Faculty

Institution

Unit

Venue

Xin Zhang

Assistant Professor

Mississippi State University

Affiliations

College of Agriculture and Life Sciences

Agricultural and Biological Engineering

Xin Zhang is currently serving as an Agricultural And Biological Engineering Assistant Professor at Mississippi State University.

Honors

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Experiences

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Education

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Xin Zhang

Mississippi State University

Assistant Professor

You can click a keyword to filter the displayed items

plant science precision agriculture computer science agricultural economics computer vision technology machine learning forestry agricultural sciences deep learning horticulture research genetics botany plant physiology remote sensing smart agriculture sustainable agriculture pattern recognition machine vision convolutional neural networks crop science agronomy livestock science avian biology horticultural science arboriculture wood harvesting apple trees mechanical harvesting pest science food science genome biology agricultural biotechnology vegetation science plant biology plant genetics crop yields agricultural engineering image segmentation object detection plant analysis depth features robotic harvesting branch detection regions-convolutional neural network electronics theoretical biology phytochemical analysis wood science feature detection applied genetics phytochemistry field evaluation agricultural cybernetics intermittently connected device large-scale simulations climate modelling optical remote sensing remote sensing sensor detection technique earth observation anaerobic digestion yield prediction multispectral imaging principal component analysis plant nutrition chromosome biology snap system dense-foliage fruiting-wall trees automated training trellis wires field images kiwifruit detection multi-class object detection dense-foliage tree architectures branch segmentation applied artificial intelligence systems engineering swarm intelligence artificial intelligence precision farming

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Application of Uav Multispectral Imaging to Monitor Soybean Growth With Yield Prediction Through Machine Learning. Agronomy (2024)

Sadia Alam ShammiYanbo HuangGary FengHaile TewoldeXin ZhangJohnie JenkinsMark Shankle

unmanned aerial vehiclessoybean growthvegetation sciencedata sciencelivestock sciencecrop sciencepest scienceremote sensingyield predictionplant sciencemachine learningsustainable agriculturemultispectral imagingagronomyprecision agricultureagribusinessagricultural sciencesastronomyuav multispectral imagingagricultural economics

Early-Season Maize Responses to Salt Stress: Morpho-Physiological, Leaf Reflectance, and Mineral Composition. Journal of Agriculture and Food Research (2024)

Ranadheer Reddy VennamRaju BheemanahalliK. Raja ReddyJagmandeep DhillonXin ZhangArdeshir Adeli

soilplant physiologyagricultural policycrop sciencefood researchcrop physiologyplant sciencebotanyearly-season maize responsessustainable agricultureagricultural biotechnologybiologyleaf reflectanceprecision agriculturemineral compositionagribusinessgeneticsagricultural sciencescrop yieldscrop ecologyagricultural economics

Non-Destructive Assessment of Microbial Spoilage of Broiler Breast Meat Using Structured Illumination Reflectance Imaging With Machine Learning. Food Analytical Methods (2024)

Ebenezer O. OlaniyiYuzhen LuXin ZhangAnuraj T. SukumaranHudson T. ThamesDiksha Pokhrel

broiler breast meatnon-destructive assessmentmeat sciencemicrobial spoilagepoultry sciencefood analysisimage analysisfood sciencefood microbiologymicrobiology

Recognition of Catfish Fillets Using Computer Vision Toward Automated Singulation. Journal of Food Process Engineering (2024)

Tianqi YaoYi JingYuzhen LuWenbo LiuJiaqi LyuXin ZhangSam Chang

catfish filletscomputer visionfood engineeringcomputer sciencefood processing

Automating Catfish Cutting Process Using Deep Learning-Based Semantic Segmentation. (2023)

Thevathayarajh ThayananthanXin ZhangWenbo LiuTianqi YaoYanbo HuangNuwan K. WijewardaneYuzhen Lu

systems engineeringmachine learningfish biologyimage segmentationaccuracy and precisiondeep learningwater technology innovationpattern recognitionwater technologycomputer scienceengineering

Comparison of Uv, Visible and Near-Infrared, and Mid-Infrared Spectrometers to Estimate Maize and Sorghum Leaf Nutrients Using Dry-Intact and Ground Leaves. Computers and Electronics in Agriculture (2023)

F.H.C.A. SilvaNuwan K. WijewardaneRaju BheemanahalliK. Raja ReddyXin ZhangRanadheer Reddy Vennam

environmental sciencefood scienceecologycrop scienceremote sensingspectroscopyground leaveshorticulture researchplant sciencesustainable agriculturesorghum leaf nutrientsagronomyprecision agricultureagricultural economicsagribusinessagricultural sciencescrop yieldsplant nutritionnutritionplant analysis

Development of a Singulation System for Handling Catfish Fillets. The International Journal of Advanced Manufacturing Technology (2023)

Yi JingWenbo LiuYuzhen LuJiaqi LyuXiaoran YangDi WuXin Zhang

technologymanufacturing technologycatfish filletsadvanced manufacturingsingulation systemadvanced manufacturing technologiesmanufacturingmanufacturing engineeringengineering

Early Almond Yield Forecasting by Bloom Mapping Using Aerial Imagery and Deep Learning. Computers and Electronics in Agriculture (2023)

