Methods for Image Data Analysis - MIDA's Projects
Fast computation of cross-mutual information function (CMIF) in the frequency domain
Framework for joint representation learning, evaluation through multimodal registration and comparison with image translation based approaches
Framework for Multimodal Deformable Image Registration. Coordinated equivariant representation learning (CoMIR) combined with robust deformable registration by INSPIRE.
Global alignment of volumes with cross similarity of normalized gradient fields
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations
CytoBrowser, a JavaScript and Node.js driven environment for fast and accessible collaborative online visualization, assessment, and annotation of very large microscopy images.
Fast global mutual information-based rigid alignment in the Fourier domain
INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
Registration framework based on alpha-amd distance and ITK.
Evaluation Framework for Multimodal Biomedical Image Registration Methods
Code of paper "A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images"
Py-Alpha-AMD Registration Framework - Robust Image Registration - Public Release
Stochastic Distance Transform - Python/NumPy/SciPy implementation.