Research
Advancing the frontiers of Computer Vision and Deep Learning
Research Mission
Our lab is dedicated to pushing the boundaries of Computer Vision and Deep Learning. We focus on developing innovative algorithms and techniques that have real-world applications, particularly in the areas of big data systems, object detection, and artificial intelligence for agriculture.
Current Projects
Smart Farming Soybean: The use of AI to detect and estimate early insect infections in Soybean
Award: Illinois Soybean Center
Period: Aug 01, 2024 - July 30, 2025
Detecting Subacute Ruminal Acidosis Using Real-Time Deep Learning
Award: USDA-NIFA 2023-70001-40997
Period: Sep 1, 2023 - Aug 31, 2025
Sustainable Farming in Illinois: Developing Deep learning algorithms for classifying the Growth stages of Weed in Soybean Field
Award: Illinois Innovation Network
Period: May 01, 2023 - Dec 31, 2024
AI for Greener Livestock: Educational and Research
Award: USDA-NIFA 2022-70001-37404
Period: May 1, 2022 - Apr 30, 2024
Lab Equipment
FLIR GF77
High-performance thermal imaging camera for gas detection and industrial inspections.
- Uncooled thermal imaging
- High-resolution thermal sensor
- Ability to detect various gases
- Rugged design for industrial environments
DJI Mini 4 Pro
Compact yet powerful drone for aerial imaging and research applications.
- 4K/60fps video capability
- 1/1.3-inch CMOS sensor
- Omnidirectional obstacle sensing
- 34-minute flight time
- Lightweight design (＜249g)