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ORCIDReuben A. Farrugia
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- affiliation: University of Malta
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2020 – today
- 2023
[j21]Matthew Aquilina
, Keith George Ciantar, Christian Galea, Kenneth P. Camilleri, Reuben A. Farrugia, John Abela:
The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks. Sensors 23(1): 419 (2023)- [j20]Tomasz Tarasiewicz, Jakub Nalepa, Reuben A. Farrugia, Gianluca Valentino, Mang Chen, Johann A. Briffa, Michal Kawulok:
Multitemporal and Multispectral Data Fusion for Super-Resolution of Sentinel-2 Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [i13]Tomasz Tarasiewicz, Jakub Nalepa, Reuben A. Farrugia, Gianluca Valentino, Mang Chen, Johann A. Briffa, Michal Kawulok:
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 images. CoRR abs/2301.11154 (2023) - [i12]Eduardo Ribeiro, Andreas Uhl, Fernando Alonso-Fernandez, Reuben A. Farrugia:
Exploring Deep Learning Image Super-Resolution for Iris Recognition. CoRR abs/2311.01241 (2023) - 2022
- [j19]Mark Borg, André Tabone, Alexandra Bonnici, Stefania Cristina, Reuben A. Farrugia, Kenneth P. Camilleri:
Detecting and ranking pornographic content in videos. Digit. Investig. 42-43: 301436 (2022) - [j18]David T. Lloyd, Aaron Abela, Reuben A. Farrugia, Anthony Galea, Gianluca Valentino:
Optically Enhanced Super-Resolution of Sea Surface Temperature Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [i11]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün, Julian Fiérrez, Enrique González-Sosa:
A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning. CoRR abs/2203.14203 (2022) - [i10]Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fiérrez, Josef Bigün:
Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris. CoRR abs/2204.05688 (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) - [i8]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Very Low-Resolution Iris Recognition Via Eigen-Patch Super-Resolution and Matcher Fusion. CoRR abs/2210.09765 (2022) - [i7]Matthew Aquilina, Keith George Ciantar, Christian Galea, Kenneth P. Camilleri, Reuben A. Farrugia, John Abela:
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks. CoRR abs/2211.05018 (2022) - 2021
- [j17]Matthew Aquilina, Christian Galea, John Abela, Kenneth P. Camilleri, Reuben A. Farrugia:
Improving Super-Resolution Performance Using Meta-Attention Layers. IEEE Signal Process. Lett. 28: 2082-2086 (2021) - [c49]André Tabone, Kenneth P. Camilleri, Alexandra Bonnici, Stefania Cristina, Reuben A. Farrugia, Mark Borg:
Pornographic content classification using deep-learning. DocEng 2021: 15:1-15:10 - [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) - [i5]Matthew Aquilina, Christian Galea, John Abela, Kenneth P. Camilleri, Reuben A. Farrugia:
Improving Super-Resolution Performance using Meta-Attention Layers. CoRR abs/2110.14638 (2021) - 2020
- [j16]Reuben A. Farrugia, Christine Guillemot:
Light Field Super-Resolution Using a Low-Rank Prior and Deep Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1162-1175 (2020) - [j15]Reuben A. Farrugia, Christine Guillemot:
A simple framework to leverage state-of-the-art single-image super-resolution methods to restore light fields. Signal Process. Image Commun. 80 (2020) - [c48]André Tabone, Alexandra Bonnici, Stefania Cristina, Reuben A. Farrugia, Kenneth P. Camilleri:
Private Body Part Detection using Deep Learning. ICPRAM 2020: 205-211
2010 – 2019
- 2019
- [j14]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün, Julian Fiérrez, Ester Gonzalez-Sosa:
A Survey of Super-Resolution in Iris Biometrics With Evaluation of Dictionary-Learning. IEEE Access 7: 6519-6544 (2019) - [c47]Reuben A. Farrugia, Johann A. Briffa:
Lossless Light Field Compression Using 4D Wavelet Transforms. ICIP 2019: 121-125 - [p1]Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fiérrez, Josef Bigün:
Super-resolution for Selfie Biometrics: Introduction and Application to Face and Iris. Selfie Biometrics 2019: 105-128 - 2018
- [j13]Christian Galea, Reuben A. Farrugia:
Matching Software-Generated Sketches to Face Photographs With a Very Deep CNN, Morphed Faces, and Transfer Learning. IEEE Trans. Inf. Forensics Secur. 13(6): 1421-1431 (2018) - [c46]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 - [i4]Reuben A. Farrugia, Christine Guillemot:
Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks. CoRR abs/1801.04314 (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]Reuben A. Farrugia, Christine Guillemot:
A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light Fields. CoRR abs/1809.10449 (2018) - 2017
