What will you learn in Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital Course
Understand how digital images are formed, represented, and manipulated
Apply core image processing techniques like filtering, enhancement, and transformations
Analyze and modify images using Python-based tools
Explore the basics of image segmentation and object recognition
Build foundational knowledge for computer vision and deep learning
Program Overview
Module 1: Introduction to Digital Images
⏳ 1 week
Topics: Pixels, grayscale vs. color images, image file formats
Hands-on: Viewing and manipulating raw image data
Module 2: Image Enhancement
⏳ 1 week
Topics: Histograms, contrast stretching, thresholding
Hands-on: Improving image visibility and brightness
Module 3: Filtering and Edge Detection
⏳ 1 week
Topics: Smoothing filters, sharpening filters, Sobel and Laplacian methods
Hands-on: Applying filters to detect features and reduce noise
Module 4: Geometric Transformations
⏳ 1 week
Topics: Scaling, rotation, translation, affine transformations
Hands-on: Changing image perspective and alignment
Module 5: Image Segmentation & Morphology
⏳ 1 week
Topics: Binary image processing, region labeling, morphology operations
Hands-on: Segmenting and labeling objects in images
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Job Outlook
Growing demand in fields like AI, computer vision, robotics, medical imaging, and augmented reality
Entry-level roles in image processing or AI typically range from $60,000–$100,000/year
Strong base for advanced careers in machine learning and deep learning for vision
Freelance and research roles available in visual computing, surveillance, and automation
Specification: Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
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