Publications in conference proceedings

Show all

2021

1.

Bennabhaktula, Guru Swaroop; Antonisse, Joey; Azzopardi, George

On Improving Generalization of CNN-Based Image Classification with Delineation Maps Using the CORF Push-Pull Inhibition Operator Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: adversarial attacks, brain-inspired, convnets, deep learning, image classification, noise suppression

2019

2.

Bhole, Amey; Falzon, Owen; Biehl, Michael; Azzopardi, George

A Computer Vision Pipeline that Uses Thermal and RGB Images for the Recognition of Holstein Cattle Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: convnets, deep learning, image classification, pattern recognition, smart farming

2018

3.

Buhagiar, Juan; Strisciuglio, Nicola; Petkov, Nicolai; Azzopardi, George

Automatic Segmentation of Indoor and Outdoor Scenes from Visual Lifelogging Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: egocentric vision, image classification

2015

4.

Bouma, Henri; Eendebak, Pieter T; Schutte, Klamer; Azzopardi, George; Burghouts, Gertjan J

Incremental concept learning with few training examples and hierarchical classification Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: image classification

5.

Schutte, Klamer; Bouma, Henri; Schavemaker, John; Daniele, Laura; Sappelli, Maya; Koot, Gijs; Eendebak, Pieter; Azzopardi, George; Spitters, Martijn; Boer, Maaike; others,

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: image classification, image retrieval

2013

6.

Azzopardi, George; Petkov, Nicolai

A shape descriptor based on trainable COSFIRE filters for the recognition of handwritten digits Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: brain-inspired, image classification, trainable filters

7.

Azzopardi, George; Petkov, Nicolai

COSFIRE: A Brain-Inspired Approach to Visual Pattern Recognition Inproceedings

Abstract | Links | BibTeX | Altmetric | Tags: image classification, trainable filters

2009

8.

Azzopardi, George; Smeraldi, Fabrizio

Variance Ranklets: Orientation-selective Rank Features for Contrast Modulations Inproceedings

Abstract | Links | BibTeX | Tags: brain-inspired, image classification

2006

9.

Azzopardi, George

Offline handwritten signature verification using Radial Basis Function neural networks Inproceedings

BibTeX | Tags: image classification, pattern recognition