Hybrid Intelligent Techniques for Pattern Analysis and Understanding
Editat de Siddhartha Bhattacharyya, Anirban Mukherjee, Indrajit Pan, Paramartha Dutta, Arup Kumar Bhaumiken Limba Engleză Hardback – 26 oct 2017
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.
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Specificații
ISBN-13: 9781498769358
ISBN-10: 1498769357
Pagini: 392
Ilustrații: 66 Line drawings, black and white; 126 Halftones, black and white; 92 Tables, black and white; 192 Illustrations, black and white
Dimensiuni: 178 x 254 x 27 mm
Greutate: 0.84 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1498769357
Pagini: 392
Ilustrații: 66 Line drawings, black and white; 126 Halftones, black and white; 92 Tables, black and white; 192 Illustrations, black and white
Dimensiuni: 178 x 254 x 27 mm
Greutate: 0.84 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
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Cuprins
1 Offline Writer Veri_cation Based on Bangla Handwritten Characters Using Enhanced Textual Feature
Jaya Paul, Anasua Sarkar, Chayan Halder, and Kaushik Roy
2 Hybrid Intelligence Techniques for Handwritten Digit Recognition
Hemant Jain, Ryan Serrao, and B.K. Tripathy
3 Artificial Immune Recognition System for Offline Handwritten Signature Verification
Yasmine Serdouk, Hassiba Nemmour, and Youcef Chibani
4 Parametric Object Detection Using Estimation of Distribution Algorithms
Ivan Cruz-Aceves, Jesus Guerrero-Turrubiates, and Juan Manuel Sierra-Hernandez
5 Hybrid Approach towards Malaria Parasites Detection from Thin Blood Smear Image
Sanjay Nag, Nabanita Basu, and Samir Kumar Bandyopadhyay
6 Noise Removal Techniques in Medical Images
Ranjit Biswas and Sudipta Roy
7 Face Recognition–Oriented Biometric Security System
Geetika Singh and Indu Chhabra
8 Optimization of Hand Motion Recognition System Based on 2D HMM Approach Using ABC Algorithm
K. Martin Sagayam, D. Jude Hemanth, Yadav Nitesh Ramprasad, and Raghav Menon
9 Smart Visual Surveillance Technique for Better Crime Management
Narendra Rao T. J. and Jeny Rajan
10 Watershed Image Analysis Using a PSO-CA Hybrid Approach
Kalyan Mahata, Rajib Das, Subhasish Das, and Anasua Sarkar
11 An Analysis of Brain MRI Segmentation
Tuhin Utsab Paul and Samir Kumar Bandhyopadhyay
12 Haralick's Texture Descriptors for Classification of Renal Ultrasound Images
Komal Sharma and Jitendra Virmani
13 A Self-Organizing Map-Based Spectral Clustering on Shortest Path of a Graph
Parthajit Roy, Swati Adhikari, and J. K. Mandal
14 Quantum Algorithm for Sequence Clustering
Arit Kumar Bishwas, Ashish Mani, and Vasile Palade
Jaya Paul, Anasua Sarkar, Chayan Halder, and Kaushik Roy
2 Hybrid Intelligence Techniques for Handwritten Digit Recognition
Hemant Jain, Ryan Serrao, and B.K. Tripathy
3 Artificial Immune Recognition System for Offline Handwritten Signature Verification
Yasmine Serdouk, Hassiba Nemmour, and Youcef Chibani
4 Parametric Object Detection Using Estimation of Distribution Algorithms
Ivan Cruz-Aceves, Jesus Guerrero-Turrubiates, and Juan Manuel Sierra-Hernandez
5 Hybrid Approach towards Malaria Parasites Detection from Thin Blood Smear Image
Sanjay Nag, Nabanita Basu, and Samir Kumar Bandyopadhyay
6 Noise Removal Techniques in Medical Images
Ranjit Biswas and Sudipta Roy
7 Face Recognition–Oriented Biometric Security System
Geetika Singh and Indu Chhabra
8 Optimization of Hand Motion Recognition System Based on 2D HMM Approach Using ABC Algorithm
K. Martin Sagayam, D. Jude Hemanth, Yadav Nitesh Ramprasad, and Raghav Menon
9 Smart Visual Surveillance Technique for Better Crime Management
Narendra Rao T. J. and Jeny Rajan
10 Watershed Image Analysis Using a PSO-CA Hybrid Approach
Kalyan Mahata, Rajib Das, Subhasish Das, and Anasua Sarkar
11 An Analysis of Brain MRI Segmentation
Tuhin Utsab Paul and Samir Kumar Bandhyopadhyay
12 Haralick's Texture Descriptors for Classification of Renal Ultrasound Images
Komal Sharma and Jitendra Virmani
13 A Self-Organizing Map-Based Spectral Clustering on Shortest Path of a Graph
Parthajit Roy, Swati Adhikari, and J. K. Mandal
14 Quantum Algorithm for Sequence Clustering
Arit Kumar Bishwas, Ashish Mani, and Vasile Palade
Notă biografică
Anirban Mukherjee, Siddhartha Bhattacharyya, Indrajit Pan, Paramartha Dutta, Arup Kumar Bhaumik
Descriere
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.