Objective video quality metrics for HDTV services: A survey. - Reuben A. Farrugia; Chris Galea; Saviour Zammit; Adrian Muscat (EUROCON, 2013)

Describing Spatial Relationships between Objects in Images in English and French. - Anja Belz; Adrian Muscat; Maxime Aberton; Sami Benjelloun (VL@EMNLP, 2015)

Generating Descriptions of Spatial Relations between Objects in Images. - Adrian Muscat; Anja Belz (ENLG, 2015)

Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. - Anja Belz; Adrian Muscat; Brandon Birmingham (VL@ACL, 2016)

Effect of Data Annotation, Feature Selection and Model Choice on Spatial Description Generation in French. - Anja Belz; Adrian Muscat; Brandon Birmingham; Jessie Levacher; Julie Pain; Adam Quinquenel (INLG, 2016)

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. - Raffaella Bernardi; Ruket Çakici; Desmond Elliott; Aykut Erdem; Erkut Erdem; Nazli Ikizler-Cinbis; Frank Keller; Adrian Muscat; Barbara Plank (J. Artif. Intell. Res., 2016)

The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System. - Brandon Birmingham; Adrian Muscat (VL@EACL, 2017)

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). - Raffaella Bernardi; Ruket Çakici; Desmond Elliott; Aykut Erdem; Erkut Erdem; Nazli Ikizler-Cinbis; Frank Keller; Adrian Muscat; Barbara Plank (IJCAI, 2017)

Learning to Generate Descriptions of Visual Data Anchored in Spatial Relations. - Adrian Muscat; Anja Belz (IEEE Comput. Intell. Mag., 2017)

Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions. - Marc Tanti; Albert Gatt; Adrian Muscat (ECCV Workshops (4), 2018)

SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects. - Anja Belz; Adrian Muscat; Pierre Anguill; Mouhamadou Sow; Gaetan Vincent; Yassine Zinessabah (INLG, 2018)

Adding the Third Dimension to Spatial Relation Detection in 2D Images. - Brandon Birmingham; Adrian Muscat; Anja Belz (INLG, 2018)

Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions. - Albert Gatt; Marc Tanti; Adrian Muscat; Patrizia Paggio; Reuben A. Farrugia; Claudia Borg; Kenneth P. Camilleri; Mike Rosner; Lonneke van der Plas (LREC, 2018)

Clustering-based Model for Predicting Multi-spatial Relations in Images. - Brandon Birmingham; Adrian Muscat (ICINCO (2), 2019)

Optimising the Input Image to Improve Visual Relationship Detection. - Noel Mizzi; Adrian Muscat (CoRR, 2019)

VJAĠĠ - A Thick-Client Smart-Phone Journey Detection Algorithm. - Michael P. J. Camilleri; Adrian Muscat; Victor J. Buttigieg; Maria Attard (CoRR, 2019)

Explaining Spatial Relation Detection using Layerwise Relevance Propagation. - Gabriel Farrugia; Adrian Muscat (VISIGRAPP (5: VISAPP), 2020)

One vs Previous and Similar Classes Learning - A Comparative Study. - Daniel Cauchi; Adrian Muscat (CoRR, 2021)

Predicting Relative Depth between Objects from Semantic Features. - Stefan Cassar; Adrian Muscat; Dylan Seychell (CoRR, 2021)

Automated segmentation of microtomography imaging of Egyptian mummies. - Marc Tanti; Camille Berruyer; Paul Tafforeau; Adrian Muscat; Reuben A. Farrugia; Kenneth Scerri; Gianluca Valentino; V. Armando Solé; Johann A. Briffa (CoRR, 2021)

Face2Text revisited: Improved data set and baseline results. - Marc Tanti; Shaun Abdilla; Adrian Muscat; Claudia Borg; Reuben A. Farrugia; Albert Gatt (CoRR, 2022)

Multi Spatial Relation Detection in Images. - Brandon Birmingham; Adrian Muscat (Spatial Cogn. Comput., 2022)

Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. - Aleksandar Armacki; Nemanja Milosevic; Dragana Bajovic; Soummya Kar; Dusan Jakovetic; Arian Bakhtiarnia; Lukas Esterle; Adrian Muscat; Thomas Festi (EUSIPCO, 2023)

KENGIC: KEyword-driven and N-Gram Graph based Image Captioning. - Brandon Birmingham; Adrian Muscat (CoRR, 2023)

Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos. - Blazej Leporowski; Arian Bakhtiarnia; Nicole Bonnici; Adrian Muscat; Luca Zanella; Yiming Wang 002; Alexandros Iosifidis (CoRR, 2023)

MAVAD: Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos. - Blazej Leporowski; Arian Bakhtiarnia; Nicole Bonnici; Adrian Muscat; Luca Zanella; Yiming Wang 002; Alexandros Iosifidis (ICIP, 2024)