George Azzopardi
Orcid: 0000-0001-6552-2596
According to our database1,
George Azzopardi
authored at least 82 papers
between 1999 and 2023.
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Bibliography
2023
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey.
Medical Image Anal., October, 2023
Bidirectional piecewise linear representation of time series with application to collective anomaly detection.
Adv. Eng. Informatics, October, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
COFI - Coarse-Semantic to Fine-Instance Unsupervised Mitochondria Segmentation in EM.
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms.
J. Open Source Softw., November, 2022
CORF3D contour maps with application to Holstein cattle recognition from RGB and thermal images.
Expert Syst. Appl., 2022
Camera model identification based on forensic traces extracted from homogeneous patches.
Expert Syst. Appl., 2022
Automated image analysis in large-scale cellular electron microscopy: A literature survey.
CoRR, 2022
CoRR, 2022
2021
Frontiers Robotics AI, 2021
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
On Improving Generalization of CNN-Based Image Classification with Delineation Maps Using the CORF Push-Pull Inhibition Operator.
Proceedings of the Computer Analysis of Images and Patterns, 2021
2020
Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications.
Sensors, 2020
U-COSFIRE filters for vessel tortuosity quantification with application to automated diagnosis of retinopathy of prematurity.
Neural Comput. Appl., 2020
A robust contour detection operator with combined push-pull inhibition and surround suppression.
Inf. Sci., 2020
Improving predictive performance on survival in dairy cattle using an ensemble learning approach.
Comput. Electron. Agric., 2020
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
A framework for creating deployable smart contracts for non-fungible tokens on the Ethereum blockchain.
Proceedings of the 2nd IEEE International Conference on Decentralized Applications and Infrastructures, 2020
2019
IEEE Trans. Image Process., 2019
Pattern Recognit. Lett., 2019
Detection of <i>u</i>-serrated patterns in direct immunofluorescence images of autoimmune bullous diseases by inhibition-augmented COSFIRE filters.
Int. J. Medical Informatics, 2019
IEEE Access, 2019
Automatic Determination of Vertical Cup-to-Disc Ratio in Retinal Fundus Images for Glaucoma Screening.
IEEE Access, 2019
Fusion of CNN- and COSFIRE-Based Features with Application to Gender Recognition from Face Images.
Proceedings of the Advances in Computer Vision, 2019
An Explainable AI-Based Computer Aided Detection System for Diabetic Retinopathy Using Retinal Fundus Images.
Proceedings of the Computer Analysis of Images and Patterns, 2019
A Computer Vision Pipeline that Uses Thermal and RGB Images for the Recognition of Holstein Cattle.
Proceedings of the Computer Analysis of Images and Patterns, 2019
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019
Age group recognition from face images using a fusion of CNN- and COSFIRE-based features.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019
2018
Fusion of Domain-Specific and Trainable Features for Gender Recognition From Face Images.
IEEE Access, 2018
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 Thirteenth International Conference on Digital Information Management (ICDIM), 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the ACM Symposium on Document Engineering 2018, 2018
Proceedings of the ACM Symposium on Document Engineering 2018, 2018
Proceedings of the Applications of Intelligent Systems, 2018
Proceedings of the Applications of Intelligent Systems, 2018
Proceedings of the Applications of Intelligent Systems, 2018
2017
IBM J. Res. Dev., 2017
A deep learning approach for detecting and correcting highlights in endoscopic images.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Fast gender recognition in videos using a novel descriptor based on the gradient magnitudes of facial landmarks.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
2016
Supervised vessel delineation in retinal fundus images with the automatic selection of B-COSFIRE filters.
Mach. Vis. Appl., 2016
Inhibition-augmented trainable COSFIRE filters for keypoint detection and object recognition.
Mach. Vis. Appl., 2016
Increased generalization capability of trainable COSFIRE filters with application to machine vision.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016
2015
Medical Image Anal., 2015
Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
Automatic Differentiation of u- and n-serrated Patterns in Direct Immunofluorescence Images.
Proceedings of the Computer Analysis of Images and Patterns, 2015
Filter-Based Approach for Ornamentation Detection and Recognition in Singing Folk Music.
Proceedings of the Computer Analysis of Images and Patterns, 2015
Recognition of Architectural and Electrical Symbols by COSFIRE Filters with Inhibition.
Proceedings of the Computer Analysis of Images and Patterns, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
2014
Ventral-stream-like shape representation: from pixel intensity values to trainable object-selective COSFIRE models.
Frontiers Comput. Neurosci., 2014
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014
2013
Automatic detection of vascular bifurcations in segmented retinal images using trainable COSFIRE filters.
Pattern Recognit. Lett., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
A Shape Descriptor Based on Trainable COSFIRE Filters for the Recognition of Handwritten Digits.
Proceedings of the Computer Analysis of Images and Patterns, 2013
Proceedings of the Brain-Inspired Computing - International Workshop, 2013
2012
A CORF computational model of a simple cell that relies on LGN input outperforms the Gabor function model.
Biol. Cybern., 2012
Detection of Retinal Vascular Bifurcations by Rotation- and Scale-Invariant COSFIRE Filters.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Detection of retinal vascular bifurcations by rotation-, scale- and reflection-invariant COSFIRE filters.
Proceedings of CBMS 2012, 2012
2011
Proceedings of the Computer Analysis of Images and Patterns, 2011
2009
Proceedings of the British Machine Vision Conference, 2009
2003
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003
1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999