Steve Shirtliffe

17 papers A 3Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Normalized Difference Layer: A Differentiable Spectral Index Formulation for Deep Learning.
CoRR
Ali Lotfi, Adam Carter, Mohammad Meysami, Thuan Ha, Kwabena Abrefa Nketia, Steve Shirtliffe
2025 J jnl
Automated Discovery of Parsimonious Spectral Indices via Normalized Difference Polynomials.
CoRR
Ali Lotfi, Adam Carter, Thuan Ha, Mohammad Meysami, Kwabena Abrefa Nketia, Steve Shirtliffe
2023 — conf
Utilization of hyperspectral imaging to characterize herbicide phytotoxicity in oat and mustard.
Agro-Geoinformatics
Prabahar Ravichandran, Keshav D. Singh, Charles M. Geddes, Breanne Tidemann, Eric Johnson, Steve Shirtliffe, Thomas K. Turkington, Manoj Natarajan
2023 — conf
Weed Mapping with Convolutional Neural Networks on High Resolution Whole-Field Images.
ICCV (Workshops)
Yuemin Wang, Thuan Ha, Kathryn Aldridge, Hema Sudhakar Duddu, Steve Shirtliffe, Ian Stavness
2022 J jnl
High-Resolution Flowering Index for Canola Yield Modelling.
Remote. Sens.
Hansanee Fernando, Thuan Ha, Anjika Attanayake, Dilshan Benaragama, Kwabena Abrefa Nketia, Olakorede Kanmi-Obembe, Steve Shirtliffe
2022 J jnl
Multi-Horizon Predictive Soil Mapping of Historical Soil Properties Using Remote Sensing Imagery.
Remote. Sens.
Preston T. Sorenson, Jeremy Kiss, Angela K. Bedard-Haughn, Steve Shirtliffe
2021 — conf
From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops.
ICCVW
Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Kirstin E. Bett, Curtis Pozniak, Ian Stavness
2021 J jnl
Spatial Super Resolution of Real-World Aerial Images for Image-Based Plant Phenotyping.
Remote. Sens.
Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Ian Stavness
2020 — conf
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images.
ECCV Workshops (6)
Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness
2020 J jnl
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images.
CoRR
Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness
2019 A conf
Automatic Detection and Segmentation of Lentil Crop Breeding Plots From Multi-Spectral Images Captured by UAV-Mounted Camera.
WACV
Imran Ahmed, Mark G. Eramian, Ilya Ovsyannikov, William van der Kamp, Karsten Nielsen, Hema Sudhakar Duddu, Arafia Rumali, Steve Shirtliffe, Kirstin E. Bett
2019 — conf
Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features.
CVPR Workshops
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
2019 J jnl
Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features.
CoRR
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
2018 A conf
Classification of Crop Lodging with Gray Level Co-occurrence Matrix.
WACV
Sajith Rajapaksa, Mark G. Eramian, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin
2018 — conf
Data-Driven Multispectral Image Registration.
CRV
Rahat Yasir, Mark G. Eramian, Ian Stavness, Steve Shirtliffe, Hema Sudhakar Duddu
2018 A conf
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning.
WACV
Shubhra Aich, Anique Josuttes, Ilya Ovsyannikov, Keegan Strueby, Imran Ahmed, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe, Ian Stavness
2017 J jnl
DeepWheat: Estimating Phenotypic Traits From Images of Crops Using Deep Learning.
CoRR
Shubhra Aich, Imran Ahmed, Ilya Ovsyannikov, Ian Stavness, Anique Josuttes, Keegan Strueby, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe