Research Interests

Artificial Intelligence and Data Science
Machine and Deep Learning
Big Data Analysis
Computer Vision and Pattern Recognition
Image and Video Analysis
Multimodal AI (Video/Image/Text/Speech)
Generative AI
Natural Language Processing
Data Mining
Robot Vision

Select List of Research Domain

Policing, Surveillance, Defense, Medical Image Computing, Healthcare Analysis, Financial Market Analysis, Robot Vision, Biometrics Security.

Potential Partial List of Topics for Students Interested in Working with me on Research

Note: I work closely with students on cutting edge research topics. Advising a small number of dedicated students on weekly basis each semester. High quality novel research work is expected. Reach out to me with your specific interest.

Image / Video

object and scene classification in image and video
tracking
drone video analysis
self driving car video analysis
real time video or image detection
generative AI - create new image/video concepts
text to image
image and video captioning
image segmentation
medical imaging analysis

Virtual robotics vision

autonomous vehicles, etc.
self driving car
drone

text

generative text
create an AI agent
text summarization
text classification
sentiment analysis
neural machine translation
question answering
sentence similarity

speech

speech to text
speech recognition
various applications

Numerical data

financial data
time series data - regression
other numerical data - classification, regression

other topics

multimodal machine learning
quantum machine learning
explainable AI, unsupervised learning
deep learning and computer vision application to AR/VR
evolutionary computing for model selection
propose a topic based on mutual interest