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Stephan Chalup
Full Professor, School of Computer and Information Sciences, University of Newcastle
Joined
July 2019
Names
Stephan Chalup
(Preferred)
,
Stephan K. Chalup
,
S. Chalup
,
Stephan K Chalup
Emails
****@newcastle.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
School of Computer and Information Sciences,
University of Newcastle
(newcastle.edu.au)
2022
–
Present
Advisors, Relations & Conflicts
Coauthor
Dylan Peek
2022
–
Present
Coauthor
Khalil Mathieu Hannouch
2022
–
Present
Coauthor
Tahir Jauhar
2022
–
Present
Coauthor
Alan Blair
1999
–
Present
Expertise
topological data analysis
2016
–
Present
manifold learning
,
non-linear dimensionality reduction
2006
–
Present
artificial neural networks
,
deep learning
1997
–
Present
Publications
CyTex: Transforming speech to textured images for speech emotion recognition
Ali Bakhshi
,
Ali Harimi
,
Stephan K. Chalup
Published: 01 Jan 2022, Last Modified: 28 May 2023
Speech Commun. 2022
Readers:
Everyone
Affective analysis of visual scenes using face pareidolia and scene-context
Asad Abbas
,
Stephan K. Chalup
Published: 01 Jan 2021, Last Modified: 28 May 2023
Neurocomputing 2021
Readers:
Everyone
The Impact of Image Resolution on Facial Expression Analysis with CNNs
Asad Abbas
,
Stephan K. Chalup
Published: 01 Jan 2019, Last Modified: 28 May 2023
IJCNN 2019
Readers:
Everyone
Testing the Robustness of Manifold Learning on Examples of Thinned-Out Data
Fayeem Aziz
,
Stephan K. Chalup
Published: 01 Jan 2019, Last Modified: 28 May 2023
IJCNN 2019
Readers:
Everyone
Estimating Betti Numbers Using Deep Learning
Rahul Paul
,
Stephan K. Chalup
Published: 01 Jan 2019, Last Modified: 28 May 2023
IJCNN 2019
Readers:
Everyone
From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction Recognition
Asad Abbas
,
Stephan K. Chalup
Published: 01 Jan 2019, Last Modified: 28 May 2023
IJCNN 2019
Readers:
Everyone
Semi-Supervised Manifold Alignment Using Parallel Deep Autoencoders
Fayeem Aziz
,
Aaron S. W. Wong
,
Stephan K. Chalup
Published: 01 Jan 2019, Last Modified: 28 May 2023
Algorithms 2019
Readers:
Everyone
Visual Mesh: Real-Time Object Detection Using Constant Sample Density
Trent Houliston
,
Stephan K. Chalup
Published: 01 Jan 2018, Last Modified: 28 May 2023
RoboCup 2018
Readers:
Everyone
A study on validating non-linear dimensionality reduction using persistent homology
Rahul Paul
,
Stephan K. Chalup
Published: 01 Jan 2017, Last Modified: 28 May 2023
Pattern Recognit. Lett. 2017
Readers:
Everyone
Training Deep Neural Networks for Detecting Drinking Glasses Using Synthetic Images
Abdul Jabbar
,
Luke Farrawell
,
Jake Fountain
,
Stephan K. Chalup
Published: 01 Jan 2017, Last Modified: 28 May 2023
ICONIP (2) 2017
Readers:
Everyone
View all 20 publications
Co-Authors
Aaron S. W. Wong
Abdul Jabbar
Alan D. Blair
Ali Bakhshi
Ali Harimi
Asad Abbas
Benedikt Boecking
Chris Tucker
Craig L. Murch
Detlef Seese
Fayeem Aziz
Jake Fountain
Joshua Marshall
Kenny Hong
Lukasz Wiklendt
Luke Farrawell
Michael J. Ostwald
Michael J. Quinlan
Rahul Paul
Richard H. Middleton
Riley Clement
Trent Houliston