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Hybrid Intelligent Techniques for Pattern Analysis and Understanding / editors, Anirban Mukherjee, Indrajit Pan.

By: Bhattacharyya, Siddhartha [author.].
Contributor(s): Bhaumik, Arup Kumar [editor.] | Dutta, Paramartha [editor.] | Mukherjee, Anirban [editor.] | Pan, Indrajit [editor.].
Material type: materialTypeLabelBookPublisher: Boca Raton, FL : CRC Press, 2017Edition: First edition.Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315154152.Subject(s): Optical pattern recognition -- Industrial applications | Image analysis | COMPUTERS -- General | Computation | COMPUTERSCIENCEnetBASE | ElectricalEngineeringnetBASE | ENGnetBASE | INFORMATIONSCIENCEnetBASE | Intelligent Systems | ITECHnetBASE | SCI-TECHnetBASE | STMnetBASEAdditional physical formats: Print version: : No titleDDC classification: 006.42 Online resources: Click here to view.
Contents:
chapter 1 one Writer Verification Based on Bangla Handwritten Characters Using Enhanced Textual Feature / Jaya Paul -- chapter 2 Hybrid Intelligence Techniques for Handwritten Digit Recognition / Hemant Jain, Ryan Serrao, and B.K. Tripathy -- chapter 3 Artificial Immune Recognition System for Online Handwritten Signature Verification / Yasmine Serdouk -- chapter 4 Parametric Object Detection Using Estimation of Distribution Algorithms / Ivan Cruz-Aceves -- chapter 5 Hybrid Approach towards Malaria Parasites Detection from Thin Blood Smear Image / Sanjay Nag -- chapter 6 Noise Removal Techniques in Medical Images / Ranjit Biswas -- chapter 7 Face Recognition-Oriented Biometric Security System / Geetika Singh -- chapter 8 Optimization of Hand Motion Recognition System Based on 2D HMM Approach Using ABC Algorithm / K. Martin Sagayam -- chapter 9 Smart Visual Surveillance Technique for Better Crime Management / Narendra Rao T. J. and Jeny Rajan -- chapter 10 Watershed Image Analysis Using a PSO-CA Hybrid Approach / Kalyan Mahata -- chapter 11 An Analysis of Brain MRI Segmentation / Tuhin Utsab Paul -- chapter 12 Haralick's Texture Descriptors for Classification of Renal Ultrasound Images / Komal Sharma -- chapter 13 A Self-Organizing Map-Based Spectral Clustering on Shortest Path of a Graph / Parthajit Roy -- chapter 14 Quantum Algorithm for Sequence Clustering / Arit Kumar Bishwas.
Scope and content: "Hybrid Intelligent Techniques for Pattern Analysis and Understanding outlines the latest research on the development and application of synergistic approaches to pattern analysis in real-world scenarios.An invaluable resource for lecturers, researchers, and graduates students in computer science and engineering, this book covers a diverse range of hybrid intelligent techniques, including image segmentation, character recognition, human behavioral analysis, hyperspectral data processing, and medical image analysis."--Provided by publisher.
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chapter 1 one Writer Verification Based on Bangla Handwritten Characters Using Enhanced Textual Feature / Jaya Paul -- chapter 2 Hybrid Intelligence Techniques for Handwritten Digit Recognition / Hemant Jain, Ryan Serrao, and B.K. Tripathy -- chapter 3 Artificial Immune Recognition System for Online Handwritten Signature Verification / Yasmine Serdouk -- chapter 4 Parametric Object Detection Using Estimation of Distribution Algorithms / Ivan Cruz-Aceves -- chapter 5 Hybrid Approach towards Malaria Parasites Detection from Thin Blood Smear Image / Sanjay Nag -- chapter 6 Noise Removal Techniques in Medical Images / Ranjit Biswas -- chapter 7 Face Recognition-Oriented Biometric Security System / Geetika Singh -- chapter 8 Optimization of Hand Motion Recognition System Based on 2D HMM Approach Using ABC Algorithm / K. Martin Sagayam -- chapter 9 Smart Visual Surveillance Technique for Better Crime Management / Narendra Rao T. J. and Jeny Rajan -- chapter 10 Watershed Image Analysis Using a PSO-CA Hybrid Approach / Kalyan Mahata -- chapter 11 An Analysis of Brain MRI Segmentation / Tuhin Utsab Paul -- chapter 12 Haralick's Texture Descriptors for Classification of Renal Ultrasound Images / Komal Sharma -- chapter 13 A Self-Organizing Map-Based Spectral Clustering on Shortest Path of a Graph / Parthajit Roy -- chapter 14 Quantum Algorithm for Sequence Clustering / Arit Kumar Bishwas.

"Hybrid Intelligent Techniques for Pattern Analysis and Understanding outlines the latest research on the development and application of synergistic approaches to pattern analysis in real-world scenarios.An invaluable resource for lecturers, researchers, and graduates students in computer science and engineering, this book covers a diverse range of hybrid intelligent techniques, including image segmentation, character recognition, human behavioral analysis, hyperspectral data processing, and medical image analysis."--Provided by publisher.

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