Dustin van der Haar

Orcid: 0000-0002-5632-1220

Affiliations:
  • University of Johannesburg, South Africa


According to our database1, Dustin van der Haar authored at least 42 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Fetal Health Classification Using One-Dimensional Convolutional Neural Network.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

AnnChor: A Video Dataset for Temporal Action Localization in Classical Ballet Choreography.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Exercise Recognition and Repetition Counting for Automatic Workout Documentation Using Computer Vision.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2024

Innovations in Mosquito Identification: Integrating Deep Learning with Citizen Science.
Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024

2023
Lip print-based identification using traditional and deep learning.
IET Biom., January, 2023

Analysing Static Source Code Features to Determine a Correlation to Steady State Performance in Java Microbenchmarks.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Using a Genetic Algorithm to Update Convolutional Neural Networks for Abnormality Classification in Mammography.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Analysis of Generative Data Augmentation for Face Antispoofing.
Proceedings of the Pattern Recognition Applications and Methods, 2023

Keyframe and GAN-Based Data Augmentation for Face Anti-Spoofing.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Facial Paralysis Recognition Using Face Mesh-Based Learning.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Ethical implications of using artificial intelligence for multimodal biometric selection model evaluation.
Proceedings of the 6th International Conference on Information and