Generalization with Deep Learning
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9789811218835, 9789811218842

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BACK MATTER

Generalization with Deep Learning ◽

10.1142/9789811218842_bmatter ◽

2021 ◽

pp. 303-314

Accurate Detection of Built-Up Areas in Remote Sensing Image via Deep Learning

Generalization with Deep Learning ◽

10.1142/9789811218842_0008 ◽

2021 ◽

pp. 175-207

Keyword(s):

Remote Sensing ◽

Deep Learning ◽

Remote Sensing Image ◽

Accurate Detection

Combining Domain Knowledge and Deep Learning to Improve HAR Models

Generalization with Deep Learning ◽

10.1142/9789811218842_0003 ◽

2021 ◽

pp. 55-77

Keyword(s):

Deep Learning ◽

Domain Knowledge

Classification of Travel Patterns Including Wandering Based on Bi-directional Long Short-Term Memory Networks

Generalization with Deep Learning ◽

10.1142/9789811218842_0012 ◽

2021 ◽

pp. 279-301

Keyword(s):

Short Term Memory ◽

Travel Patterns ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Graph Convolutional Neural Network for Skeleton-based Video Abnormal Behavior Detection

Generalization with Deep Learning ◽

10.1142/9789811218842_0006 ◽

2021 ◽

pp. 139-155

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Abnormal Behavior ◽

Behavior Detection ◽

Abnormal Behavior Detection

FRONT MATTER

Generalization with Deep Learning ◽

10.1142/9789811218842_fmatter ◽

2021 ◽

pp. i-xii

An Introduction of Deep Learning Methods for Sensing Applications

Generalization with Deep Learning ◽

10.1142/9789811218842_0001 ◽

2021 ◽

pp. 3-28

Keyword(s):

Deep Learning ◽

Learning Methods ◽

Sensing Applications

Deep Learning for Device-free Human Activity Recognition Using WiFi Signals

Generalization with Deep Learning ◽

10.1142/9789811218842_0005 ◽

2021 ◽

pp. 101-137

Keyword(s):

Deep Learning ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Device Free

Deep Retinal Image Non-Uniform Illumination Removal

Generalization with Deep Learning ◽

10.1142/9789811218842_0010 ◽

2021 ◽

pp. 235-257

Keyword(s):

Retinal Image ◽

Uniform Illumination ◽

Illumination Removal

Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition

Generalization with Deep Learning ◽

10.1142/9789811218842_0002 ◽

2021 ◽

pp. 31-53

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Action Recognition ◽

Deep Convolutional Neural Networks