Christopher J. Henry

According to our database, Christopher J. Henry authored at least 44 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of two.

2024

Plant species recognition with optimized 3D polynomial neural networks and variably overlapping time-coherent sliding window.

Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna

Multim. Tools Appl., October, 2024

Automated Linear Disturbance Mapping via Semantic Segmentation of Sentinel-2 Imagery.

Andrew M. Nagel, Anne Webster, Christopher J. Henry, Christopher David Storie, Ignacio San-Miguel Sanchez, Olivier Tsui, Jason Duffe, Andy Dean

CoRR, 2024

2023

Inside out: transforming images of lab-grown plants for machine learning applications in agriculture.

Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti

Frontiers Artif. Intell., February, 2023

High-Resolution Semantically Consistent Image-to-Image Translation.

Mikhail Sokolov, Christopher J. Henry, Joni Storie, Christopher David Storie, Victor Alhassan, Mathieu Turgeon-Pelchat

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Strategies and impact of learning curve estimation for CNN-based image classification.

Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry

CoRR, 2023

A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images.

Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry

CoRR, 2023

Fusarium head blight detection, spikelet estimation, and severity assessment in wheat using 3D convolutional neural networks.

Oumaima Hamila, Christopher J. Henry, Oscar I. Molina, Christopher P. Bidinosti, Maria Antonia Henriquez

CoRR, 2023

2022

Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography.

Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid

Multim. Tools Appl., 2022

1-Dimensional Polynomial Neural Networks for audio signal related problems.

Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna

Knowl. Based Syst., 2022

Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification.

Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness

Frontiers Artif. Intell., 2022

Semantically-consistent Landsat 8 image to Sentinel-2 image translation for alpine areas.

Mikhail Sokolov, J. L. Storie, Christopher J. Henry, Christopher David Storie, J. Cameron, R. S. Ødegård, V. Zubinaite, S. Stikbakke

CoRR, 2022

Exploration of Convolutional Neural Network Architectures for Large Region Map Automation.

R. M. Tsenov, Christopher J. Henry, J. L. Storie, Christopher David Storie, B. Murray, Mikhail Sokolov

CoRR, 2022

Investigating classification learning curves for automatically generated and labelled plant images.

Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani

CoRR, 2022

The TerraByte Client: providing access to terabytes of plant data.

Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani

CoRR, 2022

2021

Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture.

Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani

CoRR, 2021

Polynomial degree reduction in the L²-norm on a symmetric interval for the canonical basis.

Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna

CoRR, 2021

Visualizing Feature Maps for Model Selection in Convolutional Neural Networks.

Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery.

Victor Alhassan, Christopher J. Henry, Sheela Ramanna, Christopher David Storie

Neural Comput. Appl., 2020

An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture.

Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani

CoRR, 2020

2019

Descriptive Topological Spaces for Performing Visual Search.

Jiajie Yu, Christopher J. Henry

Trans. Rough Sets, 2019

2018

A Descriptive Tolerance Nearness Measure for Performing Graph Comparison.

Christopher J. Henry, Aqeel A. Syed

Fundam. Informaticae, 2018

Deep Learning Neural Networks for Land Use Land Cover Mapping.

Christopher David Storie, Christopher J. Henry

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016

Measuring the nearness of layered flow graphs: Application to Content Based Image Retrieval.

Kanwarpreet Kaur, Sheela Ramanna, Christopher J. Henry

Intell. Decis. Technol., 2016

2014

Proximity System: A Description-Based System for Quantifying the Nearness or Apartness of Visual Rough Sets.

Christopher J. Henry, Garrett Smith

Trans. Rough Sets, 2014

2013

Maximal Clique Enumeration in Finding Near Neighbourhoods.

Christopher J. Henry, Sheela Ramanna

Trans. Rough Sets, 2013

Signature-based Perceptual Nearness: Application of Near Sets to Image Retrieval.

Christopher J. Henry, Sheela Ramanna

Math. Comput. Sci., 2013

Metric Free Nearness Measure using Description-based Neighbourhoods.

Christopher J. Henry

Math. Comput. Sci., 2013

Quantifying Nearness in Visual Spaces.

Christopher J. Henry, Sheela Ramanna, Daniel Levy

Cybern. Syst., 2013

GPU Implementation of MCE Approach to Finding Near Neighbourhoods.

Tariq Alusaifeer, Sheela Ramanna, Christopher J. Henry, James F. Peters

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

2012

Perceptual Indiscernibility, Rough Sets, Descriptively Near Sets, and Image Analysis.

Christopher J. Henry

Trans. Rough Sets, 2012

2011

Arthritic Hand-Finger Movement Similarity Measurements: Tolerance Near Set Approach.

Christopher J. Henry, James F. Peters

Comput. Math. Methods Medicine, 2011

Neighborhood-Based Vision Systems.

Christopher J. Henry, James F. Peters

Cybern. Syst., 2011

Parallel Computation in Finding Near Neighbourhoods.

Christopher J. Henry, Sheela Ramanna

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010

Near Sets: Theory and Applications.

Christopher J. Henry

PhD thesis, 2010

Perception-based image classification.

Christopher J. Henry, James F. Peters

Int. J. Intell. Comput. Cybern., 2010

Perceptual image analysis.

Christopher J. Henry, James F. Peters

Int. J. Bio Inspired Comput., 2010

2009

Rough Sets and Near Sets in Medical Imaging: A Review.

Aboul Ella Hassanien, Ajith Abraham, James F. Peters, Gerald Schaefer, Christopher J. Henry

IEEE Trans. Inf. Technol. Biomed., 2009

2007

Biologically-inspired adaptive learning control strategies: A rough set approach.

James F. Peters, Christopher J. Henry, David S. Gunderson

Int. J. Hybrid Intell. Syst., 2007

Approximation spaces in off-policy Monte Carlo learning.

James F. Peters, Christopher J. Henry

Eng. Appl. Artif. Intell., 2007

Image Pattern Recognition Using Near Sets.

Christopher J. Henry, James F. Peters

Proceedings of the Rough Sets, 2007

2006

Reinforcement Learning with Approximation Spaces.

James F. Peters, Christopher J. Henry

Fundam. Informaticae, 2006

2005

Rough Ethograms: Study of Intelligent System Behavior.

James F. Peters, Christopher J. Henry, Sheela Ramanna

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Reinforcement Learning in Swarms that Learn.

James F. Peters, Christopher J. Henry, Sheela Ramanna

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Reinforcement Learning with Pattern-based Rewards.

James F. Peters, Christopher J. Henry, Sheela Ramanna

Proceedings of the IASTED International Conference on Computational Intelligence, 2005