Hybrid Intelligence for Image Analysis and Understanding. (2017)

• Record Type: Book
• Further Information: Note: Siddhartha Bhattacharyya, Indrajit Pan, Anirban Mukherjee, Paramartha Dutta.
• Authors: Bhattacharyya, Siddhartha; Pan, Indrajit; Mukherjee, Anirban; Dutta, Paramartha
• Contents: Editor Biographies List of Contributors Foreword Preface About the companion website Chapter 1 Multilevel image segmentation using Modified Genetic Algorithm (MfGA) based Fuzzy C-means Sourav De, Sunanda Das, Siddhartha Bhattacharyya, Paramartha Dutta Chapter 2 Character Recognition Using Entropy-based Fuzzy C-Means Clustering B. Kondalarao, S. Sahoo, D. K. Pratihar Chapter 3 A Two-stage Approach to Handwritten Indic Script Identification Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri Chapter 4 Feature extraction and segmentation techniques in static hand gesture recognition system Subhamoy Chatterjee, Piyush Bhandari, Mahesh Kumar Kolekar Chapter 5 SVM combination for an enhanced prediction of writer’s soft-biometrics Nesrine Bouadjenek, Hassiba Nemmour, Youcef Chibani Chapter 6 Brain Inspired Machine Intelligence for Image Analysis: Convolutional Neural Networks Siddharth Srivastava, Brejesh Lall Chapter 7 Human behavioral analysis using evolutionary algorithms and deep learning Earnest Paul Ijjina, C. Krishna Mohan Chapter 8 Feature Based Robust Description and Monocular Detection, An Application To Vehicle Tracking Ramazan Yyldyz, Tankut Acarman Chapter 9 A GIS Anchored Technique for Social Utility Hot Spot Detection Anirban Chakraborty, J. K. Mandal, Arnab Patra, Jayatra Majumdar Chapter 10 Hyperspectral data processing—Spectral Unmixing, Classification and Target Identification Vaibhav Lodhi, Debashish Chakravarty, Pabitra Mitra Chapter 11 A hybrid approach for band selection of hyperspectral images Aditi Roy Chowdhury, Joydev Hazra, Paramartha Dutta Chapter 12 Uncertainty Based Clustering Algorithms for Medical Image Analysis B. K. Tripathy, Deepthi P. Hudedagaddi Chapter 13 An Optimized Breast Cancer Diagnosis System Using Cuckoo Search Algorithm and Support Vector Machine classifier Prabukumar. M, Agilandeeswari. L, Arun Kumar Sangaiah Chapter 14 Analysis of Hand vein images using Hybrid techniques R. Sudhakar, S. Bharathi, V. Gurunathan Chapter 15 Identification of Abnormal Masses in Digital Mammogram using Statistical Decision Making Indra Kanta Maitra, Sangita Bhattacharjee, Samir Kumar Bandyopadhyay Chapter 16 Automatic Detection of Coronary Artery Stenosis using Bayesian Classification and Gaussian Filters based on Differential Evolution Ivan Cruz-Aceves, Fernando Cervantes-Sanchez, Arturo Hernandez-Aguirre Chapter 17 ; ; Evaluating the Efficacy of Multi-resolution Texture Features for Prediction of Breast Density using Mammographic Images Kriti Virmani, Jitendra Virmani
• Edition: 1st
• Publisher Details: Wiley
• Publication Date: 2017
• Extent: 1 online resource (464 pages)
• Languages: English
• ISBNs: 9781119242956
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.