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Titlebook: Computational Intelligence Paradigms in Advanced Pattern Classification; Marek R. Ogiela,Lakhmi C Jain Book 2012 Springer Berlin Heidelber

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Moving Object Detection from Mobile Platforms Using Stereo Data Registration,two consecutive 3D point clouds into the same coordinate system by means of the quaternion method. Finally, moving objects correspond to those areas with large 3D registration errors. Experimental results show the viability of the proposed approach to detect moving objects like vehicles or pedestrians in different urban scenarios.
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Recent Advances in Pattern Classification, interpretation and semantic classification. In this book we present some new solutions for the development of modern pattern recognition techniques for processing and analysis of several classes of visual patterns, as well as some theoretical foundations for modern pattern interpretation approaches
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Moving Object Detection from Mobile Platforms Using Stereo Data Registration,ed registration, which avoids common problems that appear when computationally expensive iterative-based algorithms are used on dynamic environments. The proposed approach consists of three main stages. Initially, feature points are extracted and tracked through consecutive 2D frames. Then, a RANSAC
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Pattern Classifications in Cognitive Informatics,ed to build cognitive systems for classifying patterns, which in turn will form the basis for discussing and characterising Understanding Based Image Analysis Systems (UBIAS). The purpose of these systems is image analysis, while their design and operation follow cognitive/reasoning processes charac
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Optimal Differential Filter on Hexagonal Lattice,ections are not equal. On the other hand, a hexagonal lattice, however, covers an area with sampling points whose adjacent pixel distances are the same; therefore, it has te potential advantage that it can be used to calculate accurate two-dimensional gradient..The fundamental image filter in many i
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Graph Image Language Techniques Supporting Advanced Classification and Cognitive Interpretation of ns of coronary artery system. The proposed linguistic description makes it possible to intelligently model the examined structure and then to advanced classification and cognitive interpretation of coronary arteries (automatically find the locations of significant stenoses and identify their morphom
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A Graph Matching Approach to Symmetry Detection and Analysis,ration. In this chapter we show that in the context of graph matching, spectral relaxation can be applied to the detection and analysis of symmetries in .dimensions. First, we cast symmetry detection of a set of points in ℝ. as the self-alignment of the set to itself. Thus, by representing an object
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