Rohit-Kundu/HFMOEA

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Language
Python
License
MIT License
Created over 3 years ago
Updated over 2 years ago

Rohit-Kundu/HFMOEA

Rohit-Kundu

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A hybrid feature selection algorithm combining Filter based methods and a Wrapper method.

Traditional-Feature-Extraction

Feature Extraction is an integral step for Image Processing jobs. This repository contains the python codes for Traditional Feature Extraction Methods from an image dataset, namely Gabor, Haralick, Tamura, GLCM and GLRLM.

Two-Step-Feature-Enhancement

Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science

Ensemble-Pneumonia-Detection

Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" published in Nature- PlosOne

MFSNet

Based on our paper on skin lesion segmentation: "MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation"

Cervical-Cancer-CNN-GA

Deep feature selection using GA for classification of cervical cytology images.

Fuzzy-Rank-Ensemble

Based on our paper on "A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology" published in Nature- Scientific Reports.

COVID-Detection-Gompertz-Function-Ensemble

Based on our paper "Fuzzy Rank-based Fusion of CNN Models using Gompertz Function for Screening COVID-19 CT-Scans".

Segmentation-HHO_Altruism

Based on our paper on Multi-Objective Harris Hawk's Optimization with Altruism for Unsupervised Brain MRI Segmentation

ET-NET_Covid-Detection

An Ensemble Transfer Learning Network for COVID-19 detection from lung CT-scan images.

IDEAL-ICASSP23

Jupyter Notebook

Hybrid_OBHSA-MRFO

Hybrid of two Wrapper feature selection algorithms for feature selection.

Fuzzy-Integral-Covid-Detection

Based on our paper on Sugeno Fuzzy Integral fusion of CNN classifiers for COVID-19 detection from Lung CT scan image data.

AltWOA

Altruistic Whale Optimization Algorithm (AltWOA)

Rohit-Kundu

Single-Image-Super-Resolution

Official implementation of our paper on Single Image Super-Resolution Using a Residual Channel Attention Network.

Hybrid_MRFO-OBHSA

Hybrid (Strong) Wrapper Algorithm combining Manta-Ray Foraging Optimization and Opposition-Based Harmony Search.

Cell-Tracker

Official Implementation of our paper on Cell Tracker Algorithm for NPC Cell maturation profile understanding.