RESEARCH FIELD

A. Time Series Analysis and Forecasting:

Emphasizes the development of models and techniques based on machine learning and deep learning approaches for predicting future values in time series data. This domain encompasses a variety of applications, including forecasting stock indices and monitoring environmental indicators like PM2.5 levels.

• Stock Price Forecasting 

• PM2.5 Concentration Prediction 

B. Document Image Analysis and Text Recognition 

Focuses on extracting text and understanding the content from various types of document images based on image processing techniques and machine learning, deep learning models.

• Information Extraction and Recognition from Vietnamese Identity Card Images

• Information Extraction from High School Admission Form

• License Plate Detection and Recognition

C. Computer Vision and Image Processing

Focuses on developing advanced image processing and computer vision algorithms for a range of applications such as 

• Human Detection in Thermal Imaging 

• Object Recognition (facial images, leaf images, ...)

• Medical Image Processing (classification of invasive ductal carcinoma, segmentation of coronary vessels, and analysis of chromosome images)

• Violence Detection and Recognition in Videos

D. Audio Signal Processing and Speech Processing

Develops advanced techniques for Digital Audio Signal Processing and Speech Processing

• Audio Event Detection and Classification  (in-house sounds, cheering, and whistle sounds in sports contexts)

• Speech Recongition (speech-to-text problem)

• Speaker Verification (confirm a speaker’s identity using their voice)