Sonya Coleman

Sonya Coleman

Ulster University

H-index: 29

Europe-United Kingdom

About Sonya Coleman

Sonya Coleman, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at Ulster University, specializes in the field of Image Processing, Robotics, Computational Intelligence, Financial Engineering.

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

Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization

ASL Fingerspelling Classification for Use in Robot Control

Computing the Orientation of Hardware Components from Images Using Traditional Computer Vision Methods

A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification

CapsLoc3D: Point Cloud Retrieval for Large-Scale Place Recognition Based on 3D Capsule Networks

Bilateral guidance network for one-shot metal defect segmentation

SAMLoc: Structure-Aware Constraints With Multi-Task Distillation for Long-Term Visual Localization

Trusted Research Environment users: Evidence supporting a TRE usability principle

Sonya Coleman Information

University

Position

___

Citations(all)

3409

Citations(since 2020)

2323

Cited By

1772

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

81

i10Index(since 2020)

55

Email

University Profile Page

Ulster University

Google Scholar

View Google Scholar Profile

Sonya Coleman Skills & Research Interests

Image Processing

Robotics

Computational Intelligence

Financial Engineering

Top articles of Sonya Coleman

Title

Journal

Author(s)

Publication Date

Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization

IEEE Transactions on Geoscience and Remote Sensing

Fawei Ge

Yunzhou Zhang

Yixiu Liu

Guiyuan Wang

Sonya Coleman

...

2024/3/19

ASL Fingerspelling Classification for Use in Robot Control

Engineering Proceedings

Kevin McCready

Dermot Kerr

Sonya Coleman

Emmett Kerr

2024/3/6

Computing the Orientation of Hardware Components from Images Using Traditional Computer Vision Methods

Engineering Proceedings

Antonio Gambale

Emmett Kerr

Dermot Kerr

Sonya Coleman

2024/3/1

A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification

Journal of Intelligent Manufacturing

Jiaqi Zhao

Xiaolong Qian

Yunzhou Zhang

Dexing Shan

Xiaozheng Liu

...

2024/2

CapsLoc3D: Point Cloud Retrieval for Large-Scale Place Recognition Based on 3D Capsule Networks

IEEE Transactions on Intelligent Transportation Systems

Jinpeng Zhang

Yunzhou Zhang

Ming Liao

Rui Tian

Sonya Coleman

...

2024/1/16

Bilateral guidance network for one-shot metal defect segmentation

Engineering Applications of Artificial Intelligence

Dexing Shan

Yunzhou Zhang

Xiaozheng Liu

Jiaqi Zhao

Sonya Coleman

...

2024/5/1

SAMLoc: Structure-Aware Constraints With Multi-Task Distillation for Long-Term Visual Localization

Jian Ning

Yunzhou Zhang

Xinge Zhao

Sonya Coleman

Kunmo Li

...

2023/5/29

Trusted Research Environment users: Evidence supporting a TRE usability principle

Cian O'Donovan

Christian Cole

Sonya Coleman

Dermot Kerr

Simon Li

...

2023/11/2

Keypoint Changes for Fast Human Activity Recognition

SN Computer Science

Shane Reid

Sonya Coleman

Dermot Kerr

Philip Vance

Siobhan O’Neill

2023/8/14

Time Efficient Micro-Expression Recognition Using Weighted Spatio-Temporal Landmark Graphs

Nikin Matharaarachchi

Muhammad Fermi Pasha

Sonya Coleman

Dermot Kerr

2023/12/15

MMPL-Net: multi-modal prototype learning for one-shot RGB-D segmentation

Neural Computing and Applications

Dexing Shan

Yunzhou Zhang

Xiaozheng Liu

Shitong Liu

Sonya A Coleman

...

2023/5

A novel seminar learning framework for weakly supervised salient object detection

Engineering Applications of Artificial Intelligence

Yan Liu

Yunzhou Zhang

Zhenyu Wang

Fei Yang

Feng Qiu

...

2023/11/1

Quantifying Temporal Entropy in Neuromorphic Memory Forgetting: Exploring Advanced Forgetting Models for Robust Long-Term Information Storage

Shane Harrigan

Sonya Coleman

Dermot Kerr

Justin Quinn

Kyle Madden

...

2023/12/5

A Foveated Approach to Automated Billboard Detection

Sayali Chavan

Dermot Kerr

Sonya Coleman

Hussein Khader

2023/7/29

Elwnet: An extremely lightweight approach for real-time salient object detection

IEEE Transactions on Circuits and Systems for Video Technology

Zhenyu Wang

Yunzhou Zhang

Yan Liu

Delong Zhu

Sonya A Coleman

...

2023/4/24

SATRE: Standardised Architecture for Trusted Research Environments

Christian Cole

Hari Sood

Katie Oldfield

Matt Craddock

Nel Swanepoel

...

2023/10/30

Neuromorphic Event Alarm Time-Series Suppression

Shane Harrigan

Sonya Coleman

Dermot Kerr

Justin Quinn

Kyle Madden

...

2023/12/5

WUSL–SOD: Joint weakly supervised, unsupervised and supervised learning for salient object detection

Neural Computing and Applications

Yan Liu

Yunzhou Zhang

Zhenyu Wang

Rong Ma

Feng Qiu

...

2023/7

Cloud-based Learning for Robot Control

Shane Harrigan

Sonya Coleman

Dermot Kerr

Justin Quinn

Leeanne Lindsay

...

2023/4/4

Glacier area changes in Novaya Zemlya from 1986–89 to 2019–21 using object-based image analysis in Google Earth Engine

Journal of Glaciology

Asim Ali

Paul Dunlop

Sonya Coleman

Dermot Kerr

Robert W McNabb

...

2023/10

See List of Professors in Sonya Coleman University(Ulster University)

Co-Authors

H-index: 121
J A Scott Kelso

J A Scott Kelso

Florida Atlantic University

H-index: 53
Alessandro Saffiotti

Alessandro Saffiotti

Örebro Universitet

H-index: 41
Liam Maguire

Liam Maguire

Ulster University

H-index: 39
Laxmidhar Behera

Laxmidhar Behera

Indian Institute of Technology Kanpur

H-index: 31
Yuhua Li

Yuhua Li

Cardiff University

H-index: 29
Federico Pecora

Federico Pecora

Örebro Universitet

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