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researcher

Simon Denman

78 papers hereh-index 477.1k citations234 works total

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

author position
  • middle author73
  • last author4

Across the 77 of 78 papers where every author was matched, so the position is known.

fields
  • cs.CV55
  • cs.LG10
  • eess.SP5
  • cs.SD2
  • eess.AS2
  • eess.IV2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedGraph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future

266 citations · 1.1k across the 69 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.RO2024

Online 6DoF Global Localisation in Forests using Semantically-Guided Re-Localisation and Cross-View Factor-Graph Optimisation

Lucas Carvalho de Lima, Ethan Griffiths, Maryam Haghighat +5

This paper presents FGLoc6D, a novel approach for robust global localisation and online 6DoF pose estimation of ground robots in forest environments by leveraging deep semantically…

cs.LG2024

Part-based Quantitative Analysis for Heatmaps

Osman Tursun, Sinan Kalkan, Simon Denman +2

Heatmaps have been instrumental in helping understand deep network decisions, and are a common approach for Explainable AI (XAI). While significant progress has been made in enhanc…

eess.SP2024

Automatic Radar Signal Detection and FFT Estimation using Deep Learning

Akila Pemasiri, Zi Huang, Fraser Williams +4

This paper addresses a critical preliminary step in radar signal processing: detecting the presence of a radar signal and robustly estimating its bandwidth. Existing methods which…

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