Giter Club home page Giter Club logo

digital-image-processing's Introduction

Digital-image-processing

HW1:

A. Image Demosaicing and Histogram Manipulation:  
    1. Bilinear Demosaicing  
    2. MHC Demosaicing  
    3. Histogram Manipulation          
B. Image Denoising:  
    1. Uniform Weight Filter  
    2. Gaussian Weight Filter  
    3. Bilateral filters  
    4. Non-local Mean Filter  
    5. Median Filter  
    6. BM3D Filter  

HW2:

A. Edge Detection:   
    1. Sobel Edge Detector  
    2. Canny Edge Detector  
    3. Structured Edge  
B. Digital Half-toning:  
    1. Random thresholding  
    2. Dithering Matrix  
    3. Floyd-Steinberg’s Error Diffusion  
    4. Error Diffusion Proposed by Jarvis, Judice, and Ninke (JJN)  
    5. Error Diffusion Proposed by Stucki  
    6. Separable Error Diffusion  
    7. MBVQ-based Error diffusion  

HW3:

A. Geometric Modification:  
    1. Geometric Transformation  
    2. Spatial Warping  
    3. Lens Distortion Correction  
B. Morphological Processing:  
    1. Shrinking  
    2. Thinning  
    3. Skeletonizing  
    4. Defect Detection and Correction  
    5. Object Analysis  

HW4:

A. Texture Analysis:  
    1. Texture Classification  
    2. Texture Segmentation  
B. Image Feature Extractor:  
    1. SIFT: Image Matchhing  
    2. Bag of Words  

HW5:

A. Train LeNet-5 on MNIST Dataset  
B. Apply Trained Network to Negative Images  

HW6:

A. Image Reconstructions from Saab Coefficients  
B. Handwritten Digits Recognition Using Ensembles of Feedforward Design  

digital-image-processing's People

Contributors

jiazhi412 avatar

Stargazers

 avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.