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Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications electronic resource 4th International Conference, CompIMAGE 2014, Pittsburgh, PA, USA, September 3-5, 2014 / edited by Yongjie Jessica Zhang, João Manuel R. S. Tavares.

Contributor(s): Zhang, Yongjie Jessica [editor.] | Tavares, João Manuel R. S [editor.] | SpringerLink (Online service)Material type: TextTextSeries: Lecture Notes in Computer SciencePublication details: Cham : Springer International Publishing : Imprint: Springer, 2014Description: XXVI, 414 p. 206 illus. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783319099941Subject(s): Computer Science | Medical records -- Data processing | Data mining | Computer simulation | Computer vision | Optical pattern recognition | Computer Science | Image Processing and Computer Vision | Pattern Recognition | Health Informatics | Simulation and Modeling | Data Mining and Knowledge DiscoveryDDC classification: 006.6 | 006.37 LOC classification: TA1637-1638TA1637-1638Online resources: Click here to access online
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.
In: Springer eBooksSummary: 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.
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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.

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.

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