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ARS Home » Research » Manuscripts by Strategic Topical Areas
Screening Technologies
item Enhancing poultry food safety: Advanced detection of visible and invisible fecal contamination on chicken carcasses using multispectral fluorescence imaging and machine learning to mitigate Salmonella risks (Sep 2025)
item Hyperspectral imaging Vis-NIR and SWIR fusion for improved drought-stress identification of strawberry plants (Jun 2025)
item Deep learning approaches for bruised mandarin orange classification via fluorescence hyperspectral imaging (Jun 2025)
item Enhancing bee mite detection with YOLO: the role of data augmentation and stratified sampling (Jun 2025)
item GLOW-DL: Generalized light-optimized workflow with deep learning for contamination detection using fluorescence imaging in variable conditions (May 2025)
item Characteristics of foot-and-mouth disease (FMD) vaccine-induced abscesses in pork meat and verification of detectability using hyperspectral imaging technique (Apr 2025)
item Evaluating ripeness in post-harvest stored kiwifruit using VIS-NIR hyperspectral imaging (Mar 2025)
item Non-destructive identification of microplastics in soil using spectroscopy and hyperspectral imaging (Feb 2025)
item Supervised hyperspectral band selection using texture features for classification of citrus leaf diseases with YOLOv8 (Feb 2025)
item A multilevel cooperative attention network of precise quantitative analysis for predicting ractopamine concentration via adaptive weighted feature selection and multichannel feature fusion (Feb 2025)
item Nondestructive intelligent detection of total viable count in pork based on miniaturized spectral sensor (Dec 2024)
item Tailored Au@Ag NPs for rapid ractopamine detection in pork: optimizing size for enhanced SERS signals (Nov 2024)
item Selecting hyperspectral bands and extracting features with a custom shallow convolutional neural network to classify citrus peel defects (Nov 2024)
item Advance in detection technique of lean meat powder residues in meat using SERS: a review (Nov 2024)
item Rapid and noncontact identification of soybean flour in edible insect using NIR spectral imager: A case study in Protaetia brevitarsis seulensis powder (Nov 2024)
item Nondestructive measurement of internal potato defects using visible and near-infrared spectral analysis (Nov 2024)
item Investigating the detection of peanuts in chopped nut products using hyperspectral imaging systems (Oct 2024)
item Detection of citrus black spot fungi Phyllosticta citricarpa and Phyllosticta capitalensis on UV-C fluorescence images using YOLOv8 (Oct 2024)
item Classification of citrus leaf diseases using hyperspectral reflectance and fluorescence imaging and machine learning techniques (Oct 2024)
item Classifying adaxial and abaxial sides of diseased citrus leaves with selected hyperspectral bands and YOLOv8 (Oct 2024)
item Recent methods for evaluating crop qater stress using AI techniques: A review (Sep 2024)
item Hyperspectral imaging system for pre- and post-harvest defect detection in paprika fruit (Aug 2024)
item IR and Raman dual modality markers differentiate among three bis-phenols: BPA, BPS and BPF (Jul 2024)
item Dual imaging technique for a real-time inspection system of foreign object detection in fresh-cut vegetables (Jul 2024)
item Deep learning algorithm development for early detection of Botrytis cinerea infected strawberry fruit using hyperspectral fluorescence imaging (May 2024)
item Prediction of soluble-solid content in citrus fruit using visible–near infrared hyperspectral imaging based on machine learning and effective-wavelength selection algorithm (Feb 2024)
item Automated classification of citrus disease on fruits and leaves using convolutional neural network (CNN) generated features from hyperspectral images and machine learning classifiers (Feb 2024)
item Detection of aflatoxins in ground maize using a compact and automated Raman spectroscopy with machine learning (Nov 2023)
item A novel machine learning framework based on a hierarchy of dispute models for the identification of fish species using multi-mode spectroscopy (Nov 2023)
item Deep learning-based plant organ segmentation and phenotyping of sorghum plants using LiDAR point cloud (Sep 2023)
item Federated learning for clients' data privacy assurance in food service industry (Aug 2023)
