پردازش تصویر و ویدیو

1.1. Syllabus

00:08′

2.1. ?What is Image Processing

00:13′

3.1. Image Formation

00:16′

4.1. Basic Filtering

00:09′

5.1. Image Processing Applications 01

00:13′

6.1. Image Processing Applications 02

00:09′

7.1. Advanced Image Formation 01

00:11′

8.1. Advanced Image Formation 02

00:09′

9.1. 3D to 2D Projection

00:13′

10.1. Advanced Image Formation 03

00:18′

1.2. Capturing Color

00:18′

2.2. CMYK vs RGB

00:12′

3.2. Color Gamut

00:11′

4.2. Color Representation

00:11′

5.2. Color Visualization

00:15′

6.2. Textures

00:15′

7.2. Texture Representation & Synthesis

00:15′

1.3. Pointwise Operations

00:19′

2.3. Gamma Correction

00:11′

3.3. ?What's a Histogram

00:18′

4.3. Histogram Applications

00:18′

5.3. Histogram Equalization

00:13′

1.4. Spatial Filter

00:18′

2.4. 1D Convolution

00:12′

3.4. 2D Convolution

00:10′

4.4. Image Smoothing

00:15′

5.4. Image Sharpening

00:15′

6.4. Filtering in the Fourier Domain

00:14′

1.5. Sampling and Fourier Transform

00:15′

2.5. Unique Reconstruction

00:11′

3.5. Nyquist Rate

00:12′

4.5. Anti Aliasing

00:10′

5.5. Image Up-Sampling

00:13′

1.6. Dilation & Erosion

00:18′

2.6. Opening and Closing

00:14′

3.6. Hit-miss Filter

00:07′

4.6. Morphological Operators on Grayscale Images

00:10′

5.6. Generalize Morphological Operators

00:17′

1.7. Edge Detection via Gradient

00:17′

2.7. Edge Orientation

00:14′

3.7. Canny Edge Detector

00:07′

4.7. Hough Transform

00:12′

1.8. Introduction to Segmentation

00:14′

2.8. K-Means Clustering

00:16′

3.8. Mean-Shift Algorithm

00:09′

4.8. Min-Cut Segmentation

00:10′

5.8. Normalized-Cut Segmentation

00:09′

6.8. Interactive Segmentation

00:12′

1.9. ?What are the Keypoints

00:14′

2.9. Harris Keypoints

00:09′

3.9. Sift Keypoints

00:13′

4.9. SIFT Descriptor

00:18′

1.10. Matching Two Scenes

00:18′

2.10. RANSAC

00:16′

3.10. Image Warping and Blending

00:11′

1.11. Gaussian Pyramid

00:13′

2.11. Laplacian Pyramid

00:17′

3.11. Wavelet Pyramid

00:13′

4.11. Steerable Pyramid

00:14′

1.12. Unitary Transform

00:20′

2.12. KLT & Transform Coding

00:20′

3.12. JPEG

00:19′

4.12. JPEG 2000

00:13′

1.13. Uni & Bi-Directional Prediction

00:21′

2.13. Spatial Prediction & Transform Coding

00:10′

3.13. RDO & Rate-Control

00:13′

4.13. GOP & Deep Learning for Compression

00:19′