Steve Shirtliffe

According to our database, Steve Shirtliffe authored at least 19 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The Normalized Difference Layer: A Differentiable Spectral Index Formulation for Deep Learning.

Ali Lotfi, Adam Carter, Mohammad Meysami, Thuan Ha, Kwabena Abrefa Nketia, Steve Shirtliffe

CoRR, January, 2026

2025

Automated Discovery of Parsimonious Spectral Indices via Normalized Difference Polynomials.

Ali Lotfi, Adam Carter, Thuan Ha, Mohammad Meysami, Kwabena Abrefa Nketia, Steve Shirtliffe

CoRR, December, 2025

2024

Canola Phenology Mapping Using Optical and Synthetic Aperture Radar (Sar) in Canada.

Hansanee Fernando, Kwabena Abrefa Nketia, Thuan Ha, Sarah Van Steenbergen, Heather McNairn, Steve J. Shirtliffe

Proceedings of the IGARSS 2024, 2024

2023

Weed Mapping with Convolutional Neural Networks on High Resolution Whole-Field Images.

Yuemin Wang, Thuan Ha, Kathryn Aldridge, Hema Sudhakar Duddu, Steve Shirtliffe, Ian Stavness

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Utilization of hyperspectral imaging to characterize herbicide phytotoxicity in oat and mustard.

Prabahar Ravichandran, Keshav D. Singh, Charles M. Geddes, Breanne Tidemann, Eric Johnson, Steve Shirtliffe, Thomas K. Turkington, Manoj Natarajan

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022

Multi-Horizon Predictive Soil Mapping of Historical Soil Properties Using Remote Sensing Imagery.

Preston T. Sorenson, Jeremy Kiss, Angela K. Bedard-Haughn, Steve Shirtliffe

Remote. Sens., 2022

Quantifying Hail Damage in Crops Using Sentinel-2 Imagery.

Thuan Ha, Yanben Shen, Hema Sudhakar Duddu, Eric Johnson, Steve J. Shirtliffe

Remote. Sens., 2022

High-Resolution Flowering Index for Canola Yield Modelling.

Hansanee Fernando, Thuan Ha, Anjika Attanayake, Dilshan Benaragama, Kwabena Abrefa Nketia, Olakorede Kanmi-Obembe, Steve Shirtliffe

Remote. Sens., 2022

2021

A Semi-Automatic Workflow to Extract Irregularly Aligned Plots and Sub-Plots: A Case Study on Lentil Breeding Populations.

Thuan Ha, Hema Sudhakar Duddu, Kirstin E. Bett, Steve J. Shirtliffe

Remote. Sens., 2021

Spatial Super Resolution of Real-World Aerial Images for Image-Based Plant Phenotyping.

Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Ian Stavness

Remote. Sens., 2021

From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops.

Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Kirstin E. Bett, Curtis Pozniak, Ian Stavness

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

2020

AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images.

Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

The Role of Bi-Directional Reflectance Correction in UAV-based Hyperspectral Imaging to Improve Data Robustness.

Keshav D. Singh, Steve J. Shirtliffe, Hema Sudhakar Duddu

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Automatic Detection and Segmentation of Lentil Crop Breeding Plots From Multi-Spectral Images Captured by UAV-Mounted Camera.

Imran Ahmed, Mark G. Eramian, Ilya Ovsyannikov, William van der Kamp, Karsten Nielsen, Hema Sudhakar Duddu, Arafia Rumali, Steve Shirtliffe, Kirstin E. Bett

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Classification of Crop Lodging with Gray Level Co-occurrence Matrix.

Sajith Rajapaksa, Mark G. Eramian, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning.

Shubhra Aich, Anique Josuttes, Ilya Ovsyannikov, Keegan Strueby, Imran Ahmed, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe, Ian Stavness

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Data-Driven Multispectral Image Registration.

Rahat Yasir, Mark G. Eramian, Ian Stavness, Steve Shirtliffe, Hema Sudhakar Duddu

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017

DeepWheat: Estimating Phenotypic Traits From Images of Crops Using Deep Learning.

Shubhra Aich, Imran Ahmed, Ilya Ovsyannikov, Ian Stavness, Anique Josuttes, Keegan Strueby, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe

CoRR, 2017