Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems
Nagasubramanian, Koushik, Jones, Sarah, Sarkar, Soumik, Singh, Asheesh K, Singh, Arti, Ganapathysubramanian, Baskar
Published in Plant methods (03.10.2018)
Published in Plant methods (03.10.2018)
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Journal Article
Development of Optimized Phenomic Predictors for Efficient Plant Breeding Decisions Using Phenomic-Assisted Selection in Soybean
Parmley, Kyle, Nagasubramanian, Koushik, Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Asheesh K
Published in Plant phenomics (01.01.2019)
Published in Plant phenomics (01.01.2019)
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Journal Article
Self-supervised maize kernel classification and segmentation for embryo identification
Dong, David, Nagasubramanian, Koushik, Wang, Ruidong, Frei, Ursula K, Jubery, Talukder Z, Lübberstedt, Thomas, Ganapathysubramanian, Baskar
Published in Frontiers in plant science (14.04.2023)
Published in Frontiers in plant science (14.04.2023)
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Journal Article
Automated trichome counting in soybean using advanced image‐processing techniques
Mirnezami, Seyed Vahid, Young, Therin, Assefa, Teshale, Prichard, Shelby, Nagasubramanian, Koushik, Sandhu, Kulbir, Sarkar, Soumik, Sundararajan, Sriram, O’Neal, Matt E., Ganapathysubramanian, Baskar, Singh, Arti
Published in Applications in plant sciences (01.07.2020)
Published in Applications in plant sciences (01.07.2020)
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Journal Article
How useful is active learning for image‐based plant phenotyping?
Nagasubramanian, Koushik, Jubery, Talukder, Fotouhi Ardakani, Fateme, Mirnezami, Seyed Vahid, Singh, Asheesh K, Singh, Arti, Sarkar, Soumik, Ganapathysubramanian, Baskar
Published in Plant phenome journal (2021)
Published in Plant phenome journal (2021)
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Journal Article
Self‐supervised learning improves classification of agriculturally important insect pests in plants
Kar, Soumyashree, Nagasubramanian, Koushik, Elango, Dinakaran, Carroll, Matthew E., Abel, Craig A., Nair, Ajay, Mueller, Daren S., O'Neal, Matthew E., Singh, Asheesh K., Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Arti
Published in Plant phenome journal (01.12.2023)
Published in Plant phenome journal (01.12.2023)
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Journal Article
Cyber-agricultural systems for crop breeding and sustainable production
Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Arti, Fotouhi, Fateme, Kar, Soumyashree, Nagasubramanian, Koushik, Chowdhary, Girish, Das, Sajal K., Kantor, George, Krishnamurthy, Adarsh, Merchant, Nirav, Singh, Asheesh K.
Published in Trends in plant science (01.02.2024)
Published in Trends in plant science (01.02.2024)
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Journal Article
NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images
Arad, Boaz, Liu, Dong, Wu, Feng, Lanaras, Charis, Galliani, Silvano, Schindler, Konrad, Stiebel, Tarek, Koppers, Simon, Seltsam, Philipp, Zhou, Ruofan, El Helou, Majed, Ben-Shahar, Ohad, Lahoud, Fayez, Shahpaski, Marjan, Zheng, Ke, Gao, Lianru, Zhang, Bing, Cui, Ximin, Yu, Haoyang, Can, Yigit Baran, Alvarez-Gila, Aitor, van de Weijer, Joost, Timofte, Radu, Garrote, Estibaliz, Galdran, Adrian, Sharma, Manoj, Koundinya, Sriharsha, Upadhyay, Avinash, Manekar, Raunak, Mukhopadhyay, Rudrabha, Sharma, Himanshu, Chaudhury, Santanu, Nagasubramanian, Koushik, Van Gool, Luc, Ghosal, Sambuddha, Singh, Asheesh K., Singh, Arti, Ganapathysubramanian, Baskar, Sarkar, Soumik, Zhang, Lei, Yang, Ming-Hsuan, Xiong, Zhiwei, Chen, Chang, Shi, Zhan
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
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Conference Proceeding
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping
Nagasubramanian, Koushik, Singh, Asheesh K, Singh, Arti, Sarkar, Soumik, Ganapathysubramanian, Baskar
Year of Publication 11.07.2020
Year of Publication 11.07.2020
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Journal Article
How useful is Active Learning for Image-based Plant Phenotyping?
Nagasubramanian, Koushik, Jubery, Talukder Z, Ardakani, Fateme Fotouhi, Mirnezami, Seyed Vahid, Singh, Asheesh K, Singh, Arti, Sarkar, Soumik, Ganapathysubramanian, Baskar
Year of Publication 07.06.2020
Year of Publication 07.06.2020
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Journal Article
On load disaggregation using discrete events
Thokala, Naveen Kumar, Chandra, M. Girish, Nagasubramanian, Koushik
Published in 2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia) (01.11.2016)
Published in 2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia) (01.11.2016)
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Conference Proceeding
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps
Nagasubramanian, Koushik, Jones, Sarah, Singh, Asheesh K, Singh, Arti, Ganapathysubramanian, Baskar, Sarkar, Soumik
Year of Publication 23.04.2018
Year of Publication 23.04.2018
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Journal Article
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean
Nagasubramanian, Koushik, Jones, Sarah, Sarkar, Soumik, Singh, Asheesh K, Singh, Arti, Ganapathysubramanian, Baskar
Year of Publication 12.10.2017
Year of Publication 12.10.2017
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Journal Article