Multi-scale ResNet Integrated with Attention Mechanism for Enhanced Wheat Freshness Diagnosis Based on Biophotonics [pdf]

With the growth of the global population and the development of the food industry, food security has become a priority for governments and international organizations worldwide.As one of the world's major food crops, wheat yield and quality are directly related to food safety and the stability of national economies.However, wheat freshness is influenced by various factors that affect its quality and nutritional value.These factors include harvest conditions, storage environment (temperature, humidity and ventilation), and duration of storage.Such factors can lead to biochemical and microbial changes in wheat, altering its color,

Authors

Publication Details

Journal
Acta Scientiarum Polonorum Technologia Alimentaria
Published
2024-12-27
DOI
https://doi.org/10.17306/j.afs.001288
Primary Topic
Advanced Chemical Sensor Technologies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-scale ResNet Integrated with Attention Mechanism for Enhanced Wheat Freshness Diagnosis Based on Biophotonics [pdf]

Liang Chen, Weiya Shi
Acta Scientiarum Polonorum Technologia Alimentaria
Advanced Chemical Sensor Technologies
article

Multi-scale ResNet Integrated with Attention Mechanism for Enhanced Wheat Freshness Diagnosis Based on Biophotonics [pdf]

Liang Chen, Weiya Shi
article en

Abstract

With the growth of the global population and the development of the food industry, food security has become a priority for governments and international organizations worldwide.As one of the world's major food crops, wheat yield and quality are directly related to food safety and the stability of national economies.However, wheat freshness is influenced by various factors that affect its quality and nutritional value.These factors include harvest conditions, storage environment (temperature, humidity and ventilation), and duration of storage.Such factors can lead to biochemical and microbial changes in wheat, altering its color,

Acta Scientiarum Polonorum Technologia Alimentaria
National Natural Science Foundation of China, Henan University of Technology, Henan University
Zero hunger
Openalex Percentile: Top 77%
Advanced Chemical Sensor Technologies
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.