Dermot Kerr

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 77

Top Venues

SSCI

CoRR

IJCNN

IEEE Trans. Neural Networks Learn. Syst.

Ulster University, UK (PHD)

Education History

Ulster University, UK

PHD

Publications

Fawei Ge, Yunzhou Zhang, Li Wang, Wei Liu, Yixiu Liu, Sonya Coleman, Dermot Kerr
Multilevel Feedback Joint Representation Learning Network Based on Adaptive Area Elimination for Cross-View Geo-Localization. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiaqi Zhao, Xiaolong Qian, Yunzhou Zhang, Dexing Shan, Xiaozheng Liu, Sonya Coleman, Dermot Kerr
A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification. J. Intell. Manuf. 35 (2) (2024)
Zhenyu Wang, Yunzhou Zhang, Yan Liu, Cao Qin, Sonya A. Coleman, Dermot Kerr
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection. IEEE Trans. Multim. 26 (2024)
Fawei Ge, Yunzhou Zhang, Li Wang, Sonya Coleman, Dermot Kerr
Double-Domain Adaptation Semantics for Retrieval-Based Long-Term Visual Localization. IEEE Trans. Multim. 26 (2024)
Fawei Ge, Yunzhou Zhang, Yixiu Liu, Guiyuan Wang, Sonya Coleman, Dermot Kerr, Li Wang
Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Linghao Yang, Yunzhou Zhang, Rui Tian, Shiwen Liang, You Shen, Sonya Coleman, Dermot Kerr
Fast, Robust, Accurate, Multi-Body Motion Aware SLAM. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Jinpeng Zhang, Yunzhou Zhang, Ming Liao, Rui Tian, Sonya Coleman, Dermot Kerr
CapsLoc3D: Point Cloud Retrieval for Large-Scale Place Recognition Based on 3D Capsule Networks. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Dexing Shan, Yunzhou Zhang, Xiaozheng Liu, Jiaqi Zhao, Sonya Coleman, Dermot Kerr
Bilateral guidance network for one-shot metal defect segmentation. Eng. Appl. Artif. Intell. 131 (2024)
Lei Wang, Yunzhou Zhang, Delong Zhu, Sonya Coleman, Dermot Kerr
Supervised Meta-Reinforcement Learning With Trajectory Optimization for Manipulation Tasks. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
Yan Liu, Yunzhou Zhang, Zhenyu Wang, Rong Ma, Feng Qiu, Sonya Coleman, Dermot Kerr
WUSL-SOD: Joint weakly supervised, unsupervised and supervised learning for salient object detection. Neural Comput. Appl. 35 (21) (2023)
Rui Tian, Yunzhou Zhang, Zhenzhong Cao, Jinpeng Zhang, Linghao Yang, Sonya Coleman, Dermot Kerr, Kun Li
Object SLAM With Robust Quadric Initialization and Mapping for Dynamic Outdoors. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
You Shen, Yunzhou Zhang, Yanmin Wu, Zhenyu Wang, Linghao Yang, Sonya Coleman, Dermot Kerr
BSH-Det3D: Improving 3D Object Detection with BEV Shape Heatmap. IROS (2023)
Dexing Shan, Yunzhou Zhang, Xiaozheng Liu, Shitong Liu, Sonya A. Coleman, Dermot Kerr
MMPL-Net: multi-modal prototype learning for one-shot RGB-D segmentation. Neural Comput. Appl. 35 (14) (2023)
Nikin Matharaarachchi, Muhammad Fermi Pasha, Sonya Coleman, Dermot Kerr
Time Efficient Micro-Expression Recognition Using Weighted Spatio-Temporal Landmark Graphs. ICMLA (2023)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Justin Quinn, Kyle Madden, Leeanne Lindsay, Benn Henderson, Shammi Rahman
Neuromorphic Event Alarm Time-Series Suppression. SSCI (2023)
You Shen, Yunzhou Zhang, Yanmin Wu, Zhenyu Wang, Linghao Yang, Sonya Coleman, Dermot Kerr
BSH-Det3D: Improving 3D Object Detection with BEV Shape Heatmap. CoRR (2023)
Cao Qin, Yunzhou Zhang, Yingda Liu, Delong Zhu, Sonya A. Coleman, Dermot Kerr
