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2020 – today
- 2023
[c10]Prabahar Ravichandran, Keshav D. Singh, Charles M. Geddes, Breanne Tidemann, Eric Johnson, Steve Shirtliffe, Thomas K. Turkington, Manoj Natarajan:
Utilization of hyperspectral imaging to characterize herbicide phytotoxicity in oat and mustard. Agro-Geoinformatics 2023: 1-6- [c9]Yuemin Wang, Thuan Ha, Kathryn Aldridge, Hema Sudhakar Duddu, Steve Shirtliffe, Ian Stavness:
Weed Mapping with Convolutional Neural Networks on High Resolution Whole-Field Images. ICCV (Workshops) 2023: 505-514 - 2022
- [j5]Thuan Ha
, Yanben Shen, Hema Sudhakar Duddu, Eric Johnson, Steve J. Shirtliffe:
Quantifying Hail Damage in Crops Using Sentinel-2 Imagery. Remote. Sens. 14(4): 951 (2022) - [j4]Hansanee Fernando, Thuan Ha, Anjika Attanayake, Dilshan Benaragama, Kwabena Abrefa Nketia, Olakorede Kanmi-Obembe, Steve Shirtliffe:
High-Resolution Flowering Index for Canola Yield Modelling. Remote. Sens. 14(18): 4464 (2022) - [j3]Preston T. Sorenson, Jeremy Kiss, Angela K. Bedard-Haughn, Steve Shirtliffe:
Multi-Horizon Predictive Soil Mapping of Historical Soil Properties Using Remote Sensing Imagery. Remote. Sens. 14(22): 5803 (2022) - 2021
- [j2]Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Ian Stavness:
Spatial Super Resolution of Real-World Aerial Images for Image-Based Plant Phenotyping. Remote. Sens. 13(12): 2308 (2021) - [j1]Thuan Ha, Hema Sudhakar Duddu, Kirstin Bett, Steve J. Shirtliffe:
A Semi-Automatic Workflow to Extract Irregularly Aligned Plots and Sub-Plots: A Case Study on Lentil Breeding Populations. Remote. Sens. 13(24): 4997 (2021) - [c8]Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Kirstin Bett, Curtis Pozniak, Ian Stavness:
From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops. ICCVW 2021: 1312-1322 - 2020
- [c7]Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness:
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images. ECCV Workshops (6) 2020: 391-399 - [i3]Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness:
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images. CoRR abs/2007.09178 (2020)
2010 – 2019
- 2019
- [c6]Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin, Ian Stavness, Mark G. Eramian:
Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features. CVPR Workshops 2019: 2657-2664 - [c5]Imran Ahmed, Mark G. Eramian, Ilya Ovsyannikov, William van der Kamp, Karsten Nielsen, Hema Sudhakar Duddu, Arafia Rumali, Steve Shirtliffe, Kirstin Bett:
Automatic Detection and Segmentation of Lentil Crop Breeding Plots From Multi-Spectral Images Captured by UAV-Mounted Camera. WACV 2019: 1673-1681 - [c4]Keshav D. Singh, Steve J. Shirtliffe, Hema Sudhakar Duddu:
The Role of Bi-Directional Reflectance Correction in UAV-based Hyperspectral Imaging to Improve Data Robustness. WHISPERS 2019: 1-5 - [i2]Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin, Ian Stavness, Mark G. Eramian:
Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features. CoRR abs/1906.07771 (2019) - 2018
- [c3]Rahat Yasir, Mark G. Eramian, Ian Stavness, Steve Shirtliffe, Hema Sudhakar Duddu:
Data-Driven Multispectral Image Registration. CRV 2018: 230-237 - [c2]Sajith Rajapaksa, Mark G. Eramian, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin:
Classification of Crop Lodging with Gray Level Co-occurrence Matrix. WACV 2018: 251-258 - [c1]Shubhra Aich, Anique Josuttes, Ilya Ovsyannikov, Keegan Strueby, Imran Ahmed, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe, Ian Stavness:
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning. WACV 2018: 323-332 - 2017
- [i1]Shubhra Aich, Imran Ahmed, Ilya Ovsyannikov, Ian Stavness, Anique Josuttes, Keegan Strueby, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe:
DeepWheat: Estimating Phenotypic Traits From Images of Crops Using Deep Learning. CoRR abs/1710.00241 (2017)
Coauthor Index
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