Company Filing History:
Years Active: 2015-2016
Title: Albert Amos Montillo: Innovator in Image Segmentation Technologies
Introduction
Albert Amos Montillo is a notable inventor based in Niskayuna, NY (US). He has made significant contributions to the field of image segmentation, holding a total of 2 patents. His work focuses on developing advanced systems and methods that enhance the accuracy and efficiency of image analysis.
Latest Patents
Montillo's latest patents include "Systems and methods for image segmentation using target image intensity" and "Systems and methods for image segmentation using a deformable atlas." The first patent introduces a system that combines target image intensity into a maximum likelihood estimate (MLE) framework, known as iSTAPLE. This innovative approach allows for improved segmentation by leveraging both intensity-based methods and statistical label fusion based on atlas consensus. The MLE framework is solved using a modified expectation-maximization algorithm, which estimates the intensity profiles of structures of interest alongside the true segmentation and atlas performance level. The iSTAPLE method significantly broadens the applicability of atlases, allowing for target images that do not match the contrast and intensity range of the atlas images.
The second patent focuses on systems and methods for image segmentation using a deformable atlas. This method involves obtaining target images and propagated label probabilities, followed by segmenting the images using a cost function of a deformable atlas model. The process culminates in identifying segmented structures within the target images, enhancing the overall image analysis capabilities.
Career Highlights
Montillo is currently associated with General Electric Company, where he applies his expertise in image processing and segmentation technologies. His work has contributed to advancements in various applications, particularly in medical imaging and computer vision.
Collaborations
Throughout his career, Montillo has collaborated with esteemed colleagues, including Xiaofeng Liu and Ek Tsoon Tan. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.
Conclusion
Albert Amos Montillo stands out as a key figure in the realm of image segmentation, with his innovative patents paving the way for advancements in the field. His contributions continue to influence the development of more effective image analysis techniques.