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Pattern Recognition

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Cover of 'Pattern Recognition'

Table of Contents

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    Book Overview
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    Chapter 1 Fruit Classification for Retail Stores Using Deep Learning
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    Chapter 2 Towards Dendrite Spherical Neurons for Pattern Classification
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    Chapter 3 Comparison of Recurrent Neural Networks for Wind Power Forecasting
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    Chapter 4 Classification of Cattleya Trianae and Its Varieties by Using Colorimetry
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    Chapter 5 Analysis of Repair Costs of Scholar Buildings Affected by Earthquakes Using Data Mining. Case Study: Earthquakes of 2017 in Mexico
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    Chapter 6 Basic Pattern Graphs for the Efficient Computation of Its Number of Independent Sets
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    Chapter 7 Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers
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    Chapter 8 Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification
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    Chapter 9 New Method for Extreme Color Detection in Images
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    Chapter 10 A Simple Methodology for 2D Reconstruction Using a CNN Model
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    Chapter 11 Improvement of the Turajlić Method for the Estimation of Gaussian Noise in Images
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    Chapter 12 Spatial $$\alpha $$ -Trimmed Fuzzy C-Means Algorithm to Image Segmentation
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    Chapter 13 Restoration of Range Images by the Gaussian Pyramid Method, Testing Different Interpolation Techniques to Select the Best Performance
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    Chapter 14 A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials
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    Chapter 15 Orthogonal Local Image Descriptors with Convolutional Autoencoders
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    Chapter 16 Digital Assisted Image Correlation for Metal Sheet Strain Measurement
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    Chapter 17 Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling
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    Chapter 18 Vision-Based Blind Spot Warning System by Deep Neural Networks
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    Chapter 19 Onboard CNN-Based Processing for Target Detection and Autonomous Landing for MAVs
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    Chapter 20 COUPLED: Calibration of a LiDAR and Camera Rig Using Automatic Plane Detection
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    Chapter 21 ModuleNet: A Convolutional Neural Network for Stereo Vision
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    Chapter 22 A Method for Estimating Driving Factors of Illicit Trade Using Node Embeddings and Clustering
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    Chapter 23 Accurate Identification of Tomograms of Lung Nodules Using CNN: Influence of the Optimizer, Preprocessing and Segmentation
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    Chapter 24 What the Appearance Channel from Two-Stream Architectures for Activity Recognition Is Learning?
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    Chapter 25 Automatic Estrus Cycle Identification System on Female Dogs Based on Deep Learning
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    Chapter 26 Machine Learning Techniques for Identity Document Verification in Uncontrolled Environments: A Case Study
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    Chapter 27 Not All Swear Words Are Used Equal: Attention over Word n-grams for Abusive Language Identification
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    Chapter 28 Gender Identification in Social Media Using Transfer Learning
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    Chapter 29 Experimental Study on Transfer Learning in Denoising Autoencoders for Speech Enhancement
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    Chapter 30 A Preliminary Study on Score-Based Hyper-heuristics for Solving the Bin Packing Problem
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    Chapter 31 Learning Clasiffier Systems with Hebbian Learning for Autonomus Behaviors
Attention for Chapter 18: Vision-Based Blind Spot Warning System by Deep Neural Networks
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