item Advancement of non-destructive spectral measurements for the quality of major tropical fruits and vegetables: a review (Aug 2023)
item Classification of E. coli colony with generative adversarial networks, discrete wavelet transforms and VGG19 (Jul 2023)
item Proteins and lipids content estimation in soybeans using Raman hyperspectral imaging (Jul 2023)
item Hyperspectral imaging techniques for rapid detection of single- and co-contaminant aflatoxins and fumonisins in ground maize (Jul 2023)
item A multimodal optical sensing system for automated and intelligent food safety inspection (Jul 2023)
item A hyperspectral plant health monitoring system for space crop production (Jul 2023)
item Proximate content monitoring of black soldier fly larval (Hermetia illucens) dry matter for feed material using short-wave infrared hyperspectral imaging (Jul 2023)
item Hyperspectral imaging techniques for detection of foreign materials from fresh-Cut vegetables (Jul 2023)
item A determination method for clenbuterol residue in pork based on optimal particle size gold colloid using SERS (Jul 2023)
item Rapid assessment of fish freshness for multiple supply-chain nodes using multi-mode spectroscopy and fusion-based artificial intelligence (May 2023)
item Raman spectroscopy and imaging technology (May 2023)
item Optical parameters inversion of tissue using spatially resolved diffuse reflection imaging combined with LSTM-attention network (Mar 2023)
item Evaluating performance of SORS-based subsurface signal separation methods using statistical replication Monte Carlo simulation (Feb 2023)
item Packaged butter adulteration evaluation based on spatially offset Raman spectroscopy coupled with FastICA (Jan 2023)
item Remote sensing in field crop monitoring: A comprehensive review of sensor systems, data analyses and recent advances (Jan 2023)
item Fluorescence hyperspectral imaging for early diagnosis of heat-stressed ginseng plants (Dec 2022)
item Raman enhancement effects of gold nanoparticles with different particle sizes on clenbuterol and ractopamine (Dec 2022)
item Citrus disease detection using convolution neural network generated features and softmax classifier on hyperspectral image data (Dec 2022)
item Deep learning and multiwavelength fluorescence imaging for cleanliness assessment and disinfection in food services (Sep 2022)
item Raman enhancement effect of different silver nanoparticles on salbutamol (Sep 2022)
item Unique and redundant spectral fingerprints of docosahexaenoic, alpha-linolenic and gamma-linolenic acids in binary mixtures (Apr 2022)
item A rapid and precise spectroscopic method for detecting fipronil insecticide on solid surfaces (Apr 2022)
item Detection of fabricated eggs using Fourier Transform Infrared (FT- IR) spectroscopy coupled with multivariate classification techniques (Apr 2022)
item Comparative determination of phenolic compounds in Ara-bidopsis Thaliana leaf powder under distinct stress conditions using Fourier-Transform Infrared (FT-IR) and Near-Infrared (FT-NIR) Spectroscopy (Mar 2022)
item A packaged food internal Raman signal separation method based on spatially offset Raman spectroscopy combined with FastICA (Mar 2022)
item Multispectral wavebands selection for the detection of potential foreign materials in fresh-cut vegetables (Feb 2022)
item Estimation of cold stress, plant age, and number of leaves in watermelon plants using image analysis (Feb 2022)
item Combining deep learning and fluorescence imaging to automatically identify fecal contamination on meat carcasses (Feb 2022)
item Estimation of cyanobacteria pigments in the main rivers of South Korea using spatial attention convolutional neural network with hyperspectral imagery (Feb 2022)
item Nondestructive prediction of isoflavones and oligosaccharides in intact soybean seed using Fourier transform near-infrared (FT-NIR) and Fourier transform infrared (FT-IR) spectroscopic techniques (Jan 2022)
item Application of Fourier transform infrared spectroscopy and multivariate analysis methods for the non-destructive evaluation of phenolics compounds in moringa powder (Dec 2021)
item Economic analysis of an image-based beef carcass yield estimation system in Korea (Dec 2021)
item Handheld multispectral fluorescence imaging system to detect and disinfect surface contamination (Oct 2021)