RAPID IMAGE SEGMENTATION PIPELINE FOR SCANNING TRANSMISSION ELECTRON MICROSCOPY
Dossier Overview
Applicant
Northwestern University
Inventor
Ankit Agrawal; Alexandra Lauren Day; Carolin Barbara Wahl; Roberto Moreno Souza dos Reis; Alok Nidhi Choudhary; Chad A. Mirkin; Vinayak P. Dravid
IPC Classification
CPC Classification
A system to perform image processing and segmentation includes a memory configured to store an image of a nanoparticle. The system also includes a processor operatively coupled to the memory. The processor is configured to identify a background of the image, where the background includes one or more portions of the image that do not depict the nanoparticle. The processor removes the background from the image with a mask. The processor applies clustering to the image to identify regions of interest in the image. The processor also identifies acquisition boxes in each of the identified regions of interest.
Original (Chinese)
A system to perform image processing and segmentation includes a memory configured to store an image of a nanoparticle. The system also includes a processor operatively coupled to the memory. The processor is configured to identify a background of the image, where the background includes one or more portions of the image that do not depict the nanoparticle. The processor removes the background from the image with a mask. The processor applies clustering to the image to identify regions of interest in the image. The processor also identifies acquisition boxes in each of the identified regions of interest.
External Resources