Image Processing in Julia Workshop | JuliaCon 2023

[yashasnadigsyn]

References:
Speaker: Tim Holy
Video title: Image Processing in Julia Workshop | JuliaCon 2023
Link: https://www.youtube.com/watch?v=RWfAmIj4kS0
Link to the code: https://github.com/JuliaImages/JuliaCon23_ImageProcessingWorkshop

Contents
0:00 Welcome
03:46 Dependencies
04:35 Introduction
06:54 Introduction - JuliaImages Structure
10:55 Introduction - JuliaImages Basics
11:18 Introduction - Loading your first image
12:45 Introduction - Save Image
13:00 Introduction - TestImages
15:02 Introduction - Visualizing Images
16:55 Introduction - MosaicViews
18:50 Introduction - ImageView
31:25 Core Concepts - Images are arrays
36:56 Core Concepts - Colors
54:08 Core Concepts - Numbers
1:00:16 Questions
1:10:22 Filters, Corners and Edges
1:13:06 Filters - Introduction
1:22:28 Questions
1:25:23 Filters - Introduction
1:25:55 Filters - Kernels
1:33:09 Quesions
1:33:30 Filters - Nonlinear operations
1:36:04 Questions
1:38:27 Filters - Nonlinear operations
1:39:20 Questions
1:40:25 Corners and Edges
1:46:33 Questions
1:49:00 Image Transformation
1:49:19 Contrast related methods - Equalization
1:53:42 Contrast related methods - AdaptiveEqualization
1:54:57 Contrast related methods - Linear Stretching
1:55:46 Contrast related methods - Contrast Stretching
1:56:51 Contrast related methods - Histogram Matching
1:58:18 Spatial and Warping Transformations - Cropping
2:09:42 Spatial and Warping Transformations - Resizing
2:13:05 Spatial and Warping Transformations - Rotation
2:17:29 Spatial and Warping Transformations - Morphological Operations
2:19:09 Segmentation
2:26:40 Segmentation Algorithms - Seeded Region Growing
2:27:49 Segmentation Algorithms - Unseeded Region Growing
2:28:10 Segmentation Algorithms - Felzenswalb's Region Merging Algorithm
2:29:14 Segmentation Algorithms - MeanShift Segmentation
2:31:10 Watershed Segmentation
2:35:37 Final Thoughts
2:39:40 Questions