Structure-Aware Feature Disentanglement With Knowledge Transfer for Appearance-Changing Place Recognition. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Justin Quinn, Kyle Madden, Shuo Liu, Leeanne Lindsay
Quantifying Temporal Entropy in Neuromorphic Memory Forgetting: Exploring Advanced Forgetting Models for Robust Long-Term Information Storage. SSCI (2023)
Zhenyu Wang, Yunzhou Zhang, Yan Liu, Delong Zhu, Sonya A. Coleman, Dermot Kerr
ELWNet: An Extremely Lightweight Approach for Real-Time Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Jian Ning, Yunzhou Zhang, Xinge Zhao, Sonya Coleman, Kunmo Li, Dermot Kerr
SAMLoc: Structure-Aware Constraints With Multi-Task Distillation for Long-Term Visual Localization. ICRA (2023)
Melissa N. Melaugh, Sonya Coleman, Dermot Kerr
A Computational Approach to Uncertainty in DNA Sequences. SSCI (2023)
Yan Liu, Yunzhou Zhang, Zhenyu Wang, Fei Yang, Feng Qiu, Sonya Coleman, Dermot Kerr
A novel seminar learning framework for weakly supervised salient object detection. Eng. Appl. Artif. Intell. 126 (2023)
Dexing Shan, Yunzhou Zhang, Sonya Coleman, Dermot Kerr, Shitong Liu, Ziqiang Hu
Unseen-Material Few-Shot Defect Segmentation With Optimal Bilateral Feature Transport Network. IEEE Trans. Ind. Informatics 19 (7) (2023)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Justin Quinn, Leeanne Lindsay, Kyle Madden
Cloud-based Learning for Robot Control. ICIT (2023)
Shane Reid, Sonya Coleman, Dermot Kerr, Philip J. Vance, Siobhan O'Neill
Keypoint Changes for Fast Human Activity Recognition. SN Comput. Sci. 4 (5) (2023)
Ming Liao, Yunzhou Zhang, Jinpeng Zhang, Liang Liang, Sonya Coleman, Dermot Kerr
Semantic Topological Descriptor for Loop Closure Detection within 3D Point Clouds In Outdoor Environment. IROS (2022)
Yongduan Song, Jennie Si, Sonya Coleman, Dermot Kerr
Editorial Biologically Learned/Inspired Methods for Sensing, Control, and Decision. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Zhenyu Wang, Yunzhou Zhang, Yan Liu, Zhuo Wang, Sonya Coleman, Dermot Kerr
TF-SOD: a novel transformer framework for salient object detection. Neural Comput. Appl. 34 (14) (2022)
Yixiu Liu, Yunzhou Zhang, Bir Bhanu, Sonya Coleman, Dermot Kerr
Data Assimilation Network for Generalizable Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Leeanne Lindsay, Dermot Kerr, Sonya Coleman, Bryan Gardiner
Transparent Models for Stock Market Price Forecasting. SSCI (2022)
Weidong Shi, Yunzhou Zhang, Shangdong Zhu, Yixiu Liu, Sonya Coleman, Dermot Kerr
VAC-Net: Visual Attention Consistency Network for Person Re-identification. ICMR (2022)
Rui Tian, Yunzhou Zhang, Yonghui Feng, Linghao Yang, Zhenzhong Cao, Sonya Coleman, Dermot Kerr
Accurate and Robust Object SLAM With 3D Quadric Landmark Reconstruction in Outdoors. IEEE Robotics Autom. Lett. 7 (2) (2022)
Zhenzhong Cao, Yunzhou Zhang, Rui Tian, Rong Ma, Xinggang Hu, Sonya Coleman, Dermot Kerr
Object-Aware SLAM Based on Efficient Quadric Initialization and Joint Data Association. IEEE Robotics Autom. Lett. 7 (4) (2022)
Terence Sweeney, Sonya Coleman, Dermot Kerr
Deep Learning for Semiconductor Defect Classification. INDIN (2022)
Delei Kong, Zheng Fang, Kuanxu Hou, Haojia Li, Junjie Jiang, Sonya Coleman, Dermot Kerr
Event-VPR: End-to-End Weakly Supervised Deep Network Architecture for Visual Place Recognition Using Event-Based Vision Sensor. IEEE Trans. Instrum. Meas. 71 (2022)
