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researcher

J. D. Preez

6 papers hereh-index 14581 citations73 works total

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

author position
  • middle author1
  • last author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedThe PAV algorithm optimizes binary proper scoring rules

27 citations · 40 across the 6 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021★ 1 cited

Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning

Dewald Homan, Johan A. du Preez

Prior work on plant species classification predominantly focuses on building models from isolated plant attributes. Hence, there is a need for tools that can assist in species iden…

cs.CV2021★ 1 cited

A Probabilistic Graphical Model Approach to the Structure-and-Motion Problem

Simon Streicher, Willie Brink, Johan du Preez

We present a means of formulating and solving the well known structure-and-motion problem in computer vision with probabilistic graphical models. We model the unknown camera poses…

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