Kenneth E. Barner

Kenneth E. Barner

University of Delaware

H-index: 47

North America-United States

About Kenneth E. Barner

Kenneth E. Barner, With an exceptional h-index of 47 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Delaware, specializes in the field of Machine and deep learning, robust and nonlinear signal and image processing, compressive sensing, image and video processing.

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

GReAT: A Graph Regularized Adversarial Training Method

A Data Augmentation Approach to Enhance Breast Cancer Segmentation

Mmasd: A multimodal dataset for autism intervention analysis

Social visual behavior analytics for autism therapy of children based on automated mutual gaze detection

A black-box attack on optical character recognition systems

Optimizing Feature Representation via A Nested Network for Object Segmentation

Smoothness on rank-order path graphs and its use in compressive spectral imaging with side information

Classification of High Frequency NILM Transients Based on Convolutional Neural Networks

Kenneth E. Barner Information

University

Position

Charles B Evans Professor Electrical and Computer Engineering

Citations(all)

8455

Citations(since 2020)

2387

Cited By

7137

hIndex(all)

47

hIndex(since 2020)

25

i10Index(all)

144

i10Index(since 2020)

57

Email

University Profile Page

University of Delaware

Google Scholar

View Google Scholar Profile

Kenneth E. Barner Skills & Research Interests

Machine and deep learning

robust and nonlinear signal and image processing

compressive sensing

image and video processing

Top articles of Kenneth E. Barner

Title

Journal

Author(s)

Publication Date

GReAT: A Graph Regularized Adversarial Training Method

arXiv preprint arXiv:2310.05336

Samet Bayram

Kenneth Barner

2023/10/9

A Data Augmentation Approach to Enhance Breast Cancer Segmentation

Abdalrahman Alblwi

Noaman Mehmood

Justin Labombard

Kenneth E Barner

2023/12/9

Mmasd: A multimodal dataset for autism intervention analysis

Jicheng Li

Vuthea Chheang

Pinar Kullu

Eli Brignac

Zhang Guo

...

2023/10/9

Social visual behavior analytics for autism therapy of children based on automated mutual gaze detection

Zhang Guo

Vuthea Chheang

Jicheng Li

Kenneth E Barner

Anjana Bhat

...

2023/6/21

A black-box attack on optical character recognition systems

Samet Bayram

Kenneth Barner

2023/5/6

Optimizing Feature Representation via A Nested Network for Object Segmentation

Abdalrahman Alblwi

Kenneth E Barner

2022/10/6

Smoothness on rank-order path graphs and its use in compressive spectral imaging with side information

Signal Processing

Juan F Florez-Ospina

Daniel L Lau

Dominique Guillot

Kenneth Barner

Gonzalo R Arce

2022/12/1

Classification of High Frequency NILM Transients Based on Convolutional Neural Networks

Ian Guzmán

Keith Goossen

Kenneth Barner

2022/11/7

Compressive spectral imaging using smoothness on graphs

Juan F Florez-Ospina

Daniel L Lau

Kenneth Barner

Gonzalo R Arce

2021/7/19

A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization

arXiv preprint arXiv:2106.10262

Xinjie Lan

Kenneth Barner

2021/6/18

An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning

Xinjie Lan

Samet Bayram

Kenneth Barner

2021/11/26

Reviewer Summary for Transactions on Image Processing

IEEE Transactions on Image Processing

A Abbasi

A AbdelQader

M Abid

L Abrahamyan

A Abuolaim

...

2021

A Probabilistic Representation for Deep Learning: Delving into The Information Bottleneck Principle

XINJIE LAN

Kenneth Barner

2021/11/9

Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning

Xinjie Lan

Bin Zhu

Charles Boncelet

Kenneth Barner

2021/10/25

Bone age assessment based on salient object segmentation

Abdalrahman Alblwi

Mohammed Baksh

Kenneth E Barner

2021/8/24

PAC-Bayesian generalization bounds for multilayer perceptrons

arXiv preprint arXiv:2006.08888

Xinjie Lan

Xin Guo

Kenneth E Barner

2020/6/16

Conformal prediction based active learning by linear regression optimization

Neurocomputing

Sergio Matiz

Kenneth E Barner

2020/5/7

Audio-video emotion recognition in the wild using deep hybrid networks

arXiv preprint arXiv:2002.09023

Xin Guo

Luisa F Polanía

Kenneth E Barner

2020/2/20

Continual learning long short term memory

Xin Guo

Yu Tian

Qinghan Xue

Panos Lampropoulos

Steven Eliuk

...

2020/11

Graph neural networks for image understanding based on multiple cues: Group emotion recognition and event recognition as use cases

Xin Guo

Luisa Polania

Bin Zhu

Charles Boncelet

Kenneth Barner

2020

See List of Professors in Kenneth E. Barner University(University of Delaware)

Co-Authors

H-index: 79
Kai Liu

Kai Liu

Sichuan University

H-index: 70
Sunil K Agrawal

Sunil K Agrawal

Columbia University in the City of New York

H-index: 70
Gonzalo R. Arce

Gonzalo R. Arce

University of Delaware

H-index: 49
Keith Goossen

Keith Goossen

University of Delaware

H-index: 44
Chandra Kambhamettu

Chandra Kambhamettu

University of Delaware

H-index: 37
Russell C. Hardie

Russell C. Hardie

University of Dayton

academic-engine