PURR Registry

Code and Dataset for Pattern Recognition Benchmarks

10.4231/R7610X8M

Jonas Hepp , Mireille Boutin , Yellamraju Tarun

02/03/2016

This code computed a sequence of bounds for the error rate of a pattern recognition method. The bounds correspond to the error rate that one would expect to achieve by simply selecting features at random and thresholding the feature (TARP) approach.

classification Computer Science Electrical and Computer Engineering feature evaluation image processing image recognition Pattern Recognition Pedestrian Classification

Code and Dataset for TARP Detection Benchmarks

10.4231/R7ST7MVC

Kelsie Larson , Mireille Boutin

05/16/2017

The TARP method uses random projections, followed by threshold classifications, to construct receiver-operating characteristic curves and uncover underlying structure in the given data.

Electrical and Computer Engineering Machine Learning Receiver Operating Characteristics ROC curve Signal Processing Target Detection

Code and Dataset for Pattern Recognition Benchmarks

10.4231/R7G73BPN

Jonas Hepp , Mireille Boutin , Yellamraju Tarun

12/12/2016

This code computed a sequence of bounds for the error rate of a pattern recognition method. The bounds correspond to the error rate that one would expect to achieve by simply selecting features at random and thresholding the feature (TARP) approach.

classification Computer Science Electrical and Computer Engineering feature evaluation image processing image recognition Pattern Recognition Pedestrian Classification

Raw PPG Signal Measured Using Wearable Sensor-kit in Varying Levels of Activity

10.4231/8VF2-1729

Deena Alabed , Mireille Boutin , Tiberius Wehrly

05/03/2019

Photoplethysmogram (PPG) signals collected from five subjects in three scenarios that vary in the level of activity, measured using Asiawill Pulse Heart Rate sensor implemented in an Arduino-based wearable sensor-kit.

Asiawill Pulse Sensor Electrical and Computer Engineering Health Monitoring Device Matlab Photoplethysmogram PPG

Labeled Raw PPG Signals Measured Using Wearable Sensor-kit

10.4231/1BE9-YY17

Deena Alabed , Mireille Boutin , Tiberius Wehrly

05/03/2019

Photoplethysmogram (PPG) signals collected from nine subjects in a still seated position, measured using Asiawill Pulse Heart Rate sensor implemented in an Arduino-based wearable sensor-kit.

Asiawill Pulse Sensor Electrical and Computer Engineering Health Monitoring Device Matlab Photoplethysmogram PPG

Database of images for low complexity sign detection and text localization method for mobile applications

10.4231/R7ZP44BW

Edward J. Delp , Golnaz Abdollahian , Katherine L. Bouman , Mireille Boutin

02/01/2018

This database contains images that were used for training and testing of our text detection and localization algorithm.

Complexity Theory Electrical and Computer Engineering Feature extraction Low complexity sign detection Object detection Outdoor sign detection Outdoor sign translation Text detection Text localization method Text segmentation

20 Commercial Foods to Test 3-step Phenylalanine Estimation Process

10.4231/R7K35RV5

Amruthavarshini Talikoti , Mireille Boutin

03/27/2019

This publication contains the ingredient list and phe:protein ratios for 20 commercial foods, along with assumptions made to test a proposed mathematical process to estimate phenylalanine in commercial foods.

Amino Acid Electrical and Computer Engineering Food Science Nutrients Phenylalanine Phenylketonuria PKU Protein