Hema Sudhakar Duddu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Texture Features

Acquired Images

Top Venues

Publications

Yuemin Wang, Thuan Ha, Kathryn Aldridge, Hema Sudhakar Duddu, Steve Shirtliffe, Ian Stavness
Weed Mapping with Convolutional Neural Networks on High Resolution Whole-Field Images. ICCV (Workshops) (2023)
Thuan Ha, Yanben Shen, Hema Sudhakar Duddu, Eric Johnson, Steve J. Shirtliffe
Quantifying Hail Damage in Crops Using Sentinel-2 Imagery. Remote. Sens. 14 (4) (2022)
Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Kirstin Bett, Curtis Pozniak, Ian Stavness
From RGB to NIR: Predicting of near infrared reflectance from visible spectrum aerial images of crops. ICCVW (2021)
Thuan Ha, Hema Sudhakar Duddu, Kirstin Bett, Steve J. Shirtliffe
A Semi-Automatic Workflow to Extract Irregularly Aligned Plots and Sub-Plots: A Case Study on Lentil Breeding Populations. Remote. Sens. 13 (24) (2021)
Masoomeh Aslahishahri, Kevin G. Stanley, Hema Sudhakar Duddu, Steve Shirtliffe, Sally Vail, Ian Stavness
Spatial Super Resolution of Real-World Aerial Images for Image-Based Plant Phenotyping. Remote. Sens. 13 (12) (2021)
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
Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features. CoRR (2019)
Keshav D. Singh, Steve J. Shirtliffe, Hema Sudhakar Duddu
The Role of Bi-Directional Reflectance Correction in UAV-based Hyperspectral Imaging to Improve Data Robustness. WHISPERS (2019)
Imran Ahmed, Mark G. Eramian, Ilya Ovsyannikov, William van der Kamp, Karsten Nielsen, Hema Sudhakar Duddu, Arafia Rumali, Steve Shirtliffe, Kirstin Bett
Automatic Detection and Segmentation of Lentil Crop Breeding Plots From Multi-Spectral Images Captured by UAV-Mounted Camera. WACV (2019)
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
Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features. CVPR Workshops (2019)
Sajith Rajapaksa, Mark G. Eramian, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin
Classification of Crop Lodging with Gray Level Co-occurrence Matrix. WACV (2018)
Rahat Yasir, Mark G. Eramian, Ian Stavness, Steve Shirtliffe, Hema Sudhakar Duddu
Data-Driven Multispectral Image Registration. CRV (2018)
Shubhra Aich, Anique Josuttes, Ilya Ovsyannikov, Keegan Strueby, Imran Ahmed, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe, Ian Stavness
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning. WACV (2018)
Shubhra Aich, Imran Ahmed, Ilya Ovsyannikov, Ian Stavness, Anique Josuttes, Keegan Strueby, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe
DeepWheat: Estimating Phenotypic Traits From Images of Crops Using Deep Learning. CoRR (2017)