1. Week 4: Moving Target Detection Using Infrared Sensors
Project Leaders: Dr. Mahalanobis and Babak
REU Student: Arisa Kitagishi

2. ROC Curves
ROC Curve with background subtractions without CNN with the dataset of 5km and 4.5km (two furthest ranges)

3. Training Models There are three different types of models:
Models with small amount of training size
Models with proper amount (80% of dataset) of training size
Models with proper amount (80% of dataset) of training size, and with difference images from end to middle

4. Testing Models: 1. Models with Small Amount of Training Size
Results with model_11_500:
Prediction GT Data

5. Testing Models: 1. Models with Small Amount of Training Size

6. Testing Models: 2. Models with proper amount (80%) of training size
Results with model_11_500:
Prediction GT Data

7. Testing Models: 2. Models with proper amount (80%) of training size

8. Testing Models: 3. Models with proper amount (80%) of training size, and with difference images from end to middle
Results with model_11_500:
Prediction GT Data

9. Testing Models: 3. Models with proper amount (80%) of training size, and with difference images from end to middle