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researcher

M. Lawford

17 papers hereh-index 212.1k citations144 works total

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

author position
  • middle author12
  • last author5

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.SE8
  • cs.LG3
  • cs.RO3
  • cs.HC1
  • cs.LO1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedNovel Fundus Image Preprocessing for Retcam Images to Improve Deep Learning Classification of Retinopathy of Prematurity

6 citations · 16 across the 17 of their papers we have counts for

collaborators
Showing cs.ROShow all

3 papers · 1 filter

cs.RO2026

Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets

Stefan Ramdhan, Kyanna Dagenais, Vera Pantelic +2

Extracting scenarios from unlabelled real-world sensor data streams is a critical but challenging task in the development process of automated driving systems (ADS). Automatically…

cs.RO2025

Engineering Automotive Digital Twins on Standardized Architectures: A Case Study

Stefan Ramdhan, Winnie Trandinh, Istvan David +2

Digital twin (DT) technology has become of interest in the automotive industry. There is a growing need for smarter services that utilize the unique capabilities of DTs, ranging fr…

cs.RO2024

Simulation-based Analysis of a Novel Loop-based Road Topology for Autonomous Vehicles

Stefan Ramdhan, Winnie Trandinh, Sathurshan Arulmohan +6

The challenges in implementing SAE Level 4/5 autonomous vehicles are manifold, with intersection navigation being a pervasive one. We analyze a novel road topology invented by a co…

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