Recent Trends in Image Processing and Pattern Recognition

Table of Contents

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   Book Overview
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   Chapter 1 Text Extraction Using Sparse Representation over Learning Dictionaries
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   Chapter 2 Word Level Plagiarism Detection of Marathi Text Using N-Gram Approach
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   Chapter 3 UHTelPCC: A Dataset for Telugu Printed Character Recognition
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   Chapter 4 On-Line Devanagari Handwritten Character Recognition Using Moments Features
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   Chapter 5 Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm
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   Chapter 6 Recognition of Meitei Mayek Using Statistical Texture and Histogram Features
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   Chapter 7 Symbolic Approach for Word-Level Script Classification in Video Frames
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   Chapter 8 Development of Inter-primitive Grammar for Construction of Kannada Language Vowels and Consonants Based on Their Hierarchical Structures
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    Chapter 9 Automatic Recognition of Legal Amount Words of Bank Cheques in Devanagari Script: An Approach Based on Information Fusion at Feature and Decision Level
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    Chapter 10 OnkoGan: Bangla Handwritten Digit Generation with Deep Convolutional Generative Adversarial Networks
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    Chapter 11 Breaking News Recognition Using OCR
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    Chapter 12 Siamese Network for Learning Genuine and Forged Offline Signature Verification
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    Chapter 13 Multi-scale Local Binary Patterns- A Novel Feature Extraction Technique for Offline Signature Verification
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    Chapter 14 Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-Line Bangla Handwritten Characters
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    Chapter 15 ShonkhaNet: A Dynamic Routing for Bangla Handwritten Digit Recognition Using Capsule Network
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    Chapter 16 Reader System for Transliterate Handwritten Bilingual Documents
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    Chapter 17 Recognition of Marathi Numerals Using MFCC and DTW Features
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    Chapter 18 A Filter Based Feature Selection for Imbalanced Text Classification
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    Chapter 19 A Combined Architecture Based on Artificial Neural Network to Recognize Kannada Vowel Modifiers
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    Chapter 20 English Character Recognition Using Robust Back Propagation Neural Network
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    Chapter 21 Recognition of Signature Using Neural Network and Euclidean Distance for Bank Cheque Automation
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    Chapter 22 A Semi-automatic Methodology for Recognition of Printed Kannada Character Primitives Useful in Character Construction
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    Chapter 23 Distance Based Edge Linking (DEL) for Character Recognition
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    Chapter 24 Analysis of Segmentation and Identification of Square-Hexa-Round-Holed Nuts Using Sobel and Canny Edge Detector
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    Chapter 25 3D Reconstruction of Plants Under Outdoor Conditions Using Image-Based Computer Vision
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    Chapter 26 Automated Soil Tester
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    Chapter 27 Crop Discrimination Based on Reflectance Spectroscopy Using Spectral Vegetation Indices (SVI)
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    Chapter 28 Use of Spectral Reflectance for Sensitive Waveband Determination for Soil Contents
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    Chapter 29 Image Processing Based Vegetation Cover Monitoring and Its Categorization Using Differential Satellite Imageries for Urmodi River Watershed in Satara District, Maharashtra, India
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    Chapter 30 Discrimination Between Healthy and Diseased Cotton Plant by Using Hyperspectral Reflectance Data
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    Chapter 31 An Automated Model to Measure the Water Content of Leaves
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    Chapter 32 Estimation of Crop Chlorophyll Content by Spectral Indices Using Hyperspectral Non-imaging Data
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    Chapter 33 MFDS-m Red Edge Position Detection Algorithm for Discrimination Between Healthy and Unhealthy Vegetable Plants
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    Chapter 34 Evaluation of Pretreatment Methods for Prediction of Soil Micronutrients from Hyperspectral Data
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    Chapter 35 Role of Lens Position and Illumination Source for Acquiring Non-imaging Hyperspectral Data to Estimate Biophysical Characteristics of Leaves
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    Chapter 36 Effect of Time on Aluminium Oxide FESEM Nanopore Images Using Fuzzy Inference System
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    Chapter 37 Infrared Image Pedestrian Detection Techniques with Quantitative Analysis
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    Chapter 38 Classifying Arabic Farmers’ Complaints Based on Crops and Diseases Using Machine Learning Approaches
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    Chapter 39 Neural Network Modeling and Prediction of Daily Average Concentrations of PM $$_{10}$$ , NO $$_{2}$$ and SO $$_{2}$$
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    Chapter 40 Smart Irrigation and Crop Yield Prediction Using Wireless Sensor Networks and Machine Learning
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    Chapter 41 Evaluation and Analysis of Plant Classification System Based on Feature Level Fusion and Score Level Fusion
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    Chapter 42 Assessment of Rainfall Pattern Using ARIMA Technique of Pachmarhi Region, Madhya Pradesh, India
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    Chapter 43 Land Use and Cover Mapping Using SVM and MLC Classifiers: A Case Study of Aurangabad City, Maharashtra, India
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    Chapter 44 Impact of Dimensionality Reduction Techniques on Endmember Identification in Hyperspectral Imagery
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    Chapter 45 Landslide Susceptibility Zonation (LSZ) Using Machine Learning Approach for DEM Derived Continuous Dataset
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    Chapter 46 Design and Development of Ground Truth Collection Platform Using Android and Leaflet Library
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    Chapter 47 Automatic Classification of Normal and Affected Vegetables Based on Back Propagation Neural Network and Machine Vision
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    Chapter 48 Data Mining Learning of Behavioral Pattern of Internet User Students
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    Chapter 49 Research Challenges in Big Data Security with Hadoop Platform
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    Chapter 50 Mining Frequent Patterns in Firewall Logs Using Apriori Algorithm with WEKA
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    Chapter 51 Application of Decision Tree for Predictive Analysis of Student’s Self Satisfaction with Multivariate Parameters
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    Chapter 52 Simplified Deterministic Finite Automata Construction Algorithm from Language Specification
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    Chapter 53 Review on Natural Language Processing Trends and Techniques Using NLTK
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    Chapter 54 A Deep Recursive Neural Network Model for Fine-Grained Opinion Classification
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    Chapter 55 Effective Emoticon Based Framework for Sentimental Analysis of Web Data
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    Chapter 56 Website Analysis: Search Engine Optimization Approach
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    Chapter 57 Efficient Feature Selection Based on Modified Cuckoo Search Optimization Problem for Classifying Web Text Documents
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    Chapter 58 Detection of Sarcasm from Consumer Sentiments on Social Media About Luxury Brands
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    Chapter 59 Question Answer Based Chart Summarization
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    Chapter 60 Online Behavior Patterns of Terrorists: Past and Present
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    Chapter 61 Author Impression on Dependent Authors Using Wordtovector Method
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    Chapter 62 Correlation Based Real-Time Data Analysis of Graduate Students Behaviour
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    Chapter 63 Compression Based Modeling for Classification of Text Documents
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    Chapter 64 Detecting Depression in Social Media Posts Using Machine Learning
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    Chapter 65 Big-Five Personality Traits Based on Four Main Methods
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    Chapter 66 A Review on Utilizing Bio-Mimetics in Solving Localization Problem in Wireless Sensor Networks