Peter Randolph Mouton

Title: Innovations of Peter Randolph Mouton

Introduction

Peter Randolph Mouton is a notable inventor based in St. Petersburg, FL (US). He has made significant contributions to the field of automated stereology, with a total of 8 patents to his name. His work focuses on enhancing the efficiency and accuracy of cell counting in microscopy images through innovative systems and methods.

Latest Patents

Mouton's latest patents include "Systems and methods for determining cell number count in automated stereology z-stack images" and "Systems and methods for automated stereology for determining tissue characteristics." The first patent discloses a semi-automatic approach for ground truth preparation in 3D stacks of microscopy images. This method generates more training data and utilizes a disector-based MIMO framework to analyze all planes of a 3D disector stack. This approach avoids costly computations associated with 3D deep learning methods and prevents stereological bias. The second patent outlines a method that includes capturing Z-stack images of a 3D object and performing various segmentation techniques to determine stereology parameters, such as the number of cells in a region.

Career Highlights

Mouton has worked with esteemed organizations, including the University of South Florida and Stereology Resource Center, Inc. His experience in these institutions has allowed him to develop and refine his innovative techniques in automated stereology.

Collaborations

Throughout his career, Mouton has collaborated with notable individuals such as Dmitry B Goldgof and Lawrence O Hall. These collaborations have contributed to the advancement of his research and the development of his patented technologies.

Conclusion

Peter Randolph Mouton is a distinguished inventor whose work in automated stereology has the potential to revolutionize cell counting methods in microscopy. His innovative patents and collaborations highlight his commitment to advancing scientific research and technology.