Research on visual image processing based on YOLO algorithm

In the post-epidemic era, the manufacturing industry has undergone profound changes, and the importance of industrial machine vision technology has become increasingly prominent. In the face of many interferences and complex environments in industrial detection, extracting high-quality images is the focus and difficulty of research. This paper focuses on YOLO-based image processing technology, combined with deep learning<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">[1]</sup> to improve image feature extraction and defect detection, and improve the accuracy and efficiency of traditional Chinese medicine detection.

Authors

Institutions

Publication Details

Published
2025-04-25
DOI
https://doi.org/10.1109/dipca65051.2025.11042600
Citations
2
Primary Topic
Remote Sensing and Land Use
Type
article
Field-Weighted Citation Impact
2.60
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on visual image processing based on YOLO algorithm

Lin Mei, Lijuan Zou, Rui Gao, Ruyue Peng
2 citations
Remote Sensing and Land Use
2.60
article

Research on visual image processing based on YOLO algorithm

Lin Mei, Lijuan Zou, Rui Gao, Ruyue Peng
article en
2 citations

Abstract

In the post-epidemic era, the manufacturing industry has undergone profound changes, and the importance of industrial machine vision technology has become increasingly prominent. In the face of many interferences and complex environments in industrial detection, extracting high-quality images is the focus and difficulty of research. This paper focuses on YOLO-based image processing technology, combined with deep learning<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">[1]</sup> to improve image feature extraction and defect detection, and improve the accuracy and efficiency of traditional Chinese medicine detection.

Yangzhou Polytechnic Institute (CN)
Openalex Percentile: Top 11%
Remote Sensing and Land Use
2.60
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.