Advances in Computational Vision and Medical Image Processing: Methods and Applications

ISBN-13: 9781402090851 / Angielski / Twarda / 2008 / 294 str.

Joao Manuel R. S. Tavares; R. M. Natal Jorge

Opis

Computational methodologies of signal processing and imaging analysis, namely considering 2D and 3D images, are commonly used in different applications of the human society. For example, Computational Vision systems are progressively used for surveillance tasks, traf?c analysis, recognition process, inspection p- poses, human-machine interfaces, 3D vision and deformation analysis. One of the main characteristics of the Computational Vision domain is its int- multidisciplinary. In fact, in this domain, methodologies of several more fundam- tal sciences, such as Informatics, Mathematics, Statistics, Psychology, Mechanics and Physics are usually used. Besides this inter-multidisciplinary characteristic, one of the main reasons that contributes for the continually effort done in this domain of the human knowledge is the number of applications in the medical area. For instance, it is possible to consider the use of statistical or physical procedures on medical images in order to model the represented structures. This modeling can have different goals, for example: shape reconstruction, segmentation, registration, behavior interpretation and simulation, motion and deformation analysis, virtual reality, computer-assisted therapy or tissue characterization. The main objective of the ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing (VIPimage) is to promote a comprehensive forum for discussion on the recent advances in the related ?elds trying to id- tify widespread areas of potential collaboration between researchers of different sciences.

Spis treści

Preface; Modeling Cardiovascular Anatomy from Patient-Specific Imaging Data, by Chandrajit Bajaj, Samrat Goswamij; Geodesic Methods for Shape and Surface Processing, by Gabriel Peyré, Laurent Cohen; Robust Shape Estimation with Deformable Models, by Jorge S. Marques, Jacinto C. Nascimento, Arnaldo J. Abrantes, Margarida Silveira; Digital Geometry and its Applications to Medical Imaging, by Reneta P. Barneva, Valentin E. Brimkov; Multimodality in Brain Imaging: Methodologic Aspects and Applications, by Sónia I. Gonçalves; Research Steps towards Human Sequence Evaluation, by Jordi Gonzàlez, F. Xavier Roca, Juan J. Villanueva; 3D Object Reconstruction from Uncalibrated Images using an Off-the-Shelf Camera, by Teresa C.S. Azevedo, João Manuel R.S. Tavares, Mário A.P. Vaz; Edge-Images using a Uninorm-Based Fuzzy Mathematical Morphology. Opening and Closing, by Manuel González-Hidalgo, Arnau Mir Torres, Daniel Ruiz-Aguilera, Joan Torrens Sastre; A Tissue Relevance and Meshing Method for Computing Patient-specific Anatomical Models in Endoscopic Sinus Surgery Simulation, by M.A. Audette, I. Hertel, O. Burgert, G. Strauss; A robust eye tracking procedure for medical and industrial applications, by Alberto De Santis, Daniela Iacoviello; 3D Reconstruction of the Retinal Arterial Tree using Subject-Specific Fundus Images, by Liu D, Wood NB, Xu XY, Witt N, Hughes AD, Thom SAMcG; Microscale flow dynamics of red blood cells in microchannels: an experimental and numerical analysis, by R. Lima, M. Nakamura, T. Omori, T. Ishikawa, S. Wada, T. Yamaguchi; Efficiency of spherical filters on detection of isotropic defects in textured backgrounds, by Céline Gouttière, Joël De Coninck; Spontaneous intracerebral hemorrhage image analysis methods: a survey; by Noel Pérez, Jose Valdés, Miguel Guevara, Augusto Silva; Fluid-Structure interaction applied to blood flow simulations, by E. Soudah, E. Oñate, J. García, J.S. Pérez, A. Mena, E. Heidenreich, J.F. Rodríguez, M.Doblaré; Validity of paranasal CT image reconstruction for finite element models in otorhinolaryngology, by Maria Elizete Kunkel, Analia I Moral, Kathrin Tingelhoff, Friedrich Bootz, Friedrich Wahl.

Blurb

The present book contains extended versions of papers presented in the international Conference VIPIMAGE 2007 – ECCOMAS Thematic Conference on Computational Vision and Medical Image, held in Faculdade de Engenharia da Universidade do Porto, in 17-19 of October 2007. This conference was the first ECCOMAS thematic conference on computational vision and medical image processing. It covers topics related with image processing and analysis, medical imaging and computational modeling and simulation, considering their multidisciplinary.

This book collects the state-of-the-art research, methods and new ideas on the subject of computational vision and medical image processing contributing for the development of these areas of knowledge.