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Alice Cryer's Projects

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

frame-difference-ssim icon frame-difference-ssim

Computing frame difference between current frame and previous frame or first frame with SSIM(Structural Similarity Index Measure)

ivhc-estimator icon ivhc-estimator

Fast image noise estimation (Estimation of Gaussian, signal-dependent, and processed noise in Image and Video Signals)

kalman-filter icon kalman-filter

Kalman Filter implementation in Python using Numpy only in 30 lines.

neif icon neif

Official implementation of the noise estimation method "Video Signal-Dependent Noise Estimation via Inter-frame Prediction", ICIP 2022.

noise_est_iccv2015 icon noise_est_iccv2015

An Efficient Statistical Method for Image Noise Level Estimation, ICCV 2015, Python

pbnfm icon pbnfm

An implementation for noise model estimation method of "A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising", CVPR 2020.

siv-texture-analysis icon siv-texture-analysis

Implementation of Autocorrelation Function, Local Binary Patterns, and Co-Occurrence Matrices for images' texture analysis

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