01_ImageWarping

Assignment 1 - Image Warping

In this assignment, you will implement basic transformation and point-based deformation for images.

Resources:

• Teaching Slides
• Paper: Image Deformation Using Moving Least Squares
• Paper: Image Warping by Radial Basis Functions
• OpenCV Geometric Transformations
• Gradio: 一个好用的网页端交互GUI

1. Basic Image Geometric Transformation (Scale/Rotation/Translation).

Fill the Missing Part of 'run_global_transform.py'.

2. Point Based Image Deformation.

Implement MLS or RBF based image deformation in the Missing Part of 'run_point_transform.py'.

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一个作业提交模板 (里面的结果也可参考)

Implementation of Image Geometric Transformation

This repository is Yudong Guo's implementation of Assignment_01 of DIP.

Requirements

To install requirements:

python -m pip install -r requirements.txt

Running

To run basic transformation, run:

python run_global_transform.py

To run point guided transformation, run:

python run_point_transform.py

Results (need add more result images)

Basic Transformation

Point Guided Deformation:

Acknowledgement

📋 Thanks for the algorithms proposed by Image Deformation Using Moving Least Squares.