公开(公告)号：US11055581B2

公开(公告)日：2021-07-06

申请号：US16339921

申请日：2017-10-06

Applicant: BAYLOR RESEARCH INSTITUTE

Inventor： Themistocles Dassopoulos ,  Nikolaos Bourbakis

IPC: G06K9/62 ,  G06K9/20 ,  G16H50/50 ,  G16H30/40 ,  G16H50/20 ,  G06F16/583 ,  G06N20/00 ,  G06N5/04 ,  G06T7/00 ,  G06T11/00 ,  A61B1/31

Abstract: Computational techniques are applied to video images of polyps to extract features and patterns from different perspectives of a polyp. The extracted features and patterns are synthesized using registration techniques to remove artifacts and noise, thereby generating improved images for the polyp. The generated images of each polyp can be used for training and testing purposes, where a machine learning system separates two types of polyps.

公开(公告)号：US11666286B2

公开(公告)日：2023-06-06

申请号：US17305105

申请日：2021-06-30

Applicant: BAYLOR RESEARCH INSTITUTE ,  WRIGHT STATE UNIVERSITY

Inventor： Themistocles Dassopoulos ,  Nikolaos Bourbakis

IPC: G06T7/00 ,  G06T11/00 ,  G06V10/141 ,  G06V10/143 ,  G06V10/82 ,  A61B5/00 ,  G16H50/50 ,  G16H50/20 ,  G16H30/40 ,  G06F16/583 ,  G06N20/00 ,  G06N5/04 ,  G06F18/243 ,  G06V10/42 ,  G06V10/764 ,  A61B1/31 ,  G06V10/10

CPC classification number: A61B5/7267 ,  G06F16/583 ,  G06F18/24317 ,  G06N5/04 ,  G06N20/00 ,  G06T7/0014 ,  G06T11/001 ,  G06V10/141 ,  G06V10/143 ,  G06V10/431 ,  G06V10/764 ,  G06V10/82 ,  G16H30/40 ,  G16H50/20 ,  G16H50/50 ,  A61B1/31 ,  G06T2207/30004 ,  G06V10/16 ,  G06V2201/032

Abstract: Computational techniques are applied to video images of polyps to extract features and patterns from different perspectives of a polyp. The extracted features and patterns are synthesized using registration techniques to remove artifacts and noise, thereby generating improved images for the polyp. The generated images of each polyp can be used for training and testing purposes, where a machine learning system separates two types of polyps.