Research Interests

Data Science, Big Data Analytics, and Machine Learning
Deep Learning on Big Datasets (Image/Video/Speech/NLP)
Computer Vision and Virtual Robotics Vision
Fusing Multiple Modalities (Video/Image/Text/Speech)
Artificial Intelligence
Data Mining
Biometrics Security

Select List of Research Domain

Policing, Robotics Vision, Surveillance, Defense, Medical Imaging, Healthcare Analytics, Financial Market Analysis, 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
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

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