Title:
METHOD, COMPUTER PROGRAM PRODUCT AND COMPUTER SYSTEM FOR IMPROVING OBJECT DETECTION WITHIN HIGH-RESOLUTION IMAGE
Document Type and Number:
Japanese Patent JP2022090633
Kind Code:
A
Abstract:
To provide a method, a computer program and a system for improving object detection within a high-resolution image in inference.SOLUTION: A method includes receiving a high-resolution image by one or a plurality of processors. The method further includes decomposing the received image into hierarchically organized layers of images by the one or the plurality of processors. The layers each include at least one image tile of the received image. Image tiles each have corresponding resolution matching base-line image recognition algorithm. The method further includes applying the base-line algorithm to the respective image tiles of the respective layers by the one or the plurality of processors. The method furthermore includes executing result aggregation of results of application of the base-line algorithm to the image tiles of the layers by the one or the plurality of processors.SELECTED DRAWING: Figure 1
Inventors:
FLORIAN MICHAEL SCHEIDEGGER
ADELMO CRISTIANO INNOCENZA MALOSSI
ADELMO CRISTIANO INNOCENZA MALOSSI
Application Number:
JP2021196674A
Publication Date:
June 17, 2022
Filing Date:
December 03, 2021
Export Citation:
Assignee:
INT BUSINESS MASCHINES CORPORATION
International Classes:
G06T7/00; G06T1/00; G06T3/40
Attorney, Agent or Firm:
Tadashi Taneichi
Patent Corporation MIP
Patent Corporation MIP