Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications - 4th International Conference, CompIMAGE 2014, Pittsburgh, PA, USA, September 3-5, 2014, Proceedings

This book constitutes the refereed proceedings of the 4th International Conference on Computational Modeling of Objects Presented in Images, CompIMAGE 2014, held in Pittsburgh, PA, USA, in September 2014.
The 29 revised full papers presented together with 10 short papers and 6 keynote talks were carefully reviewed and selected from 54 submissions. The papers cover the following topics: medical treatment, imaging and analysis; image registration, denoising and feature identification; image segmentation; shape analysis, meshing and graphs; medical image processing and simulations; image recognition, reconstruction and predictive modeling; image-based modeling and simulations; and computer vision and data-driven investigations.

List of contents

Medical Treatment, Imaging and Analysis.- Image Registration, Denoising and Feature Identification.- Image Segmentation.- Shape Analysis, Meshing and Graphs.- Medical Image Processing and Simulations.- Image Recognition, Reconstruction and Predictive Modeling.- Image-Based Modeling and Simulations.- Computer Vision and Data-Driven Investigations.

Summary

This book constitutes the refereed proceedings of the 4th International Conference on Computational Modeling of Objects Presented in Images, CompIMAGE 2014, held in Pittsburgh, PA, USA, in September 2014.


The 29 revised full papers presented together with 10 short papers and 6 keynote talks were carefully reviewed and selected from 54 submissions. The papers cover the following topics: medical treatment, imaging and analysis; image registration, denoising and feature identification; image segmentation; shape analysis, meshing and graphs; medical image processing and simulations; image recognition, reconstruction and predictive modeling; image-based modeling and simulations; and computer vision and data-driven investigations.

Product details

• Assisted by: Yongji Jessica Zhang (Editor), Yongjie Jessica Zhang (Editor), Manuel R S Tavares (Editor), Manuel R S Tavares (Editor), Joao Manuel R. S. Tavares (Editor), João Manuel R. S. Tavares (Editor), João Manuel R.S. Tavares (Editor), Yongjie Zhang (Editor), Yongjie Jessica Zhang (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 22.07.2014
• EAN: 9783319099934
• ISBN: 978-3-31-909993-4
• No. of pages: 414
• Dimensions: 156 mm x 235 mm x 24 mm
• Weight: 663 g
• Illustrations: XXVI, 414 p. 206 illus.
• Series: Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics; Lecture Notes in Computer Science / Image Processing, Computer Vision, Pattern Recognition, and Grap; Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; C, Data Mining, Mustererkennung, Computermodellierung und -simulation, Wissensbasierte Systeme, Expertensysteme, Computeranwendungen in Industrie und Technologie, computer science, Computer Vision, Health Informatics, Image Processing and Computer Vision, pattern recognition, Data Mining and Knowledge Discovery, Automated Pattern Recognition, Health & safety aspects of IT, Optical data processing, Computer simulation, Computer modelling & simulation, Simulation and Modeling, Expert systems / knowledge-based systems, Computer Modelling, visual data mining and knowledge discovery, vision in robotics and automation