Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. - Laura Jamieson; Carlos Francisco Moreno-García; Eyad Elyan (IJCNN, 2020)

Deep learning for symbols detection and classification in engineering drawings. - Eyad Elyan; Laura Jamieson; Adamu Ali-Gombe (Neural Networks, 2020)

A Multiclass Imbalanced Dataset Classification of Symbols from Piping and Instrumentation Diagrams. - Laura Jamieson; Carlos Francisco Moreno-García; Eyad Elyan (ICDAR (1), 2024)

A review of deep learning methods for digitisation of complex documents and engineering diagrams. - Laura Jamieson; Carlos Francisco Moreno-García; Eyad Elyan (Artif. Intell. Rev., 2024)

Few-Shot Symbol Detection in Engineering Drawings. - Laura Jamieson; Eyad Elyan; Carlos Francisco Moreno-García (Appl. Artif. Intell., 2024)

Towards fully automated processing and analysis of construction diagrams: AI-powered symbol detection. - Laura Jamieson; Carlos Francisco Moreno-García; Eyad Elyan (Int. J. Document Anal. Recognit., 2025)