Limit search to available items
Book Cover
E-book
Author International Symposium on Intelligent Informatics (3rd : 2014 : Noida, India)

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

Copies

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 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