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Advances in Image Processing, Analysis and Recognition Technology

For many decades, researchers have been trying to make computers' analysis of images as effective as the system of human vision is. For this purpose, many algorithms and systems have previously been created. The whole process covers various stages, including image processing, representation and...

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Bibliographic Details
Main Author: Frejlichowski, Dariusz
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
Structure
Retinex Theory
H.265/hevc
Video Coding
Identification
Label Smoothing
Historical Document Analysis
Balanced Sampling
Local Dimming
Saliency
Learning Rate Scheduler
Deep Learning
Neural Networks
Spectrum Correction
Gradient
Optical
Frame
Image Registration
Pan Sharpening
Sinter
Coke
Inertinite Macerals
Ikonos
Multi-scale Sampling
Information Technology Industries / Bicssc
Contrast Ratio
Image Fusion
Ethiopic Script
Convolution Neural Network (cnn)
Active Ageing
Shape Features
Haze Removal
Image Analysis
Convolutional Neural Networks
Handwritten Digit Recognition
Bilingual Scene Text Reading
Block-based Coding
Deep Transfer Learning
Spectral Consistency
Super-resolution (sr)
Segmentation
Support Vector Machine
Motion
Action Recognition
Ambient Assisted Living
Silhouette Sequences
Suspicious Behavior Detection
Details Preservation
Texture
Transform
Automatic Cell Segmentation
Component Substitution
Rgb-d
Magnitude
Small Object
Attention
Dental Application
Gene Expression Programming (gep)
Image Processing
Image Preclassification
N/a
Coal
Classification Accuracy
Nasal Cytology
Shape Context
Dark Channel
Parseval Frame
Atmospheric-light Estimation
Feature Extraction
Local Homography Transformation
Sparse Dictionary
Pléiades Vhr Image
Dpcnn
Octave Convolution
Object Detection
Pansharpening
Numeral Spotting
Moving Direct Linear Transformation
Cielab
Satellite Pour L'observation De La Terre (spot) 6
Reactivity
Computer Science / Bicssc
Intensity Correction
Coarse-to-fine Search Strategy
Homography Matrix
Image Quality
Compressed Sensing
Cyclical Learning Rates
Salient Object Detection
Remote Sensing
Synthesis
Stable Recovery
Sparse Representation
Artificial Intelligence
Classification
Detection
Multifractal Analysis
Bi-histogram Equalization
Images
Bof
Spatial Consistency
Affine Motion Compensation
Rhinology
Convolutional Neural Network
Fine-tuning
Iron Ore
Tradeoff Process
Rip
Plant Recognition
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:For many decades, researchers have been trying to make computers' analysis of images as effective as the system of human vision is. For this purpose, many algorithms and systems have previously been created. The whole process covers various stages, including image processing, representation and recognition. The results of this work can be applied to many computer-assisted areas of everyday life. They improve particular activities and provide handy tools, which are sometimes only for entertainment, but quite often, they significantly increase our safety. In fact, the practical implementation of image processing algorithms is particularly wide. Moreover, the rapid growth of computational complexity and computer efficiency has allowed for the development of more sophisticated and effective algorithms and tools. Although significant progress has been made so far, many issues still remain, resulting in the need for the development of novel approaches.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (386 p.)
ISBN:9783036536064
books978-3-0365-3606-4
9783036536057

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