Curtis Pozniak

According to our database, Curtis Pozniak authored at least 9 papers between 2017 and 2021.

Collaborative distances:

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

2021

Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity.

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

CoRR, 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

2020

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.

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

CoRR, 2020

Evaluation of variant calling tools for large plant genome re-sequencing.

Zhen Yao, Frank M. You, Amidou N'Diaye, Ron E. Knox, Curt McCartney, Colin W. Hiebert, Curtis Pozniak, Wayne Xu

BMC Bioinform., 2020

AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images.

Jordan R. Ubbens, Tewodros W. Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

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

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