Using oriented gabor filters to enhance fingerprint images

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Image processing Toolkit in R

Motion energy features from video

Image Processing Term Project 2017.

Extract face feature based on gabor filtering

Python based project to provide a Video Analysis method for Vehicular Accident Detection.

Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:

Simple dashboard gabor filteration for images

Signature Verification without using CNN

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Klasifikasi COVID-19 menggunakan Filter Gabor dan CNN dengan Hyperparameter Tuning | Dataset SarsCoV2 CT-Scan | 2021

A SPATIAL AND FREQUENCY BASED METHOD FOR MICRO FACIAL EXPRESSIONS RECOGNITION USING COLOR AND DEPTH IMAGES

A health prediction system that takes facial images as input and predicts whether the person in the image is healthy or ill with fever, sore throat or running nose. 16 experiments combining LBP, PCA, LDA, Gabor filter feature extraction methods and SVM, NN, KNN, RF classifiers were run to find the best overall model for the health prediction system user interface.

This repo created to detect Granuloma disorder that occurs on the tooth root. Program uses radiograph image as an input and will produce output based on features of radiograph image. Features are extracted using 2D Gabor Wavelet and classified using Support Vector Machine.

Point-Pattern Synthesis using Gabor and Random Filters [EGSR 2022]

Face recognition approach by exploring information jointly in space, scale and orientation.

A Hybrid Machine Learning Approach using MRI Scans This project implements a hybrid interpretable machine learning pipeline for brain tumor classification and severity detection using MRI images.

Per-Pixel Recognition of Cancers using Oriented Gabor filter on the GPU

Official Code for 'Handwritten Digit Recognition 'Handwritten Digit Recognition by Elastic Matching' (http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=201&id=2862)

This repository stores my personal projects related to data science studies.

Processing biomedical data using LBP, HOG, and Gabor filters for enhanced analysis and feature extraction.

Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.

Built a real-time, purely classical computer vision system for fabric defect detection using multi-method analysis (GLCM, FFT, Gabor, statistical variance, background subtraction, and edge–Hough), with IoU-based bounding box fusion for robust localization. Deployed and optimized the pipeline on Jetson Nano for real time defect detection.

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TextureBasedImageRetriever a Content Based Image Retriever that focuses on texture. It implements the offline phase which is the calulation of descriptors of all images in the datasetn, and the online phase that return the n-similar images from dataset given an input image.

Implementation of Probability based Boundary Detection

Based on J. Kim, S. Um and D. Min, "Fast 2D Complex Gabor Filter With Kernel Decomposition," in IEEE Transactions on Image Processing, vol. 27, no. 4, pp. 1713-1722, April 2018,

CMSC 733 Homework 0 - Shake My Boundary

A probability based boundary(or edge) detection algorithm in python