- [j12]Reuben A. Farrugia, Christian Galea, Christine Guillemot:
Super Resolution of Light Field Images Using Linear Subspace Projection of Patch-Volumes. IEEE J. Sel. Top. Signal Process. 11(7): 1058-1071 (2017) - [j11]Xiaoran Jiang, Mikael Le Pendu, Reuben A. Farrugia, Christine Guillemot:
Light Field Compression With Homography-Based Low-Rank Approximation. IEEE J. Sel. Top. Signal Process. 11(7): 1132-1145 (2017) - [j10]Christian Galea, Reuben A. Farrugia:
Forensic Face Photo-Sketch Recognition Using a Deep Learning-Based Architecture. IEEE Signal Process. Lett. 24(11): 1586-1590 (2017) - [j9]Reuben A. Farrugia, Christine Guillemot:
Face Hallucination Using Linear Models of Coupled Sparse Support. IEEE Trans. Image Process. 26(9): 4562-4577 (2017) - [c45]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Improving Very Low-Resolution Iris Identification via Super-Resolution Reconstruction of Local Patches. BIOSIG 2017: 235-242 - [c44]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Iris Super-Resolution Using Iterative Neighbor Embedding. CVPR Workshops 2017: 655-663 - [c43]Brandon Birmingham, Reuben A. Farrugia, Mark Vella:
Using thumbnail affinity for fragmentation point detection of JPEG files. EUROCON 2017: 3-8 - [c42]Eduardo Ribeiro, Andreas Uhl, Fernando Alonso-Fernandez, Reuben A. Farrugia:
Exploring deep learning image super-resolution for iris recognition. EUSIPCO 2017: 2176-2180 - [c41]Xiaoran Jiang, Mikael Le Pendu, Reuben A. Farrugia, Sheila S. Hemami, Christine Guillemot:
Homography-based low rank approximation of light fields for compression. ICASSP 2017: 1313-1317 - [c40]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Learning-based local-patch resolution reconstruction of iris smart-phone images. IJCB 2017: 787-793 - 2016
- [c39]Reuben A. Farrugia, Christine Guillemot:
Model and Dictionary Guided Face Inpainting in the Wild. ACCV Workshops (1) 2016: 62-78 - [c38]Christian Galea, Reuben A. Farrugia:
A Large-Scale Software-Generated Face Composite Sketch Database. BIOSIG 2016: 217-224 - [c37]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Very low-resolution iris recognition via Eigen-patch super-resolution and matcher fusion. BTAS 2016: 1-8 - [c36]Christian Galea, Reuben A. Farrugia:
Face photo-sketch recognition using local and global texture descriptors. EUSIPCO 2016: 2240-2244 - [c35]Reuben A. Farrugia, Christine Guillemot:
Robust face hallucination using quantization-adaptive dictionaries. ICIP 2016: 414-418 - [c34]Christian Colombo, Gordon J. Pace, Luke Camilleri, Claire Dimech, Reuben A. Farrugia, Jean-Paul Grech, Alessio Magro, Andrew C. Sammut, Kristian Zarb Adami:
Runtime Verification for Stream Processing Applications. ISoLA (2) 2016: 400-406 - 2015
- [c33]Chris Galea, Reuben A. Farrugia:
Fusion of Intra- and Inter-modality Algorithms for Face-Sketch Recognition. CAIP (2) 2015: 700-711 - [c32]Christian Galea, Reuben A. Farrugia:
A no-reference video quality metric using a Natural Video Statistical Model. EUROCON 2015: 1-6 - [c31]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Eigen-patch iris super-resolution for iris recognition improvement. EUSIPCO 2015: 76-80 - [c30]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün:
Reconstruction of smartphone images for low resolution iris recognition. WIFS 2015: 1-6 - [i1]Reuben A. Farrugia, Christine Guillemot:
Face Hallucination using Linear Models of Coupled Sparse Support. CoRR abs/1512.06009 (2015) - 2014
- [j8]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Reducing 3D video coding complexity through more efficient disparity estimation. IEEE Trans. Consumer Electron. 60(1): 74-82 (2014) - [j7]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Correlation Noise-Based Unequal Error Protected Rate-Adaptive Codes for Distributed Video Coding. IEEE Trans. Circuits Syst. Video Technol. 24(1): 127-140 (2014) - [c29]Reuben A. Farrugia:
Reversible De-Identification for lossless image compression using Reversible Watermarking. MIPRO 2014: 1258-1263 - [c28]Reuben A. Farrugia, Maverick Hili:
Depth coding using depth discontinuity prediction and in-loop boundary reconstruction filtering. VCIP 2014: 426-429 - 2013
- [c27]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Selective reconstruction of low motion regions in distributed video coding. EUROCON 2013: 87-92 - [c26]Reuben A. Farrugia, Chris Galea, Saviour Zammit, Adrian Muscat:
Objective video quality metrics for HDTV services: A survey. EUROCON 2013: 170-176 - [c25]Reuben A. Farrugia, Isabel Gambin:
