Olivier Rukundo, Ph.D.'s repositories
Cardiac-Ultrasound
Bicubic Interpolated Scan Conversion Vs Bilinear Interpolated Scan Conversion (Cardiac Ultrasound)
Edge-Enhancement-Fourier-Transform-
Edge Enhancement (Fourier Transform) is one of the topics presented during Kuopio Biomedical Image Analysis Center lecture series (see: https://www.youtube.com/watch?v=rBI17E086nQ). MATLAB code used for demonstration purposes is provided here:
Automatic-MiniTEM-Image-Segmentation-
AI-based Tool used for Automatic Segmentation of Adenovirus in MiniTEM Images
Edge-Enhancement-Convolution-
Edge Enhancement (Convolution) is one of the topics presented during Kuopio Biomedical Image Analysis Center lecture series (see: https://www.youtube.com/watch?v=jdK8Y-7mP5Y). MATLAB code used for demonstration purposes is provided here:
generative-adversarial-networks
Generation of Synthetic Biomedical Images with Generative Adversarial Networks
Implementation-of-interpolation-using-Spyder-IDE-Python-3.9-
Demonstration of basic image interpolation algorithms
Instance-Segmentation
STEP 1 - Debugging Scripts for Binary and Labeled Mask Exports from .XML files
Interpolated-Scan-Conversion-of-B-Mode-Cardiac-Ultrasound-Image-Sequences
Interpolated Scan Conversion of B-Mode Cardiac Ultrasound Image Sequences using different Interpolation Methods
Median-Filter
Median filtering is one of the topics presented during Kuopio Biomedical Image Analysis Center lecture series (see: https://www.youtube.com/watch?v=Bl9XU30M8m4). MATLAB code used for demonstration purposes is provided here:
Modified-USC-SIPI-Image-Database
Image dataset containing 210 Textures, Aerials, Miscellaneous, and Sequences images downloaded from the USC-SIPI Database. These images were resized to 512 × 512, 256 × 256, and 128 ×128, and converted to 8bits, using R2020a MATLAB software functions
Semantic-Segmentation
Performing Semantic Segmentation of Histopathological Images | U-Net Implementation
Tool-for-Evaluating-Deep-Learning-Models-in-Histopathological-Image-Analysis
Tool for Evaluating Deep Learning Models in Histopathological Image Analysis - A MATLAB-based User Interface [Tentative Version]
U-NET-Semantic-Segmentation-of-Biomedical-Images-with-Pytorch-using-Spyder-IDE-Anaconda
Semantic Segmentation of Biomedical Images | Pytorch | Spyder IDE Anaconda