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Image Processing
Edited by Yung-Sheng Chen, ISBN 978-953-307-026-1, Hard cover, 516 pages, Publisher: InTech, Published: December 01, 2009 under CC BY-NC-SA 3.0 license, in subject Artificial Intelligence
DOI: 10.5772/122
There are six sections in this book. The first section presents basic image processing techniques, such as image acquisition, storage, retrieval, transformation, filtering, and parallel computing. Then, some applications, such as road sign recognition, air quality monitoring, remote sensed image analysis, and diagnosis of industrial parts are considered. Subsequently, the application of image processing for the special eye examination and a newly three-dimensional digital camera are introduced. On the other hand, the section of medical imaging will show the applications of nuclear imaging, ultrasound imaging, and biology. The section of neural fuzzy presents the topics of image recognition, self-learning, image restoration, as well as evolutionary. The final section will show how to implement the hardware design based on the SoC or FPGA to accelerate image processing.
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Book contents
- Chapter 1Image Acquisition, Storage and Retrieval
- Chapter 2Efficient 2-D DCT Computation from an Image Representation Point of View
- Chapter 3Rank M-type Filters for Image Denoising
- Chapter 4Removal of Adherent Noises from Image Sequences by Spatio-Temporal Image Processing
- Chapter 5Parallel MATALAB Techniques
- Chapter 6Feature Extraction and Recognition of Road Sign Using Dynamic Image Processing
- Chapter 7Development of Low Cost Air Quality Monitoring System by Using Image Processing Technique
- Chapter 8Remote Sensed Image Processing on Grids for Training in Earth Observation
- Chapter 9Ballistics Image Processing and Analysis for Firearm Identification
- Chapter 10A Novel Haptic Texture Display Based on Image Processing
- Chapter 11Image Processing based Classifier for Detection and Diagnosis of Induction Motor Stator Fault
- Chapter 12Image Processing and Concentric Ellipse Fitting to Estimate the Ellipticity of Steel Coils
- Chapter 13On the Automatic Implementation of the Eye Involuntary Reflexes Measurements Involved in the Detection of Human Liveness and Impaired Faculties
- Chapter 14Three-Dimensional Digital Colour Camera
- Chapter 15Single Photon Emission Tomography (SPECT) and 3D Images Evaluation in Nuclear Medicine
- Chapter 16Enhancing Ultrasound Images Using Hybrid FIR Structures
- Chapter 17Automatic Lesion Detection in Ultrasonic Images
- Chapter 18Image Processing in Biology Based on the Fractal Analysis
- Chapter 19Image Recognition on Impact Perforation Test by Neural Network
- Chapter 20Analog-Digital Self-Learning Fuzzy Spiking Neural Network in Image Processing Problems
- Chapter 21Multichannel and Multispectral Image Restoration Employing Fuzzy Theory and Directional Techniques
- Chapter 22Fast Evolutionary Image Processing Using Multi-GPUs
- Chapter 23Image Processing: towards a System on Chip
- Chapter 24Acquisition and Digital Images Processing, Comparative Analysis of FPGA, DSP, PC for the Subtraction and Thresholding.
- Chapter 25Hardware Architectures for Image Processing Acceleration
- Chapter 26FPGA Based Acceleration for Image Processing Applications
- Chapter 27An FPGA-based Topographic Computer for Binary Image Processing
