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Weimin Zhou

20 papers hereh-index 12591 citations40 works total

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

author position
  • sole author2
  • first author9
  • middle author6
  • last author3

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • eess.IV10
  • eess.SP6
  • cs.CV3
  • physics.med-ph1
same name
  • Weimin Zhou — 20 papers, h 15
  • Weimin Zhou — 6 papers, h 15
  • Weimin Zhou — 4 papers, h 7
  • Weimin Zhou — 3 papers, h 2
  • Weimin Zhou — 3 papers, h 1
  • Weimin Zhou — 2 papers, h 3

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

activity
20192026
most citedApproximating the Ideal Observer and Hotelling Observer for binary signal detection tasks by use of supervised learning methods

47 citations · 101 across the 20 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

eess.IV2026

Score-Based Ideal Observer Approximation via Denoising Score Matching for Signal-Known-Exactly Detection Tasks

Weimin Zhou

The Bayesian Ideal Observer (IO) establishes the theoretical upper bound on task performance for binary detection tasks. However, analytical computation of the IO test statistic is…

eess.IV2026

Constructing efficient channels for ideal observers using the conjugate gradient method

Weimin Zhou

Task-based assessment of image quality (IQ) is critically important for the design and optimization of medical imaging systems. Ideal observers, including the Bayesian Ideal Observ…

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