Momtanu ChakrabortyAlireza PourrezaXin ZhangHamid JafarbigluKenneth A. ShackelTheodore DeJong

forestryenvironmental scienceaerial imagerydeep learningcrop sciencepest scienceremote sensinghorticulture researchplant sciencebotanyhorticultural sciencesustainable agricultureagronomyprecision agriculturealmond yield forecastinggeneticsagricultural sciencesbloom mappingcrop yieldssmart agricultureagricultural economics

Effects of Dha on Cognitive Dysfunction in Aging and Alzheimer's Disease: The Mediating Roles of Apoe. Progress in Lipid Research (2023)

Xin ZhangTian YuanXuhui ChenXuebo LiuJun HuZhigang Liu

cognitive dysfunctionexecutive functionageinglipid sciencelipidsgeriatric medicinegeneticsdementianeuroscience of aginggeriatricsalzheimer's diseaseneurosciencehealth sciences

Estimating Depth From Rgb Images Using Deep-Learning for Robotic Applications in Apple Orchards. Smart Agricultural Technology (2023)

L.G. DivyanthDivya RathorePiranav SenthilkumarPrakhar PatidarXin ZhangManoj KarkeeRajendra MachavaramPeeyush Soni

technologyapple orchards3d object recognitionlivestock sciencerobotic applicationsremote sensingimage analysisagricultural engineeringhorticulture researchcomputer visionroboticsmachine visionpattern recognitionprecision agriculture3d visionagricultural sciencesproduction researchsmart agriculturecomputer sciencergb imagesagricultural economics

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Xin Zhang

Assistant Professor

Mississippi State University

Affiliations

College of Agriculture and Life Sciences

Agricultural and Biological Engineering

Xin Zhang is currently serving as an Agricultural And Biological Engineering Assistant Professor at Mississippi State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Xin Zhang

Mississippi State University

Assistant Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Application of Uav Multispectral Imaging to Monitor Soybean Growth With Yield Prediction Through Machine Learning. Agronomy (2024)

Sadia Alam ShammiYanbo HuangGary FengHaile TewoldeXin ZhangJohnie JenkinsMark Shankle

Early-Season Maize Responses to Salt Stress: Morpho-Physiological, Leaf Reflectance, and Mineral Composition. Journal of Agriculture and Food Research (2024)

Ranadheer Reddy VennamRaju BheemanahalliK. Raja ReddyJagmandeep DhillonXin ZhangArdeshir Adeli

Non-Destructive Assessment of Microbial Spoilage of Broiler Breast Meat Using Structured Illumination Reflectance Imaging With Machine Learning. Food Analytical Methods (2024)

Ebenezer O. OlaniyiYuzhen LuXin ZhangAnuraj T. SukumaranHudson T. ThamesDiksha Pokhrel

broiler breast meatnon-destructive assessmentmeat sciencemicrobial spoilagepoultry sciencefood analysisimage analysisfood sciencefood microbiologymicrobiology

Recognition of Catfish Fillets Using Computer Vision Toward Automated Singulation. Journal of Food Process Engineering (2024)

Tianqi YaoYi JingYuzhen LuWenbo LiuJiaqi LyuXin ZhangSam Chang

catfish filletscomputer visionfood engineeringcomputer sciencefood processing

Automating Catfish Cutting Process Using Deep Learning-Based Semantic Segmentation. (2023)

Thevathayarajh ThayananthanXin ZhangWenbo LiuTianqi YaoYanbo HuangNuwan K. WijewardaneYuzhen Lu

systems engineeringmachine learningfish biologyimage segmentationaccuracy and precisiondeep learningwater technology innovationpattern recognitionwater technologycomputer scienceengineering

F.H.C.A. SilvaNuwan K. WijewardaneRaju BheemanahalliK. Raja ReddyXin ZhangRanadheer Reddy Vennam

Development of a Singulation System for Handling Catfish Fillets. The International Journal of Advanced Manufacturing Technology (2023)

Yi JingWenbo LiuYuzhen LuJiaqi LyuXiaoran YangDi WuXin Zhang

technologymanufacturing technologycatfish filletsadvanced manufacturingsingulation systemadvanced manufacturing technologiesmanufacturingmanufacturing engineeringengineering

Early Almond Yield Forecasting by Bloom Mapping Using Aerial Imagery and Deep Learning. Computers and Electronics in Agriculture (2023)

Momtanu ChakrabortyAlireza PourrezaXin ZhangHamid JafarbigluKenneth A. ShackelTheodore DeJong

Effects of Dha on Cognitive Dysfunction in Aging and Alzheimer's Disease: The Mediating Roles of Apoe. Progress in Lipid Research (2023)

Xin ZhangTian YuanXuhui ChenXuebo LiuJun HuZhigang Liu

cognitive dysfunctionexecutive functionageinglipid sciencelipidsgeriatric medicinegeneticsdementianeuroscience of aginggeriatricsalzheimer's diseaseneurosciencehealth sciences

Estimating Depth From Rgb Images Using Deep-Learning for Robotic Applications in Apple Orchards. Smart Agricultural Technology (2023)

L.G. DivyanthDivya RathorePiranav SenthilkumarPrakhar PatidarXin ZhangManoj KarkeeRajendra MachavaramPeeyush Soni

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