Christopher J. Henry

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 26

Top Topics

Myocardial Infarction

Learning Curves

Top Venues

Frontiers Artif. Intell.

Trans. Rough Sets

Fundam. Informaticae

Publications

Oumaima Hamila, Christopher J. Henry, Oscar I. Molina, Christopher P. Bidinosti, Maria Antonia Henriquez
Fusarium head blight detection, spikelet estimation, and severity assessment in wheat using 3D convolutional neural networks. CoRR (2023)
Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
Strategies and impact of learning curve estimation for CNN-based image classification. CoRR (2023)
Mikhail Sokolov, Christopher J. Henry, Joni Storie, Christopher David Storie, Victor Alhassan, Mathieu Turgeon-Pelchat
High-Resolution Semantically Consistent Image-to-Image Translation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images. CoRR (2023)
Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture. Frontiers Artif. Intell. 6 (2023)
Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
Investigating classification learning curves for automatically generated and labelled plant images. CoRR (2022)
Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
The TerraByte Client: providing access to terabytes of plant data. CoRR (2022)
Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture. CoRR (2022)
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography. Multim. Tools Appl. 81 (26) (2022)
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Frontiers Artif. Intell. 5 (2022)
Mikhail Sokolov, J. L. Storie, Christopher J. Henry, Christopher David Storie, J. Cameron, R. S. Ødegård, V. Zubinaite, S. Stikbakke
Semantically-consistent Landsat 8 image to Sentinel-2 image translation for alpine areas. CoRR (2022)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window. CoRR (2022)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
1-Dimensional Polynomial Neural Networks for audio signal related problems. Knowl. Based Syst. 240 (2022)
R. M. Tsenov, Christopher J. Henry, J. L. Storie, Christopher David Storie, B. Murray, Mikhail Sokolov
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation. CoRR (2022)
Mikhail Sokolov, Christopher J. Henry, Joni Storie, Christopher David Storie, Victor Alhassan, Mathieu Turgeon-Pelchat
High-resolution semantically-consistent image-to-image translation. CoRR (2022)
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography. CoRR (2021)
Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture. CoRR (2021)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
-norm on a symmetric interval for the canonical basis. CoRR (2021)
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
Visualizing Feature Maps for Model Selection in Convolutional Neural Networks. ICCVW (2021)
Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture. CoRR (2020)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
1-Dimensional polynomial neural networks for audio signal related problems. CoRR (2020)
Victor Alhassan, Christopher J. Henry, Sheela Ramanna, Christopher David Storie
A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery. Neural Comput. Appl. 32 (12) (2020)
Jiajie Yu, Christopher J. Henry
Descriptive Topological Spaces for Performing Visual Search. Trans. Rough Sets 21 (2019)
Christopher David Storie, Christopher J. Henry
Deep Learning Neural Networks for Land Use Land Cover Mapping. IGARSS (2018)
Christopher J. Henry, Aqeel A. Syed
A Descriptive Tolerance Nearness Measure for Performing Graph Comparison. Fundam. Informaticae 163 (4) (2018)
Kanwarpreet Kaur, Sheela Ramanna, Christopher J. Henry
Measuring the nearness of layered flow graphs: Application to Content Based Image Retrieval. Intell. Decis. Technol. 10 (2) (2016)
Christopher J. Henry, Garrett Smith
Proximity System: A Description-Based System for Quantifying the Nearness or Apartness of Visual Rough Sets. Trans. Rough Sets 17 (2014)
Tariq Alusaifeer, Sheela Ramanna, Christopher J. Henry, James F. Peters
GPU Implementation of MCE Approach to Finding Near Neighbourhoods. RSKT (2013)
Christopher J. Henry, Sheela Ramanna
Signature-based Perceptual Nearness: Application of Near Sets to Image Retrieval. Math. Comput. Sci. 7 (1) (2013)
Christopher J. Henry, Sheela Ramanna, Daniel Levy
Quantifying Nearness in Visual Spaces. Cybern. Syst. 44 (1) (2013)
Christopher J. Henry
Metric Free Nearness Measure using Description-based Neighbourhoods. Math. Comput. Sci. 7 (1) (2013)
Christopher J. Henry, Sheela Ramanna
Maximal Clique Enumeration in Finding Near Neighbourhoods. Trans. Rough Sets 16 (2013)
Christopher J. Henry
Perceptual Indiscernibility, Rough Sets, Descriptively Near Sets, and Image Analysis. Trans. Rough Sets 15 (2012)
Christopher J. Henry, James F. Peters
Arthritic Hand-Finger Movement Similarity Measurements: Tolerance Near Set Approach. Comput. Math. Methods Medicine 2011 (2011)
Christopher J. Henry, Sheela Ramanna
Parallel Computation in Finding Near Neighbourhoods. RSKT (2011)
Christopher J. Henry, James F. Peters
Neighborhood-Based Vision Systems. Cybern. Syst. 42 (1) (2011)
Christopher J. Henry, James F. Peters
Perception-based image classification. Int. J. Intell. Comput. Cybern. 3 (3) (2010)
Christopher J. Henry, James F. Peters
Perceptual image analysis. Int. J. Bio Inspired Comput. 2 (3/4) (2010)
Aboul Ella Hassanien, Ajith Abraham, James F. Peters, Gerald Schaefer, Christopher J. Henry
Rough Sets and Near Sets in Medical Imaging: A Review. IEEE Trans. Inf. Technol. Biomed. 13 (6) (2009)
James F. Peters, Christopher J. Henry
Approximation spaces in off-policy Monte Carlo learning. Eng. Appl. Artif. Intell. 20 (5) (2007)
James F. Peters, Christopher J. Henry, David S. Gunderson
Biologically-inspired adaptive learning control strategies: A rough set approach. Int. J. Hybrid Intell. Syst. 4 (4) (2007)
Christopher J. Henry, James F. Peters
Image Pattern Recognition Using Near Sets. RSFDGrC (2007)
James F. Peters, Christopher J. Henry
Reinforcement Learning with Approximation Spaces. Fundam. Informaticae 71 (2-3) (2006)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Reinforcement Learning in Swarms that Learn. IAT (2005)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Rough Ethograms: Study of Intelligent System Behavior. Intelligent Information Systems (2005)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Reinforcement Learning with Pattern-based Rewards. Computational Intelligence (2005)