Exploiting color-depth image correlation to improve depth map compression. EUROCON 2013: 1676-1683 - [c24]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Improving decoding speed for parallel Distributed Video Coding architectures. EUSIPCO 2013: 1-5 - [c23]Brian W. Micallef, Carl J. Debono, Reuben A. Farrugia:
Low complexity disparity estimation for immersive 3D video transmission. ICC Workshops 2013: 612-616 - [c22]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Modified distribution of correlation noise for improved Wyner-Ziv video coding performance. MMSP 2013: 52-57 - [c21]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Adaptive rounding operator for efficient Wyner-Ziv video coding. VCIP 2013: 1-6 - 2012
- [c20]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Reducing correlation noise in Wyner-Ziv Video Coding. EUSIPCO 2012: 734-738 - [c19]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Improved depth maps coding efficiency of 3D videos. EUSIPCO 2012: 754-758 - [c18]Reuben A. Farrugia:
Resilient video coding using difference expansion and histogram modification. ICON 2012: 349-354 - [c17]Reuben A. Farrugia:
Improving motion vector prediction using linear regression. ISCCSP 2012: 1-4 - [c16]Brian W. Micallef, Carl J. Debono, Reuben A. Farrugia:
Fast multi-view video plus depth coding with hierarchical bi-prediction. ISCCSP 2012: 1-4 - [c15]Matthew Sacco, Reuben A. Farrugia:
Driver fatigue monitoring system using Support Vector Machines. ISCCSP 2012: 1-5 - [c14]Clifford De Raffaele, Kenneth P. Camilleri, Carl James Debono, Reuben A. Farrugia:
Efficient multiview depth representation based on image segmentation. PCS 2012: 65-68 - [c13]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Fast inter-mode decision in multi-view video plus depth coding. PCS 2012: 113-116 - [c12]Reuben A. Farrugia:
Efficient Depth Image Compression Using Accurate Depth Discontinuity Detection and Prediction. SITIS 2012: 29-35 - 2011
- [j6]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
LDPCA Code Construction for Slepian-Wolf Coding. IEEE Commun. Lett. 15(10): 1100-1103 (2011) - [j5]Reuben A. Farrugia, Carl James Debono:
Robust decoder-based error control strategy for recovery of H.264/AVC video content. IET Commun. 5(13): 1928-1938 (2011) - [c11]Leanne Attard, Reuben A. Farrugia:
Vision based surveillance system. EUROCON 2011: 1-4 - [c10]Reuben A. Farrugia:
Reversible visible watermarking for H.264/AVC encoded video. EUROCON 2011: 1-4 - [c9]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Improved Wyner-Ziv video coding efficiency using bit plane prediction. ICIP 2011: 2637-2640 - [c8]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Exploiting depth information for efficient Multi-View Video Coding. ICME 2011: 1-6 - [c7]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Fast disparity estimation for Multi-view plus depth video coding. VCIP 2011: 1-4 - [c6]Jeffrey J. Micallef, Reuben A. Farrugia, Carl James Debono:
Improved rate-adaptive codes for Distributed Video Coding. VCIP 2011: 1-4 - 2010
- [j4]Reuben A. Farrugia, Carl James Debono:
A Hybrid Error Control and Artifact Detection Mechanism for Robust Decoding of H.264/AVC Video Sequences. IEEE Trans. Circuits Syst. Video Technol. 20(5): 756-762 (2010) - [c5]Robert Facciol, Reuben A. Farrugia:
Robust Video Transmission Using Reversible Watermarking Techniques. ISM 2010: 161-166 - [c4]Brian W. Micallef, Carl James Debono, Reuben A. Farrugia:
Exploiting depth information for fast multi-view video coding. PCS 2010: 38-41
2000 – 2009
- 2009
- [j3]Reuben A. Farrugia, Carl James Debono:
Accurate modelling of Ka-band videoconferencing systems based on the quality of experience. IET Commun. 3(1): 67-74 (2009) - [j2]Reuben A. Farrugia, Carl James Debono:
A Support Vector Machine Approach for Detection and Localization of Transmission Errors Within Standard H.263++ Decoders. IEEE Trans. Multim. 11(7): 1323-1330 (2009) - [c3]Reuben A. Farrugia, Carl J. Debono:
Decoding H.264/AVC using prior information and source CONSTRAINTS. PCS 2009: 1-4 - 2008
- [j1]Reuben A. Farrugia, Carl James Debono:
A Robust Error Detection Mechanism for H.264/AVC Coded Video Sequences Based on Support Vector Machines. IEEE Trans. Circuits Syst. Video Technol. 18(12): 1766-1770 (2008) - [c2]Reuben A. Farrugia, Carl James Debono:
Improved quality of experience of reconstructed H.264/AVC encoded video sequences through robust pixel domain error detection. MMSP 2008: 383-387 - 2007
- [c1]Reuben A. Farrugia, Carl James Debono:
A Statistical Bit Error Generator for Emulation of Complex Forward Error Correction Schemes. ICC 2007: 177-182
Coauthor Index
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