Computer Vision and Artificial Intelligence

We provide smart solutions for image and video related data analysis and understanding via techniques of computer vision and artificial intelligence.

These technologies contribute to a wide array of applications in the manufacturing, robot control, video surveillance, material science, medical image analysis, etc.

• Automated classification of steel microstructure for steel heat treatment operations.
• Machine vision for quality control in production: detect the interested objects or defects and control a robot arm to pick up it accurately and efficiently.

 

Detect, track and classify the large-scale objects in the microscopic image sequence of 3D material samples, which helps material scientists to analyze the material properties. (Supported by Air Force Research Lab)

• Reduced the data collection and analysis time from several weeks to several days in AFRL. Reduced human labor cost greatly in AFRL.

Robot arm control with machine vision. (Supported by Ohio Department of Higher Education)

• Controlled functional reaching with eye and head movements of people with high cervical spinal cord injuries.