Yan Liu, Yunzhou Zhang, Zhenyu Wang, Fei Yang, Cao Qin, Feng Qiu, Sonya Coleman, Dermot Kerr
Complementary characteristics fusion network for weakly supervised salient object detection. Image Vis. Comput. 126 (2022)
Sonya Coleman, Dermot Kerr, Yunzhou Zhang
Image Sensing and Processing with Convolutional Neural Networks. Sensors 22 (10) (2022)
Shane Reid, Sonya Coleman, Dermot Kerr, Philip J. Vance, Siobhan O'Neill
Fast Human Activity Recognition. IMPROVE (2021)
Rui Tian, Yunzhou Zhang, Delong Zhu, Shiwen Liang, Sonya Coleman, Dermot Kerr
Accurate and Robust Scale Recovery for Monocular Visual Odometry Based on Plane Geometry. CoRR (2021)
Shane Reid, Sonya Coleman, Philip J. Vance, Dermot Kerr, Siobhan O'Neill
Using Social Signals to Predict Shoplifting: A Transparent Approach to a Sensitive Activity Analysis Problem. Sensors 21 (20) (2021)
Ankita Anand, Shalli Rani, Divya Anand, Hani Moaiteq Aljahdali, Dermot Kerr
An Efficient CNN-Based Deep Learning Model to Detect Malware Attacks (CNN-DMA) in 5G-IoT Healthcare Applications. Sensors 21 (19) (2021)
Yixiu Liu, Yunzhou Zhang, Bir Bhanu, Sonya Coleman, Dermot Kerr
Multi-level cross-view consistent feature learning for person re-identification. Neurocomputing 435 (2021)
Rui Tian, Yunzhou Zhang, Delong Zhu, Shiwen Liang, Sonya Coleman, Dermot Kerr
Accurate and Robust Scale Recovery for Monocular Visual Odometry Based on Plane Geometry. ICRA (2021)
Rui Tian, Yunzhou Zhang, Yonghui Feng, Linghao Yang, Zhenzhong Cao, Sonya Coleman, Dermot Kerr
Accurate and Robust Object-oriented SLAM with 3D Quadric Landmark Construction in Outdoor Environment. CoRR (2021)
Cao Qin, Yunzhou Zhang, Yingda Liu, Sonya Coleman, Huijie Du, Dermot Kerr
A visual place recognition approach using learnable feature map filtering and graph attention networks. Neurocomputing 457 (2021)
Richard Gault, Philip J. Vance, T. Martin McGinnity, Sonya Coleman, Dermot Kerr
Computational Approach to Identifying Contrast-Driven Retinal Ganglion Cells. ICANN (3) (2021)
Zhenyu Wang, Yunzhou Zhang, Yan Liu, Shichang Liu, Sonya Coleman, Dermot Kerr
MFC-Net : Multi-feature fusion cross neural network for salient object detection. Image Vis. Comput. 113 (2021)
Yanmin Wu, Yunzhou Zhang, Delong Zhu, Yonghui Feng, Sonya Coleman, Dermot Kerr
EAO-SLAM: Monocular Semi-Dense Object SLAM Based on Ensemble Data Association. CoRR (2020)
Delei Kong, Zheng Fang, Haojia Li, Kuanxu Hou, Sonya Coleman, Dermot Kerr
Event-VPR: End-to-End Weakly Supervised Network Architecture for Event-based Visual Place Recognition. CoRR (2020)
Benjamin Wingfield, Shane Miller, Pratheepan Yogarajah, Dermot Kerr, Bryan Gardiner, Sudarshi Seneviratne, Pradeepa Samarasinghe, Sonya Coleman
A predictive model for paediatric autism screening. Health Informatics J. 26 (4) (2020)
Catherine McHugh, Sonya Coleman, Dermot Kerr
Technical Indicators and Prediction for Energy Market Forecasting. ICMLA (2020)
Leeanne Lindsay, Sonya Coleman, Dermot Kerr, Brian Taylor, Anne Moorhead
Explainable Artificial Intelligence for Falls Prediction. ICACDS (2020)
Yanmin Wu, Yunzhou Zhang, Delong Zhu, Yonghui Feng, Sonya Coleman, Dermot Kerr
EAO-SLAM: Monocular Semi-Dense Object SLAM Based on Ensemble Data Association. IROS (2020)
Shane Reid, Philip J. Vance, Sonya Coleman, Dermot Kerr, Siobhan O'Neill
Towards real-time activity recognition. IPAS (2020)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Pratheepan Yogarajah, Zheng Fang, Chengdong Wu
