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Entropy in Image Analysis

Image analysis is a fundamental task for extracting information from images acquired across a range of different devices. Since reliable quantitative results are requested, image analysis requires highly sophisticated numerical and analytical methods-particularly for applications in medicine, securi...

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Bibliographic Details
Main Author: Sparavigna, Amelia Carolina
Format: eBook
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2019
Subjects:
Relevance Feedback
Dna Encoding
Hybrid Algorithm
Generalized Entropies
Positron Emission Tomography
Discrete Cosine Transform (dct)
Diffusion
Structural Entropy
Multi-feature Fusion
Non-rigid Registration
3d Prints
Chosen-plaintext Attack
Nonextensive Entropy
Image Information Entropy
Q-sigmoid
Q-gaussian
Additive Manufacturing
Image Encryption
Keyframes
Adaptive Selection
Hénon Map
Two-dimensional Chaotic Economic Map
Dna Computing
Differential Evolution
Information Entropy
Electromagnetic Field Optimization
Dynamic Filtering
Q-exponential
Image Analysis
Chaotic Cryptography
Gradient Distributions
Security
Arimoto Entropy
Cantor Set
Quantization Loss
Ramanujan Primes
Random Insertion
Shannon's Entropy
Surface Quality Assessment
Chaotic System
Image Privacy
Sign Languages
Uncertainty Assessment
Time-delay
3-d Digital Imaging
Multilevel Thresholding
Whale Optimization Algorithm
Ultra-sound Images
Discrete Entropy
Permutation-diffusion
Chaotic Strategy
Color Image Segmentation
Image Entropy
Low Contrast
Security Analysis
Tsallis Statistics
Machine Vision
Texture Information Entropy
Natural Scene Statistics (nss)
Multi-exposure Image Fusion
Colonoscopy
Hash Layer
Metabolic Syndrome
Random Forest
Image Processing
Normalized Divergence Measure
3d Scanning
Multiple-image Encryption
3d Latin Cube
Chaotic Map
Ultrasound
Patch Structure Decomposition
Spatial Filling Factor
Hamming Distance
Fuzzy Entropy
Depth Maps
Weibull Statistics
History Of Engineering And Technology / Bicssc
Deep Neural Network
Decay Trend
Cross-entropy Loss
Dynamic Index
Kapur's Entropy
Computer Aided Diagnostics
Macrotexture
Image Retrieval
Permutation
Pavement
Minkowski Island
Infrared Images
Medical Imaging
Sha-256 Hash Value
Free-form Deformations
Field Of Experts
Blind Image Quality Assessment (biqa)
Multiscale Top-hat Transform
Person Re-identification
Binary Image
Remote Sensing
Video Summarization
Contrast Enhancement
Entropy
Sigmoid
Fatty Liver
Hepatic Steatosis
Reconstruction
Video Skimming
Prime-indexed Primes
Rényi Entropies
Shannon Entropy
Otsu Method
Cryptanalysis
Image Segmentation
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:Image analysis is a fundamental task for extracting information from images acquired across a range of different devices. Since reliable quantitative results are requested, image analysis requires highly sophisticated numerical and analytical methods-particularly for applications in medicine, security, and remote sensing, where the results of the processing may consist of vitally important data. The contributions to this book provide a good overview of the most important demands and solutions concerning this research area. In particular, the reader will find image analysis applied for feature extraction, encryption and decryption of data, color segmentation, and in the support new technologies. In all the contributions, entropy plays a pivotal role.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by-nc-nd/4.0/
Physical Description:1 electronic resource (456 p.)
ISBN:books978-3-03921-093-0
9783039210923
9783039210930

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