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Curtis Pozniak
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2020 – today
- 2021
- [c5]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: 1312-1322 - [i5]Etienne David, Mario Serouart, Daniel Smith, Simon Madec, Kaaviya Velumani, Shouyang Liu, Xu Wang, Francisco Pinto Espinosa, Shahameh Shafiee, Izzat S. A. Tahir, Hisashi Tsujimoto, Shuhei Nasuda, Bangyou Zheng, Norbert Kichgessner, Helge Aasen, Andreas Hund, Pouria Sadeghi-Tehran, Koichi Nagasawa, Goro Ishikawa, Sébastien Dandrifosse, Alexis Carlier, Benoit Mercatoris, Ken Kuroki, Haozhou Wang, Masanori Ishii, Minhajul A. Badhon, Curtis Pozniak, David Shaner LeBauer, Morten Lilimo, Jesse Poland, Scott C. Chapman, Benoit de Solan, Frédéric Baret, Ian Stavness, Wei Guo:
Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. CoRR abs/2105.07660 (2021) - 2020
- [j1]Zhen Yao, Frank M. You, Amidou N'Diaye
Evaluation of variant calling tools for large plant genome re-sequencing. BMC Bioinform. 21(1): 360 (2020) - [c4]Jordan R. Ubbens
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images. ECCV Workshops (6) 2020: 391-399 - [i4]Etienne David, Simon Madec, Pouria Sadeghi-Tehran, Helge Aasen, B. Zheng, Shouyang Liu, Norbert Kirchgeßner, Goro Ishikawa, Koichi Nagasawa, Minhajul A. Badhon, Curtis Pozniak, Benoit de Solan, Andreas Hund, Scott C. Chapman, Frédéric Baret, Ian Stavness, Wei Guo:
Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods. CoRR abs/2005.02162 (2020) - [i3]Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness:
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images. CoRR abs/2007.09178 (2020)
2010 – 2019
- 2019
- [c3]Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe
Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features. CVPR Workshops 2019: 2657-2664 - [i2]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 abs/1906.07771 (2019) - 2018
- [c2]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: 251-258 - [c1]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: 323-332 - 2017
- [i1]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 abs/1710.00241 (2017)
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