Joe Chalfoun

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

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

Large Field of View Quantitative Phase Imaging of Induced Pluripotent Stem Cells and Optical Pathlength Reference Materials

February 23, 2018

Author(s):

Edward J. Kwee, Alexander W. Peterson, Jeffrey R. Stinson, Michael W. Halter, Liya Yu, Michael P. Majurski, Joe Chalfoun, Peter Bajcsy, John T. Elliott

Induced pluripotent stem cells (iPSCs) are reprogrammed cells that can have heterogeneous biological potential. Quality assurance metrics of reprogrammed iPSCs...

Web Microanalysis of Big Image Data

February 01, 2018

Author(s):

Peter Bajcsy, Joe Chalfoun, Mylene H. Simon

This book looks at the increasing interest in running microscopy processing algorithms on big image data by presenting the theoretical and architectural...