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Georgia Tech OMSCS
Georgia Tech Resources
Computability, Complexity & Algorithms
Computer Networking
Knowledge Based AI - CS7376-O01
Software Architecture & Design
Database Systems Concepts and Design
Artificial Intelligence
Machine Learning
Compilers: Theory and Practice
Computer Vision
1 - Images as Functions Intro
2 - Images as Functions Part 1
3 - Image Quiz
4 - Image Quiz Solution
5 - Images as Functions Part 2
6 - Define an Image as a Function Quiz
7 - Define an Image as a Function Quiz Solution
8 - Define a Color Image as a Function Quiz
9 - Define a Color Image as a Function Quiz Solution
10 - The Real Phyllis
11 - Digital Images
12 - Compute Image Size Quiz
13 - Compute Image Size Quiz Solution
14 - Matlab Images are Matrices
15 - Quantize Quiz
16 - Quantize Quiz Solution
17 - Load and Display an Image
18 - Image Size and Data Type Quiz
19 - Image Size and Data Type Quiz Solution
20 - Inspect Image Values
21 - Inspect Image Values Quiz
22 - Inspect Image Values Quiz Solution
23 - Crop an Image
24 - Crop an Image Quiz
25 - Crop an Image Quiz Solution
26 - Color Planes
27 - Add 2 Images Demo
28 - Add 2 Images Quiz
29 - Add 2 Images Quiz Solution
30 - Multiply by a Scalar Demo
31 - Blend 2 Images
32 - Blend 2 Images Solution
33 - Common Types of Noise
34 - Image Difference Demo
35 - Image Difference Quiz
36 - Image Difference Quiz Solution
37 - Generate Gaussian Noise
38 - Effect of Sigma on Gaussian Noise
39 - Effect of Sigma on Gaussian Noise Quiz
40 - Effect of Sigma on Gaussian Noise Quiz Solution
41 - Apply Gaussian Noise Quiz
42 - Apply Gaussian Noise Quiz Solution
43 - Displaying Images in Matlab
44 - Adding Noise Quiz
45 - Adding Noise Quiz Solution
46 - Images as Functions End
47 - What Did You Learn Today
1 - Intro
2 - Gaussian Noise
3 - Averaging Assumptions
4 - Noise Quiz
5 - Noise Quiz Solution
6 - Weighted Moving Average
7 - Moving Average Quiz
8 - Moving Average Quiz Solution
9 - Compare Filter Results Quiz
10 - Compare Filter Results Quiz Solution
11 - Moving Average In 2D
12 - Correlation Filtering
13 - Averaging Filter
14 - Blur Quiz
15 - Blur Quiz Solution
16 - Gaussian Filter
17 - Gaussian Quiz
18 - Gaussian Quiz Solution
19 - Variance or Standard Deviation
20 - Matlab
21 - Remove Noise
22 - Gaussian Filter Quiz
23 - Gaussian Filter Quiz Solution
24 - Keeping the Two Gaussians Straight
25 - End
1 - Intro
2 - Linear Quiz
3 - Linear Quiz Solution
4 - Impulse Function and Response
5 - Filtering an Impulse Signal
6 - Kernel Quiz
7 - Kernel Quiz Solution
8 - Correlation vs Convolution
9 - Convolution Quiz
10 - Convolution Quiz Solution
11 - Properties of Convolution
12 - Computational Complexity and Separability
13 - Linear Operation Quiz
14 - Linear Operation Quiz Solution
15 - Boundary Issues
16 - Methods
17 - Explore Edge Options
18 - Reflection Method Quiz
19 - Reflection Method Quiz Solution
20 - Practicing with Linear Filters
21 - Unsharp Mask
22 - Filter Quiz
23 - Filter Quiz Solution
24 - Different Kinds of Noise
25 - Median Filter
26 - Apply a Median Filter
27 - End
1 - Intro
2 - 1D Correlation
3 - Matlab Cross Correlation Doc
4 - Find Template 1D Quiz
5 - Find Template 1D Quiz Solution
6 - Template Matching
7 - Find Template 2D Quiz
8 - Find Template 2D Quiz Solution
9 - Where’s Waldo?
10 - What is it Good for Quiz
11 - What is it Good for Quiz Solution
12 - Non Identical Template Matching
13 - Normalized Correlation Quiz
14 - Normalized Correlation Quiz Solution
15 - End
1 - Intro
2 - Reduced Images
3 - Edges
4 - Change Boundaries Quiz
5 - Change Boundaries Quiz Solution
6 - Edge Detection
7 - Derivatives and Edges
8 - What is a Gradient
9 - Magnitude Quiz
10 - Magnitude Quiz Solution
11 - Finite Differences
12 - Partial Derivatives of an Image
13 - The Discrete Gradient
14 - Sobel Operator
15 - Well Known Gradients
16 - Compute Gradients Quiz
17 - Compute Gradients Quiz Solution
18 - Gradient Direction Quiz
19 - Gradient Direction Quiz Solution
20 - But in the Real World
21 - Linearity Property Quiz
22 - Linearity Property Quiz Solution
23 - End
1 - Intro
2 - Derivative of Gaussian Filter 2D
3 - Smoothing Quiz
4 - Smoothing Quiz Solution
5 - Effect of Sigma on Derivatives
6 - Canny Edge Operator
7 - Canny Edge Detector
8 - For Your Eyes Only Demo
9 - For Your Eyes Only Quiz
10 - For Your Eyes Only Quiz Solution
11 - Canny Results
12 - Canny Edge Quiz
13 - Canny Edge Quiz Solution
14 - Single 2D Edge Detection Filter
15 - Edge Demo
16 - End
1 - Intro
2 - Parametric Model
3 - Line Fitting
4 - Edge to Lines Quiz
5 - Edge to Lines Quiz Solution
6 - Voting
7 - Hough Space
8 - Polar Representation for Lines
9 - Basic Hough Transform Algorithm
10 - Complexity of the Hough Transform
11 - Hough Example
12 - Hough Demo Intro
13 - Hough Demo
14 - Hough on a Real Image
15 - Impact of Noise on Hough
16 - Extensions
17 - End
1 - Intro
2 - Detecting Circles with Hough
3 - Hough Transform for Circles
4 - Algorithm for Circles
5 - Voting Practical Tips
6 - Pros and Cons
7 - End
1 - Intro
2 - Generalized Hough Transform
3 - Generalized Hough Transform Example
4 - Generalized Hough Transform Algorithm
5 - Application in Recognition
6 - Training
7 - Application in Recognition
8 - End
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