Image pre-processing system and method

TW202642374APending Publication Date: 2026-10-16LITE ON TECH CORP
View PDF 0 Cites 0 Cited by

Patent Information

Application Number
TW114141892
Authority / Receiving Office
TW · TW
Patent Type
Applications
Current Assignee / Owner
Priority Date
2025-08-27
Filing Date
2025-10-29
Publication Date
2026-10-16

Smart Images

  • Figure TWG2TA001080575_001
    Figure TWG2TA001080575_001
  • Figure TWG2TA001080575_002
    Figure TWG2TA001080575_002
  • Figure TWG2TA001080575_003
    Figure TWG2TA001080575_003
Patent Text Reader

Abstract

An image pre-processing system is provided for optimizing model performance across varying camera sources. The system includes a reference image-capturing device, a processing unit, and a storage unit storing instructions to train a machine learning model using a training dataset. The system obtains multiple validation datasets, analyzes relationships between image statistics and performance metrics, selects a subset of image statistics based on the analysis, and pre-processes target images from a target device using the selected statistics.
Need to check novelty before this filing date? Find Prior Art