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researcher

Johan Pieter de Villiers

2 papers here

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

author position
  • last author2

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

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedOne Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Online Meta-learning for AutoML in Real-time (OnMAR)

Mia Gerber, Anna Sergeevna Bosman, Johan Pieter de Villiers

Automated machine learning (AutoML) is a research area focusing on using optimisation techniques to design machine learning (ML) algorithms, alleviating the need for a human to per…

cs.CV2024★ 1 cited

One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation

Paul Johannes Claasen, Johan Pieter de Villiers

A novel online MOT algorithm, IMM Joint Homography State Estimation (IMM-JHSE), is proposed. IMM-JHSE uses an initial homography estimate as the only additional 3D information, whe…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.