Duddu, Hema Sudhakar

6 publications

ICCVW 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

ICCVW 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

WACV 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

CVPRW 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

WACV 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

WACV 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