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researcher

Koushik Nagasubramanian

4 papers hereh-index 141.1k citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV4

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedExplaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps

35 citations · 43 across the 3 of their papers we have counts for

collaborators
Showing 2020 · cs.CVShow all

2 papers · 2 filters

cs.CV2020★ 6 cited

Usefulness of interpretability methods to explain deep learning based plant stress phenotyping

Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh +2

Deep learning techniques have been successfully deployed for automating plant stress identification and quantification. In recent years, there is a growing push towards training mo…

cs.CV2020

How useful is Active Learning for Image-based Plant Phenotyping?

Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani +5

Deep learning models have been successfully deployed for a diverse array of image-based plant phenotyping applications including disease detection and classification. However, succ…

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