Adrian Muscat

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Image Description

Automated Segmentation

Spatial Relations

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Aleksandar Armacki, Nemanja Milosevic, Dragana Bajovic, S. Kar, Dusan Jakovetic, Arian Bakhtiarnia, Lukas Esterle, Adrian Muscat, T. Festi
Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. EUSIPCO (2023)
Blazej Leporowski, Arian Bakhtiarnia, Nicole Bonnici, Adrian Muscat, Luca Zanella, Yiming Wang, Alexandros Iosifidis
Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos. CoRR (2023)
Brandon Birmingham, Adrian Muscat
KENGIC: KEyword-driven and N-Gram Graph based Image Captioning. CoRR (2023)
Brandon Birmingham, Adrian Muscat
Multi Spatial Relation Detection in Images. Spatial Cogn. Comput. 22 (3-4) (2022)
Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt
Face2Text revisited: Improved data set and baseline results. CoRR (2022)
Stefan Cassar, Adrian Muscat, Dylan Seychell
Predicting Relative Depth between Objects from Semantic Features. CoRR (2021)
Daniel Cauchi, Adrian Muscat
One vs Previous and Similar Classes Learning - A Comparative Study. CoRR (2021)
Marc Tanti, Camille Berruyer, Paul Tafforeau, Adrian Muscat, Reuben A. Farrugia, Kenneth Scerri, Gianluca Valentino, V. Armando Solé, Johann A. Briffa
Automated segmentation of microtomography imaging of Egyptian mummies. CoRR (2021)
Gabriel Farrugia, Adrian Muscat
Explaining Spatial Relation Detection using Layerwise Relevance Propagation. VISIGRAPP (5: VISAPP) (2020)
Brandon Birmingham, Adrian Muscat
Clustering-based Model for Predicting Multi-spatial Relations in Images. ICINCO (2) (2019)
Noel Mizzi, Adrian Muscat
Optimising the Input Image to Improve Visual Relationship Detection. CoRR (2019)
Michael P. J. Camilleri, Adrian Muscat, Victor J. Buttigieg, Maria Attard
VJAĠĠ - A Thick-Client Smart-Phone Journey Detection Algorithm. CoRR (2019)
Marc Tanti, Albert Gatt, Adrian Muscat
Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions. ECCV Workshops (4) (2018)
Anja Belz, Adrian Muscat, Pierre Anguill, Mouhamadou Sow, Gaetan Vincent, Yassine Zinessabah
SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects. INLG (2018)
Marc Tanti, Albert Gatt, Adrian Muscat
Pre-gen metrics: Predicting caption quality metrics without generating captions. CoRR (2018)
Brandon Birmingham, Adrian Muscat, Anja Belz
Adding the Third Dimension to Spatial Relation Detection in 2D Images. INLG (2018)
Albert Gatt, Marc Tanti, Adrian Muscat, Patrizia Paggio, Reuben A. Farrugia, Claudia Borg, Kenneth P. Camilleri, Mike Rosner, Lonneke van der Plas
Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions. LREC (2018)
Albert Gatt, Marc Tanti, Adrian Muscat, Patrizia Paggio, Reuben A. Farrugia, Claudia Borg, Kenneth P. Camilleri, Mike Rosner, Lonneke van der Plas
Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions. CoRR (2018)
Brandon Birmingham, Adrian Muscat
The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System. VL@EACL (2017)
Adrian Muscat, Anja Belz
Learning to Generate Descriptions of Visual Data Anchored in Spatial Relations. IEEE Comput. Intell. Mag. 12 (3) (2017)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). IJCAI (2017)
Anja Belz, Adrian Muscat, Brandon Birmingham, Jessie Levacher, Julie Pain, Adam Quinquenel
Effect of Data Annotation, Feature Selection and Model Choice on Spatial Description Generation in French. INLG (2016)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. CoRR (2016)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. J. Artif. Intell. Res. 55 (2016)
Anja Belz, Adrian Muscat, Brandon Birmingham
Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. VL@ACL (2016)
Anja Belz, Adrian Muscat, Maxime Aberton, Sami Benjelloun
Describing Spatial Relationships between Objects in Images in English and French. VL@EMNLP (2015)
Adrian Muscat, Anja Belz
Generating Descriptions of Spatial Relations between Objects in Images. ENLG (2015)
Reuben A. Farrugia, Chris Galea, Saviour Zammit, Adrian Muscat
Objective video quality metrics for HDTV services: A survey. EUROCON (2013)