Journal Publications


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2022

1.

Bhole, Amey; Udmale, Sandeep S; Falzon, Owen; Azzopardi, George

CORF3D contour maps with application to Holstein cattle recognition from RGB and thermal images Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, contour detection, convnets, deep learning, noise suppression, pattern recognition, smart farming

2020

2.

Melotti, Damiano; Heimbach, Kevin; Rodríguez-Sánchez, Antonio; Strisciuglio, Nicola; Azzopardi, George

A robust contour detection operator with combined push-pull inhibition and surround suppression Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, contour detection, noise suppression

2019

3.

Shi, Chenyu; Meijer, Joost M; Guo, Jiapan; Azzopardi, George; Diercksr, Gilles FH; Schmidt, Enno; Zillikens, Detlef; Jonkman, Marcel F; Petkov, Nicolai

Detection of u-serrated patterns in direct immunofluorescence images of autoimmune bullous diseases by inhibition-augmented COSFIRE filters Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, medical image analysis, noise suppression, trainable filters

4.

Strisciuglio, Nicola; Azzopardi, George; Petkov, Nicolai

Robust Inhibition-augmented Operator for Delineation of Curvilinear Structures Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, contour detection, noise suppression, trainable filters

2017

5.

Guo, J; Shi, C; Azzopardi, G; Petkov, N

Inhibition-augmented COSFIRE model of shape-selective neurons Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, noise suppression, trainable filters

2016

6.

Guo, Jiapan; Shi, Chenyu; Azzopardi, George; Petkov, Nicolai

Inhibition-augmented trainable COSFIRE filters for keypoint detection and object recognition Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, keypoint detection, noise suppression, object detection, trainable filters

2014

7.

Azzopardi, George; Rodríguez-Sánchez, Antonio; Piater, Justus; Petkov, Nicolai

A push-pull CORF model of a simple cell with antiphase inhibition improves SNR and contour detection Journal Article

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, contour detection, noise suppression, trainable filters