59 citations · 103 across the 8 of their papers we have counts for
8 papers
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network
Sundaresh Ram, Wenfei Tang, Alexander J. Bell +7
Early detection of lung cancer is critical for improvement of patient survival. To address the clinical need for efficacious treatments, genetically engineered mouse models (GEMM)…
Robust Segmentation of Cell Nuclei in 3-D Microscopy Images
Sundaresh Ram, Jeffrey J. Rodriguez
Accurate segmentation of 3-D cell nuclei in microscopy images is essential for the study of nuclear organization, gene expression, and cell morphodynamics. Current image segmentati…
Object sieving and morphological closing to reduce false detections in wide-area aerial imagery
Xin Gao, Sundaresh Ram, Jeffrey J. Rodriguez
For object detection in wide-area aerial imagery, post-processing is usually needed to reduce false detections. We propose a two-stage post-processing scheme which comprises an are…
Spatio-Temporal Processing for Automatic Vehicle Detection in Wide-Area Aerial Video
Xin Gao, Jeno Szep, Pratik Satam +3
Vehicle detection in aerial videos often requires post-processing to eliminate false detections. This paper presents a spatio-temporal processing scheme to improve automatic vehicl…
Drive-Net: Convolutional Network for Driver Distraction Detection
Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill +1
To help prevent motor vehicle accidents, there has been significant interest in finding an automated method to recognize signs of driver distraction, such as talking to passengers,…
Deep learning classification of chest x-ray images
Mohammad S. Majdi, Khalil N. Salman, Michael F. Morris +2
We propose a deep learning based method for classification of commonly occurring pathologies in chest X-ray images. The vast number of publicly available chest X-ray images provide…
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks
Mohammad S Majdi, Mahesh B Keerthivasan, Brian K Rutt +3
A cascaded multi-planar scheme with a modified residual U-Net architecture was used to segment thalamic nuclei on conventional and white-matter-nulled (WMn) magnetization prepared…
A Conditional Random Field Model for Context Aware Cloud Detection in Sky Images
Vijai T. Jayadevan, Jeffrey J. Rodriguez, Alexander D. Cronin
A conditional random field (CRF) model for cloud detection in ground based sky images is presented. We show that very high cloud detection accuracy can be achieved by combining a d…