59 citations · 71 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
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…
Conditional Entropy as a Supervised Primitive Segmentation Loss Function
Sundaresh Ram, Mert R. Sabuncu
Supervised image segmentation assigns image voxels to a set of labels, as defined by a specific labeling protocol. In this paper, we decompose segmentation into two steps. The firs…
Joint Cell Nuclei Detection and Segmentation in Microscopy Images Using 3D Convolutional Networks
Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand +1
We propose a 3D convolutional neural network to simultaneously segment and detect cell nuclei in confocal microscopy images. Mirroring the co-dependency of these tasks, our propose…