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researcher

Alexander Hepburn

9 papers here

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

author position
  • first author4
  • middle author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG3
  • cs.SD1
same name
  • Alexander Hepburn — 7 papers, h 1
  • Alexander Hepburn — 1 paper

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
20192023
most citedPerceptNet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance

16 citations · 38 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.SD2023★ 1 cited

What You Hear Is What You See: Audio Quality Metrics From Image Quality Metrics

Tashi Namgyal, Alexander Hepburn, Raul Santos-Rodriguez +2

In this study, we investigate the feasibility of utilizing state-of-the-art image perceptual metrics for evaluating audio signals by representing them as spectrograms. The encourag…

cs.CV2023

Image Statistics Predict the Sensitivity of Perceptual Quality Metrics

Alexander Hepburn, Valero Laparra, Raúl Santos-Rodriguez +1

Previously, Barlow and Attneave hypothesised a link between biological vision and information maximisation. Following Shannon, information was defined using the probability of natu…

cs.LG2023

Identification, explanation and clinical evaluation of hospital patient subtypes

Enrico Werner, Jeffrey N. Clark, Ranjeet S. Bhamber +5

We present a pipeline in which unsupervised machine learning techniques are used to automatically identify subtypes of hospital patients admitted between 2017 and 2021 in a large U…

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