Mary C. Brady

Publications

Interpolation-Based Gray-Level Co-Occurrence Matrix Computation for Texture Directionality Estimation

September 19, 2018

Author(s):

Antonio Cardone, Marcin Kociolek, Mary C. Brady, Peter Bajcsy

A novel interpolation-based model for the computation of the Gray Level Co-occurrence Matrix (GLCM) is presented. The model enables GLCM computation for any...

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

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

June 22, 2018

Author(s):

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

Sampling and augmentation methods have been widely used to generate sufficiently large numbers of representative training images for supervised segmentation...

Stitching Evaluation Methodology for Sparse Microscopy Images

June 05, 2018

Author(s):

Joe Chalfoun, Michael P. Majurski, Changming Sun, Ching-Wei Wang, 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, Sowon Joy 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...