Post-Stimulus Time-Dependent Event Descriptor. ICIP (2020)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Pratheepan Yogarajah, Zheng Fang, Chengdong Wu
Neural Coding Strategies for Event-Based Vision Data. ICASSP (2020)
Yunzhou Zhang, Shuangwei Liu, Lin Qi, Sonya Coleman, Dermot Kerr, Weidong Shi
Multi-level and multi-scale horizontal pooling network for person re-identification. Multim. Tools Appl. 79 (39-40) (2020)
Cao Qin, Yunzhou Zhang, Yan Liu, Sonya Coleman, Dermot Kerr, Guanghao Lv
Appearance-invariant place recognition by adversarially learning disentangled representation. Robotics Auton. Syst. 131 (2020)
Ziang Zhang, Chengdong Wu, Sonya Coleman, Dermot Kerr
DENSE-INception U-net for medical image segmentation. Comput. Methods Programs Biomed. 192 (2020)
Shane Harrigan, Sonya Coleman, Dermot Kerr, Pratheepan Yogarajah, Zheng Fang, Chengdong Wu
Reducing-Over-Time Tree for Event-based Data. ICPR (2020)
Shuangwei Liu, Yunzhou Zhang, Lin Qi, Sonya Coleman, Dermot Kerr, Shangdong Zhu
Adversarially Erased Learning for Person Re-identification by Fully Convolutional Networks. IJCNN (2019)
Leeanne Lindsay, Sonya Coleman, Brian Taylor, Dermot Kerr, Anne Moorhead
Using Machine Learning Algorithms to Predict the Likelihood of Recurrent Falls in Older Adults. MLDM (1) (2019)
Gautham P. Das, Philip J. Vance, Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Jian K. Liu
Computational modelling of salamander retinal ganglion cells using machine learning approaches. Neurocomputing 325 (2019)
Catherine McHugh, Sonya Coleman, Dermot Kerr, Daniel McGlynn
Forecasting Day-ahead Electricity Prices with A SARIMAX Model. SSCI (2019)
E. P. Kerr, Sonya A. Coleman, Dermot Kerr, Philip J. Vance, Bryan Gardiner, Y. Zhang, F. Wang, Chengdong Wu
Sensor-based Vital Sign Monitoring, Analysis and Visualisation for Ageing in Place. IJCNN (2018)
Dermot Kerr, Sonya A. Coleman, Thomas Martin McGinnity
Biologically Inspired Intensity and Depth Image Edge Extraction. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Philip J. Vance, Gautham P. Das, Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Tim Gollisch, Jian K. Liu
Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
E. P. Kerr, Philip J. Vance, Dermot Kerr, Sonya A. Coleman, Gautham P. Das, Thomas Martin McGinnity, Diederik Paul Moeys, Tobi Delbrück
Biological Goal Seeking. SSCI (2018)
Shane Reid, Sonya A. Coleman, Dermot Kerr, Philip J. Vance, Siobhan O'Neill
Feature Extraction with Computational Intelligence for Head Pose Estimation. SSCI (2018)
Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Dermot Kerr, Emmett Kerr, Thomas Martin McGinnity
Investigation into Sub-Receptive Fields of Retinal Ganglion Cells with Natural Images. IJCNN (2018)
Philip J. Vance, Sonya A. Coleman, Dermot Kerr, Leeanne Lindsay, B. J. Taylor, E. P. Kerr, Bryan Gardiner, Thomas Martin McGinnity, Chengdong Wu
Transparent Modelling of Risk Assessment factors for Assisted Living. SSCI (2018)
Diederik Paul Moeys, Daniel Neil, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Thomas Martin McGinnity, Dermot Kerr, Tobi Delbrück
PRED18: Dataset and Further Experiments with DAVIS Event Camera in Predator-Prey Robot Chasing. CoRR (2018)
Daniel McGlynn, Sonya A. Coleman, Dermot Kerr, Catherine McHugh
Day-Ahead Price Forecasting in Great Britain's BETTA Electricity Market. SSCI (2018)
