|Deepwheat: Estimating phenotypic traits from crop images with deep learning|
S Aich, A Josuttes, I Ovsyannikov, K Strueby, I Ahmed, HS Duddu, ...
2018 IEEE Winter conference on applications of computer vision (WACV), 323-332, 2018
|Crop lodging prediction from UAV-acquired images of wheat and canola using a DCNN augmented with handcrafted texture features|
S Mardanisamani, F Maleki, S Hosseinzadeh Kassani, S Rajapaksa, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
|Classification of crop lodging with gray level co-occurrence matrix|
S Rajapaksa, M Eramian, H Duddu, M Wang, S Shirtliffe, S Ryu, ...
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 251-258, 2018
|Increased seeding rate and multiple methods of mechanical weed control reduce weed biomass in a poorly competitive organic crop|
OS Alba, LD Syrovy, HSN Duddu, SJ Shirtliffe
Field Crops Research 245, 107648, 2020
|High-throughput UAV image-based method is more precise than manual rating of herbicide tolerance|
HSN Duddu, EN Johnson, CJ Willenborg, SJ Shirtliffe
Plant Phenomics, 2019
|Automatic detection and segmentation of lentil crop breeding plots from multi-spectral images captured by UAV-mounted camera|
I Ahmed, M Eramian, I Ovsyannikov, W van der Kamp, K Nielsen, ...
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1673-1681, 2019
|UAV-Based Hyperspectral Imaging Technique to Estimate Canola (Brassica napus L.) Seedpods Maturity|
KD Singh, HSN Duddu, S Vail, I Parkin, SJ Shirtliffe
Canadian Journal of Remote Sensing 47 (1), 33-47, 2021
|Does yield loss due to weed competition differ between organic and conventional cropping systems?|
D Benaragama, SJ Shirtliffe, EN Johnson, HSN Duddu, LD Syrovy
Weed Research 56 (4), 274-283, 2016
|From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops|
M Aslahishahri, KG Stanley, H Duddu, S Shirtliffe, S Vail, K Bett, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
|Developing an integrated weed management system for herbicide-resistant weeds using lentil (Lens culinaris) as a model crop|
C Redlick, LD Syrovy, HSN Duddu, D Benaragama, EN Johnson, ...
Weed Science 65 (6), 778-786, 2017
|Phenotyping Flowering in Canola (Brassica napus L.) and Estimating Seed Yield Using an Unmanned Aerial Vehicle-Based Imagery|
T Zhang, S Vail, HSN Duddu, IAP Parkin, X Guo, EN Johnson, SJ Shirtliffe
Frontiers in Plant Science 12, 686332, 2021
|Variation of seed dormancy and germination ecology of cowcockle (Vaccaria hispanica)|
HSN Duddu, SJ Shirtliffe
Weed Science 62 (3), 483-492, 2014
|Image-Based Rapid Estimation of Frost Damage in Canola (Brassica napus L.)|
HSN Duddu, V Pajic, SD Noble, KK Tanino, SJ Shirtliffe
Canadian Journal of remote sensing 44 (2), 169-175, 2018
|Quantifying hail damage in crops using sentinel-2 imagery|
T Ha, Y Shen, H Duddu, E Johnson, SJ Shirtliffe
Remote Sensing 14 (4), 951, 2022
|Data-driven multispectral image registration|
R Yasir, M Eramian, I Stavness, S Shirtliffe, H Duddu
2018 15th Conference on Computer and Robot Vision (CRV), 230-237, 2018
|Spatial super resolution of real-world aerial images for image-based plant phenotyping|
M Aslahishahri, KG Stanley, H Duddu, S Shirtliffe, S Vail, I Stavness
Remote Sensing 13 (12), 2308, 2021
|Field pea and lentil tolerance to interrow cultivation|
KA Stanley, SJ Shirtliffe, D Benaragama, LD Syrovy, HSN Duddu
Weed Technology 32 (2), 205-210, 2018
|Effect of seeding rate on dose response of wild mustard (Sinapis arvensis) to fluthiacet-methyl|
C Redlick, HSN Duddu, LD Syrovy, CJ Willenborg, EN Johnson, ...
Weed Science 65 (4), 525-533, 2017
|Effects of pollination timing and distance on seed production in a dioecious weed Silene latifolia|
JF Anderson, HSN Duddu, SJ Shirtliffe, D Benaragama, LD Syrovy, ...
Acta Oecologica 69, 153-160, 2015
|A semi‐automatic workflow for plot boundary extraction of irregularly sized and spaced field plots from UAV imagery|
T Ha, H Duddu, A Vandenberg, S Shirtliffe
The Plant Phenome Journal 5 (1), e20039, 2022