Machine Learning/MPCR Gallery

“Older people sit down and ask, ‘What is it?’ but the boy asks, ‘What can I do with it?'”

-Steve Jobs

The code used for each image here, as well as other projects, can be found at https://github.com/MichaelTeti

Rover using RALVINN
RALVINN
Color detection using opencv - orange
Color detection using opencv – orange; poor lighting
CNNEdgeCathedral
Cellular Nonlinear Network inspired by Leon Chua – Edge Detector
CNNEdgeCircle
Edge Detecting CNN

EdgeCNNLena

black swallowtail dictionary
 Black swallowtail butterfly dictionary
FAU Prospective Undergraduate Expo MPCR table
FAU Prospective Undergraduate Expo MPCR table

MPCR

MPCR Lab 2015 

Peacock butterfly dictionary
Peacock butterfly dictionary created using LCA, sparse coding, and dictionary learning 

dic3

bargraph
Classification Using Sparse Dictionary and l1-pooling

untitled

out-1
Dictionary Learning Locally Competitive Neural Network

 

cs_lca
Compressive Sensing Illustration using LCA 10% measurements

 

cs_sc

signal
Sparse Signal

 

rec
LCA Reconstruction Compressed Sensing 10% measurements

 

cs_error
LCA L1 reconstruction error

 

error_plot
Error vs. number of iterations

 

mona_whole
Compressed Sensing LCA reconstruction

 

rover_dictionary
LCA-learned dictionary for MPCR Rover to model saliency and curiosity
circles
Signal reconstruction of compressively-sensed signal with varying sampling rates

 

mona_lca_l1_l2_orig
LCA-CS reconstruction of gray-scale image vs. alternative reconstruction methods

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s