Image Processing with Matlab (R)

Name: Image Processing with Matlab (R)
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This course deals with using MATLAB® Image Processing toolbox for image processing, analysis, visualization, and algorithm development. The training covers various topics such as importing and exporting images, pre-and post-processing of images, analysis and visualization of images.

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Course Content:

Introduction
A quick overview of MATLAB(R) computing environment
Overview of MATLAB(R) Image Processing toolbox
Course content and material discussion
Acquiring and handling images in MATLAB(R)
Connecting the hardware
Retrieving hardware information
Acquiring and viewing the image data
Image file I/O
Exploring image types (RGB, binary, intensity, and
indexed images)
Image type conversions
The concept of color space and image color space conversions
Finding pixel value information
Computing mean and standard deviation of images
Measuring properties of image regions
Image enhancement techniques
Adjusting image intensity
Image histogram operations: adjustment, equalization,and stretching
Multidimensional arrays
Image arithmetic operations
Cropping and resizing images
Image alignment correction: rotating images
Image filtering
Neighborhood and block processing of images
Distinct block operations
Sliding neighborhood operations
Performing image convolution and correlation
Averaging filters
Region of interest processing
Introduction to spatial and frequency domain filtering
Image restoration techniques
Reducing noise from images
De-blurring images
Correcting background illumination
Edge detection related operations
Edges in an image
Detecting edges with various methods: Sobel, Prewitt,
Roberts, Laplacian of Gaussian, zero cross and Canny.
Computing edge directive histogram
Image morphological operations
Bridging unconnected pixels, cleaning, closing, and opening
Dilation and erosion
Identifying and labeling connected components
Image transforms
Forward and inverse Discrete cosine transform
Forward and inverse Fast Fourier transform
Forward and inverse Radon transform
Applying wavelet transform to images

ITIE Academy is a training division of itie Knowledge Solutions – a collaborative Integrated Technologies for Industry and Education (itie) is a Biomedical Product Development, Consultancy and Technology Education Company started by IITians.

At itie Knowledge Solutions, we are focused on providing cutting edge R&D, Software development, and training solutions to industries and educational institutions. Our project support includes both India and international operations.

The itie team is grouped with number of experts from industry and academia, enabling us to deliver technology solutions in the areas of Embedded Technology, DSP, Bio-medical, Control engineering & automation to Automotive, Aerospace and Biomedical industries. At, itie we are committed to deliver high-quality, efficient, and reliable solutions in all our technology domains.

Mission:

To Integrate the fundamental streams of Engineering and Information Technology for the development of the novel Business and Knowledge Solutions to meet the growing requirements of Industries and Educational organizations by constructing strong pools among them and by working in harmony with them.

Vision:

To be a constantly growing business and Knowledge Solutions provider for the two wings of society; Industries and Education.

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Bangalore Branch

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Image Processing with Matlab (R)

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