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bernielampe1's Projects

bayes_classifier icon bayes_classifier

Review of bayesian classifier with various methods of density estimation.

channel_capacity icon channel_capacity

Computing maximum communication channel capacity using Blahut's algorithm.

clustering icon clustering

A review of unsupervised clustering methods for image segmentation.

cs_recovery icon cs_recovery

An academic review of compressive sensing recovery algorithms

data_structs icon data_structs

A collection of fundamental data structures authored in C++.

discriminant_analysis icon discriminant_analysis

Classification based on Fisher's Linear Discriminate Analysis (FLDA) and Support Vector Machine (SVM).

hough_radon icon hough_radon

Pattern recognition using Hough and Radon transforms.

iot_hacking icon iot_hacking

Found remote, pre-auth vulnerability in Wemo smart home IOT devices.

lagrange_optimize icon lagrange_optimize

Analytically deriving multi-dimensional image classifiers and detectors using Lagrange multipliers.

lsma icon lsma

Review of Linear Spectral Mixture Analysis (LSMA)

ml-class icon ml-class

Machine Learning Course by Andrew Ng Solutions

moca icon moca

Full mathematical derivation of Maximum Orthogonal Complement Analysis (MOCA) for determining the size of a signal subspace.

model_order icon model_order

Selecting signal model order using MDL, AIC and BIC estimators.

nmf icon nmf

Review of non-negative Matrix Factorization (NMF) algorithms applied to hyperspectral images to find endmembers.

optical_flow icon optical_flow

Using optical flow and graph-based vector field segmentation to detect moving objects.

pong icon pong

Pong in OpenGL and dtksh.

sparse_fft icon sparse_fft

Implementation of sparse fast Fourier transform (sFFT).

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