Projects

AID FOR VISUALLY IMPAIRED

Tags NEURAL NETS, SEGMENTATION, EYE

A set machine learning tools are being build by VIMS lab to help the visually impaired

OCT IMAGE ANALYSIS

Tags NEURAL NETS, SEGMENTATION, EYE

A deep learning based contour detection system for retinal layer segmentation

CEREBRAL PALSY DETECTION

Tags NEURAL NETS, CLASSIFICATION, HIPS

A deep learning approach for sea ice lead detection from visible and C-band images

VR ASSISTED SURGERY

Tags VR, 3D RECONSTRUCTION, PROSTATE

An application to visualize occluded organ boundaries not visible through laparoscope

Estimate Energy Expenditure

Tags Neural Nets, Object Detection, Joints

A deep learning based method to predict the activity, intensity, and caloric expenditure from video

Biomedical Document Analysis

Tags Neural Nets, Classification

A deep learning based approach to classify images in biomedical documents

EdgeTrak

Tags Tracking, Tongue

EdgeTrak tracks contours in sequences of black and white images

GGO tumor Detection

Tags Segmentation, Tumor

A system for GGO lung nodule segmentation using the Graph cut technique

FuzzyMatte

Tags Segmentation, Tumor

FuzzyMatte is a online interactive matting algorithm to generate high quality matte

Medical CT Image Database

Tags Database, Tumor

A medical database is built for CT images of lung GGO tumors in VIMS lab