Title Advances in intelligent informatics / El-Sayed M. El-Alfy, Sabu M. Thampi, Hideyuki Yakagi, Selwyn Piramuthu, Thomas Hanne, editors

Published Cham : Springer-Verlag, [2015] ©2015

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Description 1 online resource Series Advances in intelligent systems and computing ; volume 320 Advances in intelligent systems and computing ; volume 320. Contents Preface -- Organization -- Contents -- Artificial Immune System Based Image Enhancement Technique -- 1 Introduction -- 2 Methodology -- 2.1 Overview of Artificial Immune System -- 2.2 Functions Used -- 2.3 Proposed Method -- 3 Results and Discussions -- 4 Conclusions -- References -- Grayscale to Color Map Transformation for Efficient Image Analysis on Low Processing Devices -- 1 Introduction -- 2 Proposed Grayscale to Color Transform -- 3 Experimental Results and Analysis -- 3.1 k-Means Clustering Algorithm -- 3.2 Applications and Scopes 4 Conclusion and FutureReferences -- Automatic Classification of Brain MRI Images Using SVM and Neural Network Classifiers -- 1 Introduction -- 2 Related Works -- 3 Design of the CAD System -- 3.1 Preprocessing -- 3.2 Segmentation -- 3.3 Classification -- 4 Experimental Results -- 4.1 Data Set Used -- 4.2 Performance Analysis of FCM on Original and Reduced Image Data -- 4.3 Parameters Used for Classifier Evaluation -- 4.4 Experiments Conducted -- 5 Conclusion and Future Work -- References An Investigation of fSVD and Ridgelet Transform for Illumination and Expression Invariant Face Recognition1 Introduction -- 2 Proposed Methodology -- 2.1 flustered SVD (fSVD) -- 2.2 Ridgelet Transform -- 2.3 Classification -- 3 Experimental Results and Performance Analysis -- 4 Conclusion -- References -- Coslets: A Novel Approach to Explore Object Taxonomy in Compressed DCT Domain for Large Image Datasets -- 1 Introduction -- 2 Proposed Method -- 2.1 Segmentation in Complex Hybrid Color Space -- 2.2 Feature Extraction and Classification 3 Experimental Results and Performance Analysis3.1 Caltech -- 101 Dataset -- 3.2 Caltech -- 256 Dataset -- 4 Discussion and Conclusion -- References -- AI Based Automated Identification and Estimation of Noise in Digital Images -- 1 Introduction -- 2 Probabilistic Neural Network (PNN)[2] -- 3 Methodology -- 3.1 Noise Identification Stage -- 3.2 Noise Level Estimation Stage -- 4 Implementation and Results -- 5 Conclusion -- References -- SV-M/D: Support Vector Machine-Singular Value Decomposition Based Face Recognition -- 1 Introduction -- 2 Methodology 2.1 Support Vector Machine (SVM)2.2 Singular Value Decomposition (SVD) -- 3 Results and Discussion -- 4 Conclusion -- Appendix I -- Solving for Dual Optimization Problem6 -- Appendix II -- Mercer-Hilbert-Schmidt Theorem -- References -- A New Single Image Dehazing Approach Using Modified Dark Channel Prior -- 1 Introduction -- 2 Related Work -- 2.1 Optical Model of Hazy Images -- 2.2 Dark Channel Prior -- 2.3 Transmission Estimation -- 2.4 Restoration of Input Image -- 3 Proposed Meth hodology -- 3.1 Convert RGB to o LAB Color Space Summary This book contains a selection of refereed and revised papers of Intelligent Informatics Track originally presented at the third International Symposium on Intelligent Informatics (ISI-2014), September 24-27, 2014, Delhi, India. The papers selected for this Track cover several intelligent informatics and related topics including signal processing, pattern recognition, image processing data mining and their applications Analysis engineering computational science kunstmatige intelligentie artificial intelligence Engineering (General) Techniek (algemeen) Notes Includes author index Title from PDF title page (Ebsco; viewed on Sept. 17, 2014) Bibliography Includes bibliographical references and index Subject Artificial intelligence -- Congresses Data mining -- Congresses Computer networks -- Congresses COMPUTERS -- General. Artificial intelligence Computer networks Data mining Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author El-Alfy, El-Sayed M., editor Thampi, Sabu M., editor Yakagi, Hideyuki, editor Piramuthu, Selwyn, editor Hanne, Thomas, editor ISBN 9783319112183 331911218X 3319112171 9783319112176

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