Scott Umbaugh

Scott Umbaugh

Southern Illinois University Edwardsville

H-index: 21

North America-United States

About Scott Umbaugh

Scott Umbaugh, With an exceptional h-index of 21 and a recent h-index of 13 (since 2020), a distinguished researcher at Southern Illinois University Edwardsville, specializes in the field of computer vision, image processing.

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

Computer Vision and Image Analysis: Digital Image Processing and Analysis

Digital Image Enhancement, Restoration and Compression: Digital Image Processing and Analysis

Unsupervised white matter lesion identification in multiple sclerosis (MS) using MRI segmentation and pattern classification: a novel approach with CVIPtools

Automated classification of white matter lesions in multiple sclerosis patients' MRI images using gray level enhancement and deep learning

Digital image processing and analysis: computer vision and image analysis

Digital Image Processing and Analysis: Digital Image Enhancement, Restoration and Compression

Machine learning with a convolutional neural network for segmentation of ophthalmological images

Comparison of K-means and K-means++ for image compression with thermographic images

Scott Umbaugh Information

University

Position

Professor of Computer and Electrical Engineering

Citations(all)

4060

Citations(since 2020)

835

Cited By

3470

hIndex(all)

21

hIndex(since 2020)

13

i10Index(all)

31

i10Index(since 2020)

17

Email

University Profile Page

Southern Illinois University Edwardsville

Google Scholar

View Google Scholar Profile

Scott Umbaugh Skills & Research Interests

computer vision

image processing

Top articles of Scott Umbaugh

Title

Journal

Author(s)

Publication Date

Computer Vision and Image Analysis: Digital Image Processing and Analysis

Scott E Umbaugh

2023

Digital Image Enhancement, Restoration and Compression: Digital Image Processing and Analysis

Scott E Umbaugh

2023

Unsupervised white matter lesion identification in multiple sclerosis (MS) using MRI segmentation and pattern classification: a novel approach with CVIPtools

Hanieh Ajami

Mahsa Kargar Nigjeh

Scott E Umbaugh

2023/10/4

Automated classification of white matter lesions in multiple sclerosis patients' MRI images using gray level enhancement and deep learning

Mahsa Kargar Nigjeh

Hanieh Ajami

Scott E Umbaugh

2023/10/4

Digital image processing and analysis: computer vision and image analysis

Scott E Umbaugh

2023/1/18

Digital Image Processing and Analysis: Digital Image Enhancement, Restoration and Compression

Scott E Umbaugh

2022/12/30

Machine learning with a convolutional neural network for segmentation of ophthalmological images

Hridoy Biswas

Scott E Umbaugh

2021/4/12

Comparison of K-means and K-means++ for image compression with thermographic images

Hridoy Biswas

Scott E Umbaugh

Dominic Marino

Joseph Sackman

2021/4/12

Automatic mask creation of thermographic gait images using CVIPtools ATAT

Charles B Stacey Jr

Scott E Umbaugh

Dominic J Marino

Joseph Sackman

2021/4/12

Medical infrared thermal imaging of syringomyelia in the Cavalier King Charles Spaniel

BMC veterinary research

Michael Larkin

Catherine Loughin

Dominic Marino

Curtis Dewey

Scott Umbaugh

...

2020/12

Identification of bone cancer in canine thermograms

Naveena Gorre

Scott E Umbaugh

Dominic J Marino

Joseph Sackman

2020/4/23

See List of Professors in Scott Umbaugh University(Southern Illinois University Edwardsville)

Co-Authors

H-index: 59
M. Emre Celebi, SPIE Fellow

M. Emre Celebi, SPIE Fellow

University of Central Arkansas

H-index: 46
william stoecker

william stoecker

Missouri University of Science and Technology

H-index: 30
Joe Stanley

Joe Stanley

Missouri University of Science and Technology

H-index: 5
Deependra Kumar Mishra

Deependra Kumar Mishra

Washington University in St. Louis

H-index: 4
Mehrdad Alvandipour

Mehrdad Alvandipour

University of Florida

H-index: 3
Hridoy Biswas

Hridoy Biswas

Southern Illinois University Edwardsville

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