Md. Ziaul Hoque's Projects
Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.
E. Cazelles, V. Seguy, J. Bigot, M. Cuturi, N. Papadakis, 'Geodesic PCA versus Log-PCA of histograms in the Wasserstein space', https://arxiv.org/abs/1708.08143
Detail-preserving image denoising via adaptive clustering and progressive PCA thresholding
C++ code developed to study the emergence of dimorphic populations in nonlinear public good games
Software used by the AGH team during the ANHIR challenge.
Delete the label from a whole-slide image
The edge-preserving JPEG compression artifact removal algorithm implementation. The algorithm is designed to remove artifacts from H&E stained medical images. Work in progress.
This repository contain 2 notebooks and a python file that attempt image registration on a data set referenced through a DataFrame
Provides tools for visualizing and quantifying transformations generated using FIJI BigWarp.
Score level fusion of face and voice for biometric authentication.
MATLAB implementation to segment breast lesions in ultrasound images (ICIAR 2016)
Includes the work done within the course Image Analysis, which covers the following topics: SIFT Descriptor, Learning and Convolutional Neural Networks, Image Registration, Triangulation and Digit Recognition in Scale Space.
SAM: Self-Augmentation Mechanism for COVID-19 Detection Using Chest X-Ray Images
[CVPR'16] [MATLAB] Cross Domain Landmarks Selection
Method for plotting histograms on a curve using a West Transform
To show how can we build a model using transfer learning techniques to classify signal data.
Portland State CS 503 master's thesis project
Sensing temperature and humidity data using DHT22, store sensed data into InfluxDB: and visualizing in Grafana.
EGA-Net: Edge Feature Enhancement and Global Information Attention Network for RGB-D Salient Object Detection
Simple Graphical User Interface
Speech Emotion Classification using SVM.
Subspace-based feature fusion method.
First part of the dental registration program. Automatic placement of the landmarks ; distances computation ; rigid registration of all teeth with the hemisphere.
Source code for reproducing the research presented in the paper "Photoacoustic blood oxygenation measurements combined with online pO2 detection and flow spectrometry" by Gehrung, Bohndiek, and Brunker, 2019
GAN, DCGAN, WGAN, StyleGAN, CycleGAN and ConditionalGAN.
Image restoration of geometrically distorted / warped image using rubbersheet transform. With interactive GUI in matlab
A Matlab implementation accompanying the paper "Gaussian Process Landmarking on Manifolds".
A MATLAB library/toolbox providing access to image registration suitable for use with medical images.