Computer Analysis of Images and Patterns Part I CAIP 2011 1st Edition by Ainhoa Berciano, Daniel Diaz Pernil, Walter Kropatsch, Helena Molina Abril, Pedro Real ISBN 3642236715

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ISBN 10: 3642236715 
ISBN 13: 
Author: Ainhoa Berciano, Daniel Diaz-Pernil, Walter Kropatsch, Helena Molina-Abril, Pedro Real

The two volume set LNCS 6854/6855 constitutes the refereed proceedings of the International Conference on Computer Analysis of Images and Patterns, CAIP 2011, which took place in Seville, Spain, August 29-31, 2011. The 138 papers presented together with 2 invited talks were carefully reviewed and selected from 286 submissions. The papers are organized in topical section on: motion analysis, image and shape models, segmentation and grouping, shape recovery, kernel methods, medical imaging, structural pattern recognition, Biometrics, image and video processing, calibration; and tracking and stereo vision.

Computer Analysis of Images and Patterns Part I CAIP 2011 1st Table of contents:

• Image Processing Techniques

  • Research on novel methods for processing and enhancing images, dealing with noise reduction, edge detection, and image restoration.

• Pattern Recognition

  • Techniques and algorithms for recognizing patterns in data, including classification, clustering, and feature extraction approaches.

• Object Recognition

  • Approaches and algorithms for detecting and recognizing objects in images and video sequences, including real-time and 3D object recognition.

• Machine Learning and Artificial Intelligence in Image Analysis

  • Papers exploring the application of machine learning algorithms, including deep learning, for image analysis and pattern recognition tasks.

• Computer Vision Applications

  • Use of image processing and pattern recognition techniques in practical applications such as robotics, autonomous vehicles, and medical imaging.

• Image Segmentation

  • Research on algorithms for segmenting images into meaningful regions, a fundamental task in many computer vision applications.

• 3D Imaging and Reconstruction

  • Studies on 3D image processing, including methods for reconstructing 3D scenes from 2D images and depth mapping.

• Motion Analysis and Tracking

  • Algorithms and methods for analyzing and tracking motion in video sequences, with applications in surveillance, robotics, and sports analysis.

• Multimedia and Multimodal Processing

  • Approaches to handling and analyzing multimedia content, including the integration of image, video, and text data in multimedia systems.

• Medical Image Analysis

  • Specific techniques and methods tailored to the analysis of medical images, including tumor detection, segmentation, and diagnostic support.

• Pattern Recognition in Data Mining and Bioinformatics

  • Applications of pattern recognition methods in bioinformatics and other fields where large datasets require sophisticated pattern detection.

• Geometric and Structural Analysis

  • Algorithms for understanding the geometry and structure of objects in images, with applications to robotics and 3D modeling.

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