Image and Signal Processing

Table of Contents

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   Book Overview
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   Chapter 1 Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects
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   Chapter 2 Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation
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   Chapter 3 Use of Imaging Techniques as a Support for the Preventive Conservation Strategy of Wall Paintings: Application to the Medieval Decors of the Château de Germolles
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   Chapter 4 Multispectral Dynamic Codebook and Fusion Strategy for Moving Objects Detection
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   Chapter 5 A Spectral Hazy Image Database
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   Chapter 6 A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data
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   Chapter 7 Deep Transfer Learning Models for Tomato Disease Detection
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   Chapter 8 Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves
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    Chapter 9 Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information
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    Chapter 10 A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters
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    Chapter 11 Incep-EEGNet: A ConvNet for Motor Imagery Decoding
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    Chapter 12 Fuzzy-Based Approach for Assessing Traffic Congestion in Urban Areas
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    Chapter 13 Big Data and Reality Mining in Healthcare: Promise and Potential
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    Chapter 14 A Dataset to Support Sexist Content Detection in Arabic Text
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    Chapter 15 Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images
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    Chapter 16 Diagnosing Tuberculosis Using Deep Convolutional Neural Network
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    Chapter 17 Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in DL Approaches
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    Chapter 18 DermoNet: A Computer-Aided Diagnosis System for Dermoscopic Disease Recognition
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    Chapter 19 A New Method of Image Reconstruction for PET Using a Combined Regularization Algorithm
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    Chapter 20 Visualizing Blood Flow of Palm in Different Muscle Tense State Using High-Speed Video Camera
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    Chapter 21 Segmentation of Microscopic Image of Colorants Using U-Net Based Deep Convolutional Networks for Material Appearance Design
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    Chapter 22 A Deep CNN-LSTM Framework for Fast Video Coding
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    Chapter 23 Microcontrollers on the Edge – Is ESP32 with Camera Ready for Machine Learning?
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    Chapter 24 Speech Enhancement Based on Deep AutoEncoder for Remote Arabic Speech Recognition
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    Chapter 25 Handwriting Based Gender Classification Using COLD and Hinge Features
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    Chapter 26 Extraction and Recognition of Bangla Texts from Natural Scene Images Using CNN
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    Chapter 27 Detection of Elliptical Traffic Signs
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    Chapter 28 Image-Based Place Recognition Using Semantic Segmentation and Inpainting to Remove Dynamic Objects
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    Chapter 29 CNN-SVM Learning Approach Based Human Activity Recognition
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    Chapter 30 Convolutional Neural Networks Backbones for Object Detection
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    Chapter 31 Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects
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    Chapter 32 Graph-Based Image Retrieval: State of the Art
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    Chapter 33 A New Texture Descriptor: The Homogeneous Local Binary Pattern (HLBP)
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    Chapter 34 Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
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    Chapter 35 Logo Detection Based on FCM Clustering Algorithm and Texture Features
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    Chapter 36 Discrete p -bilaplacian Operators on Graphs
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    Chapter 37 Image Watermarking Based on Fourier-Mellin Transform
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    Chapter 38 A New Sparse Blind Source Separation Method for Determined Linear Convolutive Mixtures in Time-Frequency Domain
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    Chapter 39 Proposed Integration Algorithm to Optimize the Separation of Audio Signals Using the ICA and Wavelet Transform
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    Chapter 40 ECG Signal Analysis on an Embedded Device for Sleep Apnea Detection