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ORCIDChristopher J. Henry
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2020 – today
- 2024
[j24]Habib Ben Abdallah
, Christopher J. Henry, Sheela Ramanna:
Plant species recognition with optimized 3D polynomial neural networks and variably overlapping time-coherent sliding window. Multim. Tools Appl. 83(34): 80667-80700 (2024)- [i16]Andrew M. Nagel, Anne Webster, Christopher J. Henry, Christopher David Storie, Ignacio San-Miguel Sanchez, Olivier Tsui, Jason Duffe, Andy Dean:
Automated Linear Disturbance Mapping via Semantic Segmentation of Sentinel-2 Imagery. CoRR abs/2409.12817 (2024) - 2023
- [j23]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) - [j22]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: 482-492 (2023) - [i15]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 abs/2303.05634 (2023) - [i14]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 abs/2306.09418 (2023) - [i13]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 abs/2310.08470 (2023) - 2022
- [j21]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: 871162 (2022) - [j20]Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna:
1-Dimensional Polynomial Neural Networks for audio signal related problems. Knowl. Based Syst. 240: 108174 (2022) - [j19]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): 37417-37439 (2022) - [i12]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 abs/2203.02611 (2022) - [i11]Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
The TerraByte Client: providing access to terabytes of plant data. CoRR abs/2203.13691 (2022) - [i10]Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
Investigating classification learning curves for automatically generated and labelled plant images. CoRR abs/2205.10955 (2022) - [i9]Mikhail Sokolov, Christopher J. Henry, Joni Storie, Christopher David Storie, Victor Alhassan, Mathieu Turgeon-Pelchat:
High-resolution semantically-consistent image-to-image translation. CoRR abs/2209.06264 (2022) - [i8]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 abs/2211.02972 (2022) - [i7]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 abs/2211.03854 (2022) - [i6]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 abs/2212.12056 (2022) - 2021
- [c8]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: 1362-1371 - [i5]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 abs/2103.14734 (2021) - [i4]Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna:
Polynomial degree reduction in the L2-norm on a symmetric interval for the canonical basis. CoRR abs/2105.07258 (2021) - [i3]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 abs/2108.05789 (2021) - 2020
- [j18]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): 8529-8544 (2020) - [i2]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 abs/2006.01228 (2020) - [i1]Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna:
1-Dimensional polynomial neural networks for audio signal related problems. CoRR abs/2009.04077 (2020)
2010 – 2019
- 2019
- [j17]Jiajie Yu, Christopher J. Henry:
Descriptive Topological Spaces for Performing Visual Search. Trans. Rough Sets 21: 48-67 (2019) - 2018
- [j16]Christopher J. Henry, Aqeel A. Syed:
A Descriptive Tolerance Nearness Measure for Performing Graph Comparison. Fundam. Informaticae 163(4): 305-324 (2018) - [c7]Christopher David Storie, Christopher J. Henry:
Deep Learning Neural Networks for Land Use Land Cover Mapping. IGARSS 2018: 3445-3448 - 2016
- [j15]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): 165-181 (2016) - 2014
- [j14]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: 48-73 (2014) - 2013
- [j13]Christopher J. Henry, Sheela Ramanna, Daniel Levy:
Quantifying Nearness in Visual Spaces. Cybern. Syst. 44(1): 38-56 (2013) - [j12]Christopher J. Henry:
Metric Free Nearness Measure using Description-based Neighbourhoods. Math. Comput. Sci. 7(1): 51-69 (2013) - [j11]Christopher J. Henry, Sheela Ramanna:
Signature-based Perceptual Nearness: Application of Near Sets to Image Retrieval. Math. Comput. Sci. 7(1): 71-85 (2013) - [j10]Christopher J. Henry, Sheela Ramanna:
Maximal Clique Enumeration in Finding Near Neighbourhoods. Trans. Rough Sets 16: 103-124 (2013) - [c6]Tariq Alusaifeer, Sheela Ramanna, Christopher J. Henry, James F. Peters:
GPU Implementation of MCE Approach to Finding Near Neighbourhoods. RSKT 2013: 251-262 - 2012
- [j9]Christopher J. Henry:
Perceptual Indiscernibility, Rough Sets, Descriptively Near Sets, and Image Analysis. Trans. Rough Sets 15: 41-121 (2012) - 2011
- [j8]Christopher J. Henry, James F. Peters:
Neighborhood-Based Vision Systems. Cybern. Syst. 42(1): 33-44 (2011) - [j7]Christopher J. Henry, James F. Peters:
Arthritic Hand-Finger Movement Similarity Measurements: Tolerance Near Set Approach. Comput. Math. Methods Medicine 2011: 569898:1-569898:14 (2011) - [c5]Christopher J. Henry, Sheela Ramanna:
Parallel Computation in Finding Near Neighbourhoods. RSKT 2011: 523-532 - 2010
- [b1]Christopher J. Henry:
Near Sets: Theory and Applications. University of Manitoba, Winnipeg, Canada, 2010 - [j6]Christopher J. Henry, James F. Peters:
Perceptual image analysis. Int. J. Bio Inspired Comput. 2(3/4): 271-281 (2010) - [j5]Christopher J. Henry, James F. Peters:
Perception-based image classification. Int. J. Intell. Comput. Cybern. 3(3): 410-430 (2010)
2000 – 2009
- 2009
- [j4]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): 955-968 (2009) - 2007
- [j3]James F. Peters, Christopher J. Henry:
Approximation spaces in off-policy Monte Carlo learning. Eng. Appl. Artif. Intell. 20(5): 667-675 (2007) - [j2]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): 203-216 (2007) - [c4]Christopher J. Henry, James F. Peters:
Image Pattern Recognition Using Near Sets. RSFDGrC 2007: 475-482 - 2006
- [j1]James F. Peters, Christopher J. Henry:
Reinforcement Learning with Approximation Spaces. Fundam. Informaticae 71(2-3): 323-349 (2006) - 2005
- [c3]James F. Peters, Christopher J. Henry, Sheela Ramanna:
Reinforcement Learning with Pattern-based Rewards. Computational Intelligence 2005: 267-272 - [c2]James F. Peters, Christopher J. Henry, Sheela Ramanna:
Reinforcement Learning in Swarms that Learn. IAT 2005: 400-406 - [c1]James F. Peters, Christopher J. Henry, Sheela Ramanna:
Rough Ethograms: Study of Intelligent System Behavior. Intelligent Information Systems 2005: 117-126
Coauthor Index
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last updated on 2024-10-23 20:27 CEST by the dblp team
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