Faculty

Institution

Unit

Venue

Vidya Manian

University of Puerto Rico--Mayaguez

Affiliations

Biomedical Engineering

Center For Energy And Environment Research

College of Engineering

Uprm College Of Engineering

Department Of Electrical And Computer Energy Departament

Uprm College Of Engineering

Department Of Electrical And Computer Engineering

Department Of Electrical Engineering

University of Puerto Rico--Mayaguez

NoneVidya Manian is currently serving as a Biomedical Engineering faculty at University of Puerto Rico--Mayaguez.

Honors

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Experiences

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Education

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Vidya Manian

University of Puerto Rico--Mayaguez

You can click a keyword to filter the displayed items

image analysis digital image processing hyperspectral imaging image representation data science neuroscience applied mathematics pattern recognition deep learning machine vision computational imaging texture analysis remote sensing machine learning image classification spectral imaging eeg signal processing neuroimaging digital earth hyperspectral images geography ecological indicator neuroinformatics image segmentation computational neuroscience computational intelligence synthetic aperture radar braincomputer interface optical remote sensing radar image processing hyperspectral image classification information fusion avian biology machine learning research feature detection cognitive electrophysiology land cover nonlinear dimensionality reduction multispectral imaging plant science mammalian biology data classification semi-supervised learning unified classification neurophysiological biomarkers brain function plant genetics biological networks land cover map feature extraction spaceflight microgravity spectral unmixing arabidopsis thaliana object segmentation texture classification geophysical research geoscientific model development multimedia retrieval physiological measurements geophysical signal processing spatial filtering automatic classification classification method identity-based security energy prediction hidden markov model photovoltaic power station spatial preprocessing logical operators hyperspectral image labeling classification using automatic person authentication night temperatures high day deep learning framework brain computer interface

Notable Scholarly Works

Notable Federal Grants

Collaborators

Comparative Analysis of Diffusion Models for Jet Image Generation in High-Energy Physics. IEEE Access (2026)

numerical simulationsphysicsdiffusion-based modelingengineeringjet image generationscientific computingfluid dynamicsdiffusiondiffusion modelsdiffusion processcomparative analysis

B -Jet Tagging Using a Hybrid Edge Convolution and Transformer Architecture. Journal of Instrumentation (2026)

computational sciencedeep learningcomputer sciencedata scienceimage analysishybrid edge convolutiontransformer architectureneural network (machine learning)image representation

An Elliptic Kernel Unsupervised Autoencoder—Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2025)

elliptic kerneldeep learningcomputer sciencehyperspectral imagingmachine learningautoencodersgraph theorygraph neural networksdata sciencegraph signal processingmachine learning researchapplied mathematicsneural network (machine learning)hyperspectral unmixing

Early Parkinson’s Disease Prediction Using Rs-Fmri Functional Connectivity and Autoencoder Graph Convolutional Network. IEEE Access (2025)

neurologyparkinson's diseaseneuroimagingneurosciencebrain mappingconnectomicsneuroimaging biomarkersearly parkinson ’neural network (machine learning)neuroimaging modalitybiomedical informatics

Jet Image Generation in High Energy Physics Using Diffusion Models. ArXiv.org (2025)

numerical simulationsphysicscomputational imagingjet image generationfluid dynamicsdiffusionaerospace engineering

Jet Image Tagging Using Deep Learning: An Ensemble Model. Journal of Instrumentation (2025)

deep learningfeature learningmachine learningautomatic annotationdata sciencecomputer visionimage analysismachine visionjet imageimage representationimage classification

PDPNET: A Parkinson's Disease Prediction Network Using a Functional Connectivity Based Deep Neural Network Model. (2025)

neuroinformaticsneurologydeep learningcomputational intelligencefunctional connectivitydisease prediction networkparkinson's diseaseneuronal networksneuroimagingneuroscienceneuroimaging biomarkersneural network (machine learning)biomedical informatics

Supervised Spatially Spectrally Coherent Local Linear Embedding—Wasserstein Graph Convolutional Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing (2025)

deep learninghyperspectral imagingdata scienceimage analysisspectral imaginghyperspectral image classificationimage representation

A Multicategory Jet Image Classification Framework Using Deep Neural Network. arXiv (Cornell University) (2024)

deep learningdeep neural networkdata sciencecomputer visionimage analysisconvolutional neural networksneural network (machine learning)image representationimage classification

Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events. Sensors (2024)

intelligent systemsoptical image recognitionclassifying imagespattern recognitiondigital image processingartificial intelligence approachastronomydata scienceimage analysistransient imagingatmospheric measurement techniquelightingplanetary sciences

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Vidya Manian

University of Puerto Rico--Mayaguez

Affiliations

Biomedical Engineering

Center For Energy And Environment Research

College of Engineering

Uprm College Of Engineering

Department Of Electrical And Computer Energy Departament

Uprm College Of Engineering

Department Of Electrical And Computer Engineering

Department Of Electrical Engineering

University of Puerto Rico--Mayaguez

NoneVidya Manian is currently serving as a Biomedical Engineering faculty at University of Puerto Rico--Mayaguez.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Vidya Manian

University of Puerto Rico--Mayaguez

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Comparative Analysis of Diffusion Models for Jet Image Generation in High-Energy Physics. IEEE Access (2026)

numerical simulationsphysicsdiffusion-based modelingengineeringjet image generationscientific computingfluid dynamicsdiffusiondiffusion modelsdiffusion processcomparative analysis

B -Jet Tagging Using a Hybrid Edge Convolution and Transformer Architecture. Journal of Instrumentation (2026)

computational sciencedeep learningcomputer sciencedata scienceimage analysishybrid edge convolutiontransformer architectureneural network (machine learning)image representation

Early Parkinson’s Disease Prediction Using Rs-Fmri Functional Connectivity and Autoencoder Graph Convolutional Network. IEEE Access (2025)

neurologyparkinson's diseaseneuroimagingneurosciencebrain mappingconnectomicsneuroimaging biomarkersearly parkinson ’neural network (machine learning)neuroimaging modalitybiomedical informatics

Jet Image Generation in High Energy Physics Using Diffusion Models. ArXiv.org (2025)

numerical simulationsphysicscomputational imagingjet image generationfluid dynamicsdiffusionaerospace engineering

Jet Image Tagging Using Deep Learning: An Ensemble Model. Journal of Instrumentation (2025)

deep learningfeature learningmachine learningautomatic annotationdata sciencecomputer visionimage analysismachine visionjet imageimage representationimage classification

PDPNET: A Parkinson's Disease Prediction Network Using a Functional Connectivity Based Deep Neural Network Model. (2025)

deep learninghyperspectral imagingdata scienceimage analysisspectral imaginghyperspectral image classificationimage representation

A Multicategory Jet Image Classification Framework Using Deep Neural Network. arXiv (Cornell University) (2024)

deep learningdeep neural networkdata sciencecomputer visionimage analysisconvolutional neural networksneural network (machine learning)image representationimage classification

Artificial Intelligence Approach for Classifying Images of Upper-Atmospheric Transient Luminous Events. Sensors (2024)

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10 / page