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kaizen123's Projects

gel-image-segmentation icon gel-image-segmentation

This is a custom matlab routine that automatically measures gel diameters from experiment images.

generative_inpainting icon generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

gpt4free icon gpt4free

decentralising the Ai Industry, just some language model api's...

hippocampal_subfield_division icon hippocampal_subfield_division

Matlab script for hippocampal subfield division described in "Atrophy of the Posterior Subiculum Is Associated with Memory Impairment, Tau-and Aβ Pathology in Non-demented Individuals" by Lindberg et al. (2017). Works on MRI brain images segmented using FreeSufer 6.0

histology_liver_np_int_wp icon histology_liver_np_int_wp

Analysis of liver histology images are used to segment CD209 positive areas (intravascular), and CD209 negative areas (extravascular). These areas are then overlayed with the nanoparticle intensity images to calculate the mean nanoparticle intensity in each area. Data for this project is published by Poon et al in "Elimination Pathways of Nanoparticles" 2019. ACS Nano.

hmrf-em icon hmrf-em

A MATLAB implementation of the HMRF as described in "Segmentation of Brain MR Images Through a Hidden Markov Random Field Model and the Expectation-Maximization Algorithm" (Zhang et al., 2001). The HMRF is used to segment images from the cross-sectional OASIS-brains dataset

image-driven-active-contour-loss icon image-driven-active-contour-loss

A Deep Learning-Based Approach with Image-Driven Active Contour Loss for Medical Image Segmentation. The 2nd International Conference on Data Science and Applications (ICDSA 2021), 2021

image-processing icon image-processing

Using human unique characteristics for security reason, it includes processing, segmenting, feature extracting, polarizing, matching. The data storing and accessing performance with less calculation intensive compared to any other previous process unit is achieved.

image-segmentation icon image-segmentation

Image segmentation using Gausian Markov Random Fields, and probability Maximization using ICM

image-segmentation-1 icon image-segmentation-1

Level set method for image segmentation . In the attached code, an implementation of semantic segmentation of lungs from CXR (Chest XRays) images can be found on Matlab.

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