Li Tang Email & Phone Number

Raleigh, North Carolina, United States

Computer Vision and Remote Sensing, 3D Reconstruction and Machine Learning

Nashua, New Hampshire

Feature extraction, target detection, classification and image segmentation for detection of breast cancer from 2D mammography and 3D tomosynthesis using machine learning and deep learning.

Medical image analysis algorithm development in Matlab and C/C++:o Application of state-of-the-art machine learning techniques in the field of 2D and 3D medical data;o 3D shape reconstruction of optic nerve head from noisy stereo image pairs;o Retinal lesion detection, segmentation, feature extraction, feature selection, classification and object recognition for computer aided diagnosis;o Surface segmentation from 3D volume data (optical coherence tomography) using sub-voxel accurate optimal graph search;o 3D optic nerve head shape phenotyping, automatic feature learning using deep neural networks for population structure analysis;o Two of the projects summarize above lead directly to patent (applications) for the University of Iowa.

• Landmine detection from 3D volume data in wideband ground penetrating radar system;• Ground bounce tracking for landmine detection using Kalman filter and particle filter.

Integrated Target Detection, Tracking, Classification, and Learning for Dual-band Infrared Imagery

3D Shape Reconstruction from Image Sequence Captured by a Hand-held Camera