Iterative image segmentation of plant roots for high-throughput phenotyping
Seidenthal, Kyle, Panjvani, Karim, Chandnani, Rahul, Kochian, Leon, Eramian, Mark
Published in Scientific reports (04.10.2022)
Published in Scientific reports (04.10.2022)
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Journal Article
Explainable deep learning in plant phenotyping
Mostafa, Sakib, Mondal, Debajyoti, Panjvani, Karim, Kochian, Leon, Stavness, Ian
Published in Frontiers in artificial intelligence (19.09.2023)
Published in Frontiers in artificial intelligence (19.09.2023)
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Journal Article
Multi-Focus Fusion Technique on Low-Cost Camera Images for Canola Phenotyping
Cao, Thang, Dinh, Anh, Wahid, Khan A, Panjvani, Karim, Vail, Sally
Published in Sensors (Basel, Switzerland) (08.06.2018)
Published in Sensors (Basel, Switzerland) (08.06.2018)
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Journal Article
Application of an Improved 2-Dimensional High-Throughput Soybean Root Phenotyping Platform to Identify Novel Genetic Variants Regulating Root Architecture Traits
Chandnani, Rahul, Qin, Tongfei, Ye, Heng, Hu, Haifei, Panjvani, Karim, Tokizawa, Mutsutomo, Macias, Javier Mora, Medina, Alma Armenta, Bernardino, Karine, Pradier, Pierre-Luc, Banik, Pankaj, Mooney, Ashlyn, V. Magalhaes, Jurandir, T. Nguyen, Henry, Kochian, Leon V.
Published in Plant phenomics (2023)
Published in Plant phenomics (2023)
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Journal Article
Evaluation of variation in seedling root architectural traits and their potential association with nitrogen fixation and agronomic traits in field pea accessions
Dhillon, Loveleen Kaur, Chandnani, Rahul, Nakhforoosh, Alireza, Qin, Tongfei, Panjvani, Karim, Feurtado, J. Allan, Kochian, Leon, Warkentin, Thomas D.
Published in Crop science (01.05.2024)
Published in Crop science (01.05.2024)
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Journal Article
Constitutive basis of root system architecture: uncovering a promising trait for breeding nutrient- and drought-resilient crops
Liu, Zhigang, Qin, Tongfei, Atienza, Michaella, Zhao, Yang, Nguyen, Hanh, Sheng, Huajin, Olukayode, Toluwase, Song, Hao, Panjvani, Karim, Magalhaes, Jurandir, Lucas, William J., Kochian, Leon V.
Published in aBIOTECH (01.12.2023)
Published in aBIOTECH (01.12.2023)
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Journal Article
Plant Root Occlusion Inpainting with Generative Adversarial Network
Song, Hao, Panjvani, Karim, Liu, Zhigang, Amar, Huzaifa, Kochian, Leon, Ye, Shengjian, Yang, Xuan, Feurtado, J. Allan, Chavda, Krunal, Chimbo Huatatoca, Karina Angela, Eramian, Mark
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02.10.2023)
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02.10.2023)
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Conference Proceeding
Regression based algorithms for predicting age of an Arabidopsis plant
Panjvani, Karim, Dinh, Anh, Wahid, Khan, Bhowmik, Pankaj
Published in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE) (01.04.2017)
Published in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE) (01.04.2017)
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Conference Proceeding
An approach to detect branches and seedpods based on 3D image in low-cost plant phenotyping platform
Thang Cao, Panjvani, Karim, Dinh, Anh, Wahid, Khan, Bhowmik, Pankaj
Published in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE) (01.04.2017)
Published in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE) (01.04.2017)
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Conference Proceeding