Catherine McHugh, Sonya A. Coleman, Dermot Kerr, Daniel McGlynn
A Linear Polynomial NARMAX Model with Multiple Factors to Forecast Day-Ahead Electricity Prices. SSCI (2018)
Catherine McHugh, Sonya A. Coleman, Dermot Kerr, Daniel McGlynn
Daily Energy Price Forecasting Using a Polynomial NARMAX Model. UKCI (2018)
Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbrück
Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network. CoRR (2016)
Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbrück
Steering a predator robot using a mixed frame/event-driven convolutional neural network. EBCCSP (2016)
Scott McDonald, Dermot Kerr, Sonya A. Coleman, Philip J. Vance, T. Martin McGinnity
Modelling retinal ganglion cells using self-organising fuzzy neural networks. IJCNN (2015)
Philip J. Vance, Sonya A. Coleman, Dermot Kerr, Gautham P. Das, T. Martin McGinnity
Modelling of a retinal ganglion cell with simple spiking models. IJCNN (2015)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Marine Clogenson
A biologically inspired spiking model of visual processing for image feature detection. Neurocomputing 158 (2015)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman
Modelling and Analysis of Retinal Ganglion Cells Through System Identification. IJCCI (NCTA) (2014)
Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Marine Clogenson
Biologically inspired intensity and range image feature extraction. IJCNN (2013)
Dermot Kerr, Sonya A. Coleman, Thomas Martin McGinnity, Qingxiang Wu, Marine Clogenson
A novel approach to robot vision using a hexagonal grid and spiking neural networks. IJCNN (2012)
Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Qingxiang Wu, Marine Clogenson
Biologically inspired edge detection. ISDA (2011)
Marine Clogenson, Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu
Biologically Inspired Edge Detection using Spiking Neural Networks and Hexagonal Images. IJCCI (NCTA) (2011)
Dermot Kerr, Sonya A. Coleman, Bryan W. Scotney
Finite Element Laplacian Feature Detector. MVA (2011)
Dermot Kerr, Sonya A. Coleman, Bryan W. Scotney
A Finite Element Blob Detector for Robust Features. ICIAP (1) (2011)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu, Marine Clogenson
Spiking Hierarchical Neural Network for Corner Detection. IJCCI (NCTA) (2011)
Si Jing Liu, Sonya A. Coleman, Dermot Kerr, Bryan W. Scotney, Bryan Gardiner
Corner detection on hexagonal pixel based images. ICIP (2011)
Dermot Kerr, Sonya A. Coleman, Bryan W. Scotney
A Space Variant Gradient Based Corner Detector for Sparse Omnidirectional Images. J. Math. Imaging Vis. 38 (2) (2010)
Dermot Kerr, Sonya A. Coleman, Bryan W. Scotney
FESID: Finite Element Scale Invariant Detector. ICIAP (2009)
Dermot Kerr, Bryan W. Scotney, Sonya A. Coleman
Interest point detection on incomplete images. ICIP (2008)
Sonya A. Coleman, Bryan W. Scotney, Dermot Kerr
Processing Sparse Panoramic Images via Space Variant Operators. J. Math. Imaging Vis. 32 (3) (2008)
Sonya A. Coleman, Dermot Kerr, Bryan W. Scotney
Concurrent Edge and Corner Detection. ICIP (5) (2007)
Sonya A. Coleman, Bryan W. Scotney, Dermot Kerr
Integrated Edge and Corner Detection. ICIAP (2007)
Bryan W. Scotney, Sonya A. Coleman, Dermot Kerr
A Graph Theoretic Approach to Direct Processing of Sparse Unwarped Panoramic Images. ICIP (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dermot Kerr