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Arnold W. Schumann

2 papers hereh-index 488 citations7 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2
same name
  • Arnold W. Schumann — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedDeep Learning Techniques for In-Crop Weed Identification: A Review

80 citations · 80 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2025

PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach

Nitin Rai, Arnold W. Schumann, Nathan Boyd

Collecting large-scale crop disease images in the field is labor-intensive and time-consuming. Generative models (GMs) offer an alternative by creating synthetic samples that resem…

cs.CV2021★ 80 cited

Deep Learning Techniques for In-Crop Weed Identification: A Review

Kun Hu, Zhiyong Wang, Guy Coleman +6

Weeds are a significant threat to the agricultural productivity and the environment. The increasing demand for sustainable agriculture has driven innovations in accurate weed contr…

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