Shan Suthaharan

Shan Suthaharan

University of North Carolina at Greensboro

H-index: 20

North America-United States

About Shan Suthaharan

Shan Suthaharan, With an exceptional h-index of 20 and a recent h-index of 13 (since 2020), a distinguished researcher at University of North Carolina at Greensboro, specializes in the field of Data Science, Big Data Analytics and Machine Learning, Deep Learning, Computer Vision, Bayesian Inference and Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Microsaccade Segmentation using Directional Variance Analysis and Artificial Neural Networks

Fall Detection using Machine Learning Techniques and Frequency-Driven Riemannian Manifolds

Modeling and simulation of a Tamil language encoder for advanced encryption technologies

A frequency-driven deep learning technique for bird segmentation and detection from RGB video

LDEB--Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues

nEGXAI: a negation-based explainable AI through feature learning in Fourier domain

Multimodal Ophthalmic Image Registration: A Generalizable Framework Based on Image Synthesis using Cycle Generative Adversarial Networks

Harnessing the feature vectors of VGG-16 for birds detection under geometric distortions and brightness

Shan Suthaharan Information

University

Position

The

Citations(all)

3300

Citations(since 2020)

2112

Cited By

1699

hIndex(all)

20

hIndex(since 2020)

13

i10Index(all)

37

i10Index(since 2020)

17

Email

University Profile Page

University of North Carolina at Greensboro

Google Scholar

View Google Scholar Profile

Shan Suthaharan Skills & Research Interests

Data Science

Big Data Analytics and Machine Learning

Deep Learning

Computer Vision

Bayesian Inference and Optimization

Top articles of Shan Suthaharan

Title

Journal

Author(s)

Publication Date

Microsaccade Segmentation using Directional Variance Analysis and Artificial Neural Networks

Shan Suthaharan

Lee Daniel MW

Min Zhang

Ethan A Rossi

2023/8/4

Fall Detection using Machine Learning Techniques and Frequency-Driven Riemannian Manifolds

Shan Suthaharan

2023/12/15

Modeling and simulation of a Tamil language encoder for advanced encryption technologies

Patterns

Shan Suthaharan

2023/7/14

A frequency-driven deep learning technique for bird segmentation and detection from RGB video

Shan Suthaharan

2023/10/4

LDEB--Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues

arXiv preprint arXiv:2306.02193

Amitabha Dey

Shan Suthaharan

2023/6/3

nEGXAI: a negation-based explainable AI through feature learning in Fourier domain

Shan Suthaharan

2023/9/28

Multimodal Ophthalmic Image Registration: A Generalizable Framework Based on Image Synthesis using Cycle Generative Adversarial Networks

Investigative Ophthalmology & Visual Science

Sandeep Chandra Bollepalli

Adarsh Gadari

Raveena Arasikere

Aditi Darandale

Shan Suthaharan

...

2023/6/1

Harnessing the feature vectors of VGG-16 for birds detection under geometric distortions and brightness

Shan Suthaharan

2023/9/25

Robust Retinal Layer Segmentation Using OCT B-Scans: A Novel Approach Based on Pix2Pix Generative Adversarial Network

Adarsh Gadari

Sandeep Chandra Bollepalli

Mohammed Nasar Ibrahim

Sahel Jose´-Alian

Jay Chhablani

...

2023/9/3

Quantum aliasing: a negative influence of data scarcity on quantum machine learning

Shan Suthaharan

2022/5/31

Scientific Tamil Lexicon: The Revelation of Cryptographic Connection Between Tamil Language and Galois Field

Preprint

Shan Suthaharan

2022/1/16

Frequency-based Hilbert emotional feature space for emotion detection using machine learning

Raveena Arasikere Rakesh

Shan Suthaharan

2022/12/16

Automated choroid layer segmentation based on wide-field ss-oct images using deep residual encoder-decoder architecture

Investigative Ophthalmology & Visual Science

Kiran Kumar Vupparaboina

Amrish Selvam

Shan Suthaharan

Mohammed Nasar Ibrahim

Soumya Jana

...

2021/6/21

An automated choroid segmentation approach using transfer learning and encoder-decoder networks

Investigative Ophthalmology & Visual Science

Shan Suthaharan

Gunjan Chhablani

Kiran Kumar Vupparaboina

Jose-Alain Sahel

Kunal K Dansingani

...

2021/6/21

Facial Emotion Characterization and Detection Using Fourier Transform and Machine Learning

arXiv preprint arXiv:2112.02729

Aishwarya Gouru

Shan Suthaharan

2021/12/6

En-face analysis of short posterior ciliary arteries crossing the sclera to choroid using wide-field swept-source optical coherence tomography

Scientific Reports

R Lejoyeux

R Atia

KK Vupparaboina

MN Ibrahim

S Suthaharan

...

2021/4/22

Urban expansion modeling using an enhanced decision tree algorithm

GeoInformatica

Firoozeh Karimi

Selima Sultana

Ali Shirzadi Babakan

Shan Suthaharan

2021/10

Topographic Analysis of Short Posterior Ciliary Arteries Using Wide-Field Swept-Source En-Face Optical Coherence Tomography

Raphael Lejoyeux

Raphael Atia

Kiran Vupparaboina

Mohamed Ibrahim

Jose-Alain Sahel

...

2021/1/26

NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques

arXiv preprint arXiv:2102.12254

Gunjan Chhablani

Abheesht Sharma

Harshit Pandey

Yash Bhartia

Shan Suthaharan

2021/2/24

Laplacian feature detection and feature alignment for multimodal ophthalmic image registration using phase correlation and Hessian affine feature space

Signal processing

Shan Suthaharan

Ethan A Rossi

Valerie Snyder

Jay Chhablani

Raphael Lejoyeux

...

2020/12/1

See List of Professors in Shan Suthaharan University(University of North Carolina at Greensboro)

Co-Authors

H-index: 71
Jing Deng

Jing Deng

University of North Carolina at Greensboro

H-index: 52
Amy R. Reibman

Amy R. Reibman

Purdue University

H-index: 42
Lee, Heung-Kyu

Lee, Heung-Kyu

KAIST

H-index: 40
Mrinal Mandal

Mrinal Mandal

University of Alberta

H-index: 35
Hong Ren Wu

Hong Ren Wu

RMIT University

H-index: 1
Jeff Whitworth

Jeff Whitworth

University of North Carolina at Greensboro

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