Mary C. Brady

Publications

Impact of Sampling and Augmentation on Generalization Accuracy of Microscopy Image Segmentation Methods

June 22, 2018

Author(s):

Michael P. Majurski, Petru S. Manescu, Joe Chalfoun, Peter Bajcsy, Mary C. Brady

Modeling, Validation and Verification of Three-Dimensional Cell-Scaffold Contacts from Terabyte- sized Images

December 01, 2017

Author(s):

Peter Bajcsy, Soweon Yoon, Stephen Florczyk, Nathan Hotaling, Mylene H. Simon, Piotr Szczypinski, Nicholas J. Schaub, Carl G. Simon Jr., Mary C. Brady, Ram D. Sriram

Background: Cell-scaffold contact measurements are derived from pairs of co-registered volumetric fluorescent confocal laser scanning microscopy (CLSM) images...

MIST: Accurate and Scalable Microscopy Image Stitching Method with Stage Modeling and Error Minimization

July 10, 2017

Author(s):

Joe Chalfoun, Michael P. Majurski, Timothy J. Blattner, Walid Keyrouz, Peter Bajcsy, Mary C. Brady

A Hybrid Task Graph Scheduler for High Performance Image Processing Workflows

June 22, 2017

Author(s):

Timothy J. Blattner, Walid Keyrouz, Mary C. Brady, Shuvra S. Bhattacharyya, Milton Halem

Designing applications for scalability is key to improving their performance in hybrid and cluster computing. Scheduling code to utilize parallelism is...

Accurate and Interpretable Classification of Microspectroscopy Pixels Using Artificial Neural Networks

January 06, 2017

Author(s):

Petru S. Manescu, Young J. Lee, Charles H. Camp, Marcus T. Cicerone, Mary C. Brady, Peter Bajcsy

This paper addresses the problem of classifying materials from microspectroscopical images at each pixel. The challenges lie in identifying discriminatory...