Image Processing Onramp

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Image Processing Onramp provided by MATLAB Academy is a comprehensive online course, which lasts for 2 hours worth of material. Image Processing Onramp is taught by Erin Byrne. Upon completion of the course, you can receive an e-certificate from MATLAB Academy. The course is taught in Englishand is Free Certificate. Visit the course page at MATLAB Academy for detailed price information.

Overview
    • Introduction: Familiarize yourself with image processing concepts and the course.
    • Working with Images in MATLAB: Import, display, and manipulate color and grayscale images.
    • Segmenting an Image: Create binary images by thresholding intensity values.
    • Pre- and Postprocessing Techniques: Improve image segmentation using common pre- and postprocessing techniques.
    • Classification and Batch Processing: Develop a metric to classify an image, and apply that metric to a set of image files.
    • Conclusion: Learn next steps and give feedback on the course.

Syllabus
    • Course Overview
    • Getting Images into MATLAB
    • Grayscale and Color Images
    • Contrast Adjustment
    • Working with Images Interactively
    • Course Example - Photos of Receipts
    • What is Segmentation
    • Thresholding Intensity Values
    • Working with Binary Images
    • Improving Segmentation
    • Filtering Noise
    • Background Subtraction
    • Binary Morphology
    • Developing a Metric for Receipt Detection
    • Batch Processing with Image Datastores
    • Course Example - Extract Images Containing Receipts
    • Additional Resources
    • Survey