# CV_Learning

**Repository Path**: physicsandprogram/CV_Learning

## Basic Information

- **Project Name**: CV_Learning
- **Description**: No description available
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-06-21
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# CV_Learning
Learning computer vision and image processing.

### 「Digital Image Processing」 Course projects
including some projects in the *Digital Image Processing* course.
 - 01 - histogram-equalization-pro: some algorithms which based on the histogram equalization.
 - 02 - retinex: implement and compare different retinex algorithms, like *SSR, MSR, MSRCR* etc.
 - 03 - haze-night-image-enhancement: implement *Dark Channel* algorithm to enhance haze and night images.
 - 04 - UM-AUM: implement and compare *Unsharp Masking* and *Adaptive Unsharp Masking* algorithms.

### 「3D Vision」 Course projects
including some projects in the *3D Vision* course.

+ 01 - De-noising: Using *ROF(Rudin-Osher-Fatemi)* algorithm and *Chambolle's* method to solve the de-noising task.
+ 02 - Panorama: Using *SIFT*, *homography*, *Ransac* algorithms to synthesis three images and get a panorama image.
+ 03 - AR-system: A simple implement of AR system.
+ 04 - 3D-Structure-recover: 3D structure recover based on two image views.
+ 05 - Final-personal-project: Select a paper about *Five-point* algorithm and compare it with *Seven-point* and *Eight-point* algorithms.

### Other projects
including some projects from other courses or internet.

+ image-alignmnet: This assignment from Coursera *Deep Learning in Computer Vision* course.
+ face-alignment: Clearly practice for face alignment.
+ edge-detection: Canny edge detection algorithm implement by Python3.
+ histogram-equalization: learning histogram equalization.