ABSTRACT

The Encyclopedia of Image Processing presents a vast collection of well-written articles covering image processing fundamentals (e.g. color theory, fuzzy sets, cryptography) and applications (e.g. geographic information systems, traffic analysis, forgery detection). Image processing advances have enabled many applications in healthcare, avionics, robotics, natural resource discovery, and defense, which makes this text a key asset for both academic and industrial libraries and applied scientists and engineers working in any field that utilizes image processing. Written by experts from both academia and industry, it is structured using the ACM Computing Classification System (CCS) first published in 1988, but most recently updated in 2012.

entry |10 pages

3D Medical Imaging

entry |13 pages

Artificial Neural Networks

entry |16 pages

Biomedical Image Registration

entry |6 pages

Boolean Algebras

entry |8 pages

Cantor, Fuzzy, Near, and Rough Sets

entry |18 pages

Color

entry |23 pages

Color Image Denoising

entry |19 pages

Color Image Segmentation Metrics

entry |9 pages

Depth Statistics

entry |12 pages

Digital Halftoning: Computational Intelligence-Based Approach

entry |13 pages

Dimensionality Reduction

entry |6 pages

Discrete Fourier Transforms

entry |11 pages

Facial Animation

entry |12 pages

First Order Statistics

entry |6 pages

Floodplain Mapping

entry |11 pages

Forgery Detection in Digital Images

entry |22 pages

Fourier Analysis

entry |18 pages

Fuzzy Set Theory

entry |20 pages

Gradients, Edges, and Contrast

entry |15 pages

Grayscale Morphological Image Enhancement

entry |11 pages

Image and Scene Analysis

entry |12 pages

Image Enhancement

entry |15 pages

Image Inpainting Evolution: A Survey

entry |8 pages

Image Interpolation

entry |19 pages

Image Processing and Measurement

entry |19 pages

Image Retrieval

entry |11 pages

Image Secret Sharing

entry |13 pages

Image Super Resolution

entry |17 pages

Information Sets for Edge Detection

entry |5 pages

JPEG: Symmetric Exponential Quantization

entry |4 pages

JPEG: YCgCb Color Space vs. YCbCr

entry |7 pages

Large-Scale Remote Sensing Image Processing

entry |10 pages

Markov Random Fields

entry |10 pages

Mathematical Topics from 3-D Graphics

entry |8 pages

Missing Depth Data In Painting

entry |21 pages

Modern Cryptography

entry |13 pages

Modern Hardware Design Practices

entry |13 pages

Multibiometric Fusion and Template Protection Strategies

entry |8 pages

Optical Character Recognition (OCR)

entry |2 pages

Optical Coding Schemes: Applications

entry |16 pages

Optical Coding Schemes: Basics

entry |5 pages

Optical Coding Schemes: Hardware

entry |14 pages

Perceptual Image and Video Quality

entry |17 pages

Perceptual Image Enhancement

entry |9 pages

Photographic Image Characteristics

entry |9 pages

Raindrop Imaging

entry |17 pages

Real Time Object Detection and Tracking

entry |5 pages

Reflectance Modeling

entry |13 pages

Remote Sensing Image Fusion

entry |14 pages

Remotely Sensed Images: Lossy Compression

entry |34 pages

Scattering Features of Complex Mediums

entry |15 pages

Semantic Processing

entry |8 pages

Sparse Modeling

entry |16 pages

The Human Visual System

entry |9 pages

Thermal Infrared Remote Sensing

entry |17 pages

Three Dimensional Intensity-Curvature Measurement

entry |12 pages

Time and Motion

entry |8 pages

Topology in Geographic Information System

entry |12 pages

Traffic Analysis

entry |13 pages

UAS Imaging

entry |7 pages

UAV Imaging for Disaster Management

entry |16 pages

Unusual Trajectory Detection

entry |17 pages

Video Analytics in the Compressed Domain

entry |10 pages

Virtual Worlds

entry |12 pages

Visual Cryptography Applications

entry |22 pages

Wavelet Analysis