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
Explore More Learning Paths
Expand your skills in digital media by learning advanced image and video processing techniques applicable in science, entertainment, and healthcare.
Related Courses
Fundamentals of Digital Image and Video Processing Course – Gain a strong foundation in processing, analyzing, and enhancing digital images and videos.
Create a Promotional Video Using Canva Course – Learn practical video creation and editing skills to produce engaging promotional content.
Related Reading
What Is Data Management? – Discover how effective management and processing of media data ensures accurate analysis and high-quality outputs.
Specification: Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital Course
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FAQs
- Basic familiarity with Python helps but isn’t mandatory.
- The course uses beginner-friendly Python examples.
- Most coding is step-by-step with guidance.
- Prior exposure to NumPy or image libraries is a plus.
- Non-coders can still grasp concepts but may need extra practice.
- The course focuses on classical image processing, not deep learning.
- Covers enhancement, filtering, segmentation, and transformations.
- CNNs and advanced computer vision are beyond its scope.
- It provides a strong base for later deep learning courses.
- Great starting point before diving into AI-driven vision models.
- Techniques apply to medical imaging, robotics, and AR.
- Can enhance personal projects like photo editing or video filters.
- Useful in research involving visual data.
- Helps build a portfolio with hands-on Python projects.
- A stepping stone for applied computer vision jobs.
- Basic algebra and matrix operations are helpful.
- Some concepts use linear algebra and signal processing basics.
- Visual demonstrations simplify theory-heavy parts.
- Python libraries handle most of the complex calculations.
- It’s approachable even for those without strong math backgrounds.
- Shows hands-on exposure to image and video processing.
- Demonstrates initiative in AI and computer vision learning.
- Adds credibility for internships or junior analyst roles.
- Stronger when paired with projects in a portfolio.
- Employers value practical applications more than certificates alone.
