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Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630)
LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)
Computer Vision & Image Processing with MATLAB
Covers basics of MATLAB, GUI programming, Image Processing Techniques, Thumb
Detection System, Finger Print Matching and Project Development
Introduction
 MATLAB Fundamentals
 MATLAB for Data Processing and Visualization
 MATLAB Programming Techniques
 MATLAB for Building Graphical User Interfaces
 Simulink for System and Algorithm Modeling
 Graphics in MATLAB, MATLAB Toolboxes, Data Acquisition with MATLAB
 Interfacing MATLAB with C code, Deploying MATLAB Based applications
Part I
 Introduction to Image Processing
 Images in MATLAB - Binary, Indexed, Grayscale, Truecolor Images
 Image Coordinate Systems: Pixel & Spatial Coordinates
 Converting Between Image Types and Classes
 Simple Image Arithmetic
 Reading and Writing Images
 Improve Image Contrast
 Analyzing Images - Read Image
 Use Morphological Opening to Estimate the Background
 Increase the Image Contrast
 Threshold the Image
 Identify Objects in the Image
 Create Histogram of the Area
 Using the Image Tool to Explore Images
Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630)
LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)
 Using Image Tool Navigation Aids
 Getting Information about the Pixels in an Image
 Getting Information About an Image Using the Image Information Tool
 Viewing Image Sequences
Part II
 Sampling & Quantization
 Introduction to terms
 Isopreference Curves
 Non-Uniform Sampling
 Point-Spread Function (PSF)
 Physical Resolution
 Image Enhancement in the Spatial Domain
 Spatial Domain Methods
 Convolution & Correlation
 Point Processing
 Neighborhood Processing
 Low-Pass Filtering (Smoothing)
 Salt and Pepper Noise Filtering
 Low-Pass Averaging Filter
 Low-Pass Median Filtering
 High-Pass Filtering
 High-Boost Filtering
 Filtering an Image with Predefined Filter Types
 Zooming, Replication & Linear Interpolation
 Resizing, Rotating,Cropping an Image
 Performing General 2-D Spatial Transformations
Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630)
LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)
Part III
 Image Registration
 Registering an Image Using Normalized Cross-Correlation
 Image Enhancement Based on Histogram Modelling
 Linear Stretching
 Histogram Equalisation
 Histogram Specification
Part IV
 Image Enhancement in the Frequency Domain
 The Fourier Transform
 1-D Fourier Transform
 2-D Fourier Transform
 Discrete Fourier Transform (DFT)
 Low-Pass Frequency Domain Filters
 Ideal Low-Pass Filter
 Butterworth Low-Pass Filter
 Gaussian Low-Pass Filter
 High-Pass Frequency Domain Filters
 Ideal High-Pass Filters
 Butterworth High-Pass Filter
 Gaussian High-Pass Filter
 Homomorphic Filtering
 Relationship Between Filtering in Spatial and Frequency Domains
Part V
 Image Segmentation
 Point, Line & Edge Detection
Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630)
LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)
 Region Of Interest(ROI) - Based Processing
 Specifying a Region of Interest
 Filtering & Filling a ROI
 Analyzing and Enhancing Images
 Getting Information about Image Pixel Values and Image Statistics
 Analyzing Images
 Analyzing the Texture of an Image
 Adjusting Pixel Intensity Values
 Removing Noise from Images
 Getting Information about Image Pixel Values and Image Statistics
 Creating an Intensity Profile of an Image Using improfile
 Displaying a Contour Plot of Image Data
 Creating an Image Histogram
 Detecting Edges Using the edge Function
 Tracing Object Boundaries in an Image
 Detecting Lines Using the Hough Transform
 Analyzing Image Homogeneity Using Quadtree Decomposition
Part VI
 Analyzing the Texture of an Image
 Understanding Texture Analysis
 Using Texture Filter Functions
 Using a Gray-Level Co-Occurrence Matrix (GLCM)
 Adjusting Pixel Intensity Values
 Understanding Intensity Adjustment
 Adjusting Intensity Values to a Specified Range
 Adjusting Intensity Values Using Histogram Equalization
Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630)
LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)
 Removing Noise from Images
 Removing Noise By Linear Filtering
 Removing Noise By Median Filtering
 Removing Noise By Adaptive Filtering
 Image Deblurring
 Understanding Deblurring
 Deblurring with the Wiener Filter
Part VII
 Morphology Representation and Description
 Discrete Image Transforms
 Image Compression
 Wavelet Transforms
 Colour Image Processing

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Computer vision,,summer training programme

  • 1. Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630) LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429) Computer Vision & Image Processing with MATLAB Covers basics of MATLAB, GUI programming, Image Processing Techniques, Thumb Detection System, Finger Print Matching and Project Development Introduction  MATLAB Fundamentals  MATLAB for Data Processing and Visualization  MATLAB Programming Techniques  MATLAB for Building Graphical User Interfaces  Simulink for System and Algorithm Modeling  Graphics in MATLAB, MATLAB Toolboxes, Data Acquisition with MATLAB  Interfacing MATLAB with C code, Deploying MATLAB Based applications Part I  Introduction to Image Processing  Images in MATLAB - Binary, Indexed, Grayscale, Truecolor Images  Image Coordinate Systems: Pixel & Spatial Coordinates  Converting Between Image Types and Classes  Simple Image Arithmetic  Reading and Writing Images  Improve Image Contrast  Analyzing Images - Read Image  Use Morphological Opening to Estimate the Background  Increase the Image Contrast  Threshold the Image  Identify Objects in the Image  Create Histogram of the Area  Using the Image Tool to Explore Images
  • 2. Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630) LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)  Using Image Tool Navigation Aids  Getting Information about the Pixels in an Image  Getting Information About an Image Using the Image Information Tool  Viewing Image Sequences Part II  Sampling & Quantization  Introduction to terms  Isopreference Curves  Non-Uniform Sampling  Point-Spread Function (PSF)  Physical Resolution  Image Enhancement in the Spatial Domain  Spatial Domain Methods  Convolution & Correlation  Point Processing  Neighborhood Processing  Low-Pass Filtering (Smoothing)  Salt and Pepper Noise Filtering  Low-Pass Averaging Filter  Low-Pass Median Filtering  High-Pass Filtering  High-Boost Filtering  Filtering an Image with Predefined Filter Types  Zooming, Replication & Linear Interpolation  Resizing, Rotating,Cropping an Image  Performing General 2-D Spatial Transformations
  • 3. Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630) LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429) Part III  Image Registration  Registering an Image Using Normalized Cross-Correlation  Image Enhancement Based on Histogram Modelling  Linear Stretching  Histogram Equalisation  Histogram Specification Part IV  Image Enhancement in the Frequency Domain  The Fourier Transform  1-D Fourier Transform  2-D Fourier Transform  Discrete Fourier Transform (DFT)  Low-Pass Frequency Domain Filters  Ideal Low-Pass Filter  Butterworth Low-Pass Filter  Gaussian Low-Pass Filter  High-Pass Frequency Domain Filters  Ideal High-Pass Filters  Butterworth High-Pass Filter  Gaussian High-Pass Filter  Homomorphic Filtering  Relationship Between Filtering in Spatial and Frequency Domains Part V  Image Segmentation  Point, Line & Edge Detection
  • 4. Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630) LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)  Region Of Interest(ROI) - Based Processing  Specifying a Region of Interest  Filtering & Filling a ROI  Analyzing and Enhancing Images  Getting Information about Image Pixel Values and Image Statistics  Analyzing Images  Analyzing the Texture of an Image  Adjusting Pixel Intensity Values  Removing Noise from Images  Getting Information about Image Pixel Values and Image Statistics  Creating an Intensity Profile of an Image Using improfile  Displaying a Contour Plot of Image Data  Creating an Image Histogram  Detecting Edges Using the edge Function  Tracing Object Boundaries in an Image  Detecting Lines Using the Hough Transform  Analyzing Image Homogeneity Using Quadtree Decomposition Part VI  Analyzing the Texture of an Image  Understanding Texture Analysis  Using Texture Filter Functions  Using a Gray-Level Co-Occurrence Matrix (GLCM)  Adjusting Pixel Intensity Values  Understanding Intensity Adjustment  Adjusting Intensity Values to a Specified Range  Adjusting Intensity Values Using Histogram Equalization
  • 5. Add: C-32,Beside Nirula’sHotel,SEC-2NOIDA Near sec-15 Metro (08587849630) LGF 11/12,Narayan Plaza Near Domino’s,Engineeringcollege chauraha,,Lucknow (09807507429)  Removing Noise from Images  Removing Noise By Linear Filtering  Removing Noise By Median Filtering  Removing Noise By Adaptive Filtering  Image Deblurring  Understanding Deblurring  Deblurring with the Wiener Filter Part VII  Morphology Representation and Description  Discrete Image Transforms  Image Compression  Wavelet Transforms  Colour Image Processing