Koushik Nagasubramanian

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 5

Top Topics

Hyperspectral Imaging

Top Venues

ECCV Workshops (5)

Publications

Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping. CoRR (2020)
Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani, Seyed Vahid Mirnezami, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
How useful is Active Learning for Image-based Plant Phenotyping? CoRR (2020)
Koushik Nagasubramanian, Sarah Jones, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps. CoRR (2018)
Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. ECCV Workshops (5) (2018)
Koushik Nagasubramanian, Sarah Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. CoRR (2017)