Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications
4th International Conference, CompIMAGE 2014, Pittsburgh, PA, USA, September 3-5, 2014, Proceedings
Seiten
2014
|
2014
Springer International Publishing (Verlag)
978-3-319-09993-4 (ISBN)
Springer International Publishing (Verlag)
978-3-319-09993-4 (ISBN)
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.
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.
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.
Erscheint lt. Verlag | 4.8.2014 |
---|---|
Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
Zusatzinfo | XXVI, 414 p. 206 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 670 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | 2D and 3D reconstruction • Artificial Intelligence • biological imaging • biometric person identification • Computational modeling • computer vision • data interpolation • Health Informatics • Image processing and analysis • image registration and acquisition • Image Segmentation • machine learning • Medical Imaging • motion and deformation analysis • objects tracking • scientific data visualization • Shape modeling • Simulation • vision in robotics and automation • visual data mining and knowledge discovery |
ISBN-10 | 3-319-09993-0 / 3319099930 |
ISBN-13 | 978-3-319-09993-4 / 9783319099934 |
Zustand | Neuware |
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