Hema Sudhakar Duddu

According to our database, Hema Sudhakar Duddu authored at least 12 papers between 2017 and 2023.

Collaborative distances:

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

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

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

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 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 Bett, Curtis Pozniak, Ian Stavness

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

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 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