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Hema Duddu
Hema Duddu
Verified email at agr.gc.ca
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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
582018
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
472019
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
242020
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
242018
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
212019
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, 2019
202019
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
192016
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
132021
Variation of seed dormancy and germination ecology of cowcockle (Vaccaria hispanica)
HSN Duddu, SJ Shirtliffe
Weed Science 62 (3), 483-492, 2014
132014
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
122018
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
112017
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
82021
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
72021
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
72018
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
72018
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
52017
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
42022
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
42021
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
42015
Automatic microplot localization using uav images and a hierarchical image-based optimization method
S Mardanisamani, TW Ayalew, MA Badhon, NA Khan, G Hasnat, H Duddu, ...
Plant Phenomics 2021, 2021
22021
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