Md Zia Uddin
Md Zia Uddin
Publikasjoner og ansvarsområder
Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory-based neural structured learning
In-Home Emergency Detection Using an Ambient Ultra-Wideband Radar Sensor and Deep Learning
Presentation on In-Home Emergency Detection Using an Ambient Ultra-Wideband Radar Sensor and Deep Learning
Towards Optimal Ship Navigation Using Image Processing
Emotion recognition using speech and neural structured learning to facilitate edge intelligence
Emotions are quite important in our daily communications and recent years have witnessed a lot of research works to develop reliable emotion recognition systems based on various types data sources such as audio and video. Since there is no apparently visual information of human faces, emotion...
Activity recognition using different sensors
Explaining Deep Learning Decision using LIME for Sensor-based Activity Recognition
A novel approach is discussed here to recognize human activities from body sensor information using Reccurent Neural Network (RNN) and explaining the model decisions using Local Interpretable Model-Agnostic Explanations (LIME). The raw signals are trained using a deep learning model consists of...