Chapter 1 Trends in Deep Learning Applications

Chapter 2 Quasi-Newton Optimization Methods for Deep Learning Applications

Chapter 3 Medical Image Segmentation Using Deep Neural Networks with Pre-trained Encoders

Chapter 4 Ensemble of 3D Densely Connected Convolutional Network for Diagnosis of Mild Cognitive Impairment and Alzheimer’s Disease

Chapter 5 Detecting Work Zones in SHRP2 NDS Videos Using Deep Learning Based Computer Vision

Chapter 6 Action Recognition in Videos Using Multi-stream Convolutional Neural Networks

Chapter 7 Deep Active Learning for Image Regression

Chapter 8 Deep Learning Based Hazard Label Object Detection for Lithium-ion Batteries Using Synthetic and Real Data