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Journal Articles
- 2022
[j3]Brandon Birmingham
, Adrian Muscat:
Multi Spatial Relation Detection in Images. Spatial Cogn. Comput. 22(3-4): 293-327 (2022)- 2017
- [j2]Adrian Muscat, Anja Belz:
Learning to Generate Descriptions of Visual Data Anchored in Spatial Relations. IEEE Comput. Intell. Mag. 12(3): 29-42 (2017) - 2016
- [j1]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: 409-442 (2016)
Conference and Workshop Papers
- 2023
- [c14]Aleksandar Armacki, Nemanja Milosevic, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Arian Bakhtiarnia, Lukas Esterle, Adrian Muscat, Thomas Festi:
Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. EUSIPCO 2023: 875-879 - 2020
- [c13]Gabriel Farrugia, Adrian Muscat:
Explaining Spatial Relation Detection using Layerwise Relevance Propagation. VISIGRAPP (5: VISAPP) 2020: 378-385 - 2019
- [c12]Brandon Birmingham, Adrian Muscat:
Clustering-based Model for Predicting Multi-spatial Relations in Images. ICINCO (2) 2019: 147-156 - 2018
- [c11]Marc Tanti, Albert Gatt, Adrian Muscat:
Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions. ECCV Workshops (4) 2018: 114-123 - [c10]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: 140-145 - [c9]Brandon Birmingham, Adrian Muscat, Anja Belz:
Adding the Third Dimension to Spatial Relation Detection in 2D Images. INLG 2018: 146-151 - [c8]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 - 2017
- [c7]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: 11-20 - [c6]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: 4970-4974 - 2016
- [c5]Anja Belz, Adrian Muscat, Brandon Birmingham:
Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. VL@ACL 2016 - [c4]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: 237-241 - 2015
- [c3]Anja Belz, Adrian Muscat, Maxime Aberton, Sami Benjelloun:
Describing Spatial Relationships between Objects in Images in English and French. VL@EMNLP 2015: 104-113 - [c2]Adrian Muscat, Anja Belz:
Generating Descriptions of Spatial Relations between Objects in Images. ENLG 2015: 100-104 - 2013
- [c1]Reuben A. Farrugia, Chris Galea, Saviour Zammit, Adrian Muscat:
Objective video quality metrics for HDTV services: A survey. EUROCON 2013: 170-176
Informal and Other Publications
- 2023
- [i11]Brandon Birmingham, Adrian Muscat:
KENGIC: KEyword-driven and N-Gram Graph based Image Captioning. CoRR abs/2302.03729 (2023) - [i10]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 abs/2305.15084 (2023) - 2022
- [i9]Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt:
Face2Text revisited: Improved data set and baseline results. CoRR abs/2205.12342 (2022) - 2021
- [i8]Daniel Cauchi, Adrian Muscat:
One vs Previous and Similar Classes Learning - A Comparative Study. CoRR abs/2101.01294 (2021) - [i7]Stefan Cassar, Adrian Muscat, Dylan Seychell:
Predicting Relative Depth between Objects from Semantic Features. CoRR abs/2101.04626 (2021) - [i6]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 abs/2105.06738 (2021) - 2019
- [i5]Noel Mizzi, Adrian Muscat:
Optimising the Input Image to Improve Visual Relationship Detection. CoRR abs/1903.11029 (2019) - [i4]Michael P. J. Camilleri, Adrian Muscat, Victor J. Buttigieg, Maria Attard:
VJAĠĠ - A Thick-Client Smart-Phone Journey Detection Algorithm. CoRR abs/1908.10725 (2019) - 2018
- [i3]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 abs/1803.03827 (2018) - [i2]Marc Tanti, Albert Gatt, Adrian Muscat:
Pre-gen metrics: Predicting caption quality metrics without generating captions. CoRR abs/1810.05474 (2018) - 2016
- [i1]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 abs/1601.03896 (2016)
Coauthor Index
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