Image Manager

. . . .

49

Luiz A. P. Neves and Gilson A. Giraldi

Identification of Foliar Diseases in Cotton Crop

. . . .

67

Alexandre A. Bernardes, Jonathan G. Rogeri, Roberta B. Oliveira,

Norian Marranghello, Aledir S. Pereira, Alex F. Araujo

and João Manuel R. S. Tavares

Towards Ontological Cognitive System. . . .

87

Carles Fernandez, Jordi Gonzàlez, João Manuel R. S. Tavares

and F. Xavier Roca

A Novel Edge Detector Based on Discrete t-norms

for Noisy Images

. . . .

101

M. González-Hidalgo, S. Massanet and A. Mir

Colour Quantisation as a Preprocessing Step

for Image Segmentation. . . .

119

Henryk Palus and Mariusz Frackiewicz

Medical Imaging and Computational Flow Models

in Deformable Ducts

. . . .

139

Marc Thiriet

(7)

Tracking Red Blood Cells in Microchannels: A Comparative Study

Between an Automatic and a Manual Method

. . . .

165

D. Pinho, R. Lima, A. I. Pereira and F. Gayubo

A Survey for the Automatic Classification of Bone Tissue Images

. . . .

181

J. E. Gil, J. P. Aranda, E. Mérida-Casermeiro and M. Ujaldón

Colour Video Segmentation for the Quantification of Sweat

Dynamic Function

. . . .

201

J. L. Quintero-Morales, E. Nava-Baro, A. García-Linares,

B. Camacho-García and M. S. Dawid-Milner

Current Issues in Medical Thermography

. . . .

223

Ricardo Vardasca and Ricardo Simoes

Detection of Anatomic Structures in Retinal Images

. . . .

239

José Pinão, Carlos Manta Oliveira, André Mora and João Dias

Database System for Clinical and Computer Assisted Diagnosis

of Dermoscopy Images. . . .

261

B. S. R. Amorim and T. F. Mendonça

Segmentation Based Pattern Recognition for Peri-Urban

Areas in X Band SAR Images

. . . .

275

Bruno Cafaro, Silvia Canale, Alberto De Santis, Daniela Iacoviello,

Fiora Pirri and Simone Sagratella

Improving Flood Risk Management in the City of Lisbon:

Developing a Detailed and Updated Map of Imperviousness

Using Satellite Imagery

. . . .

291

T. Santos and S. Freire

Author Biography

. . . .

307

Referências

Documentos relacionados

For the case of trace particles in PW (Figs. 2a and 3a) we observed that the trajectories were almost symmetric and do not present so many fluc- tuations for

percorre um trajeto intensivo, durante o qual ocorre a génese estática ontológica e se traçam linhas de fuga que o conectam com um fora de todas as multiplicidades, o

Marcas que estão na própria história da inserção das mulheres no campo literário: as negociações a serem feitas com as editoras que as publicam, as estratégias de difusão de

Relativamente às diferentes dimensões da Escala de Ansiedade, Depressão e Stress-21 (DASS-21), foi possível observar que os resultados demonstram que, no geral, houve

Medicamentos de tarja vermelha que não deveriam ser prescritos com notificação de receita da lista “B1” representaram apenas 1,85% das prescrições do primeiro período, mas

Em outras palavras, o cenário atual de pesquisa apresenta uma criança que pensa e, mais que isso, que pensa bem. Desde cedo, então, a criança dispõe de recursos cognitivos

VITAMINA C: Ginastas artísticos masculinos (89,5 mg ± 46,3); Ginastas rítmicos femininos (106,8 mg ± 58,5); ginastas artísticos femininos (83,1 mg ± 64,6) havendo

Acompanhando a forma como decorreu, nuÍna escola da cidade de Évorq no final do ano lectivo de 200512006, a segunda edição do Exame Nacional de Língua