Discover hrshtv/Bayesian-Image-Super-Resolution Open Source project

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A Bayesian framework for Multi-Frame Image Super-Resolution. Based on "Bayesian Image Super-Resolution" (ME Tipping and CM Bishop, NeurIPS 2003)

pytorch-lmu

A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant

Python

Sketchy-Turtle

A python turtle that sketches (almost) any image given to it, while mimicking the "human way" of sketching

Python

Twitter-Sentiment-Analysis

BiLSTM with Multi-Headed Self Attention for sentiment classification of Twitter data, implemented in Keras and PyTorch.

Jupyter Notebook

HMRF-GMM-EM-Segmentation

Image segmentation using the EM algorithm that relies on a GMM for intensities and a MRF model on the labels. Based on "Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm" (Zhang, Y et al.)

MATLAB

FCM-Segmentation

Image Segmentation using Fuzzy C-Means Clustering with Bias Field Correction

MATLAB

ML-From-Scratch

Some Machine Learning algorithms implemented by me, mostly from scratch

Jupyter Notebook

Statistical-Shape-Analysis

Statistical analysis of 2D shapes based on "Generalized Procrustes Analysis" (Gower, J.C.) and "Active Shape Models - Their Training and Application" (Cootes et al.)

MATLAB

Bayesian-Image-Denoising

A MAP-MRF Framework for Image Denoising

MATLAB

CTreeOT

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

Python

Exploring-HR-Diagrams

Estimating various properties of globular clusters from astrophotometric data

TeX

Classic-Snake

The classic snake game implemented in C++ using the simplecpp package

C++

topic2poem

End-to-End Conditional Poetry Generation

Jupyter Notebook

Region-Quadtrees-for-Images

Region quadtrees for operations on binary images, implemented in C++

C++

Shakespearean-Text-Generator

Character-Level LSTM used for generating Shakespearean text.

Jupyter Notebook

MRF-Segmentation-Graph-Cuts

An implementation of "Exact Maximum A Posteriori Estimation for Binary Images" (D. Greig, B. Porteous and A. Seheult)

Jupyter Notebook

HMM-POS-Tagging

POS tagging using a Hidden Markov Model (HMM) with Viterbi Decoding

Jupyter Notebook

hrshtv/Bayesian-Image-Super-Resolution

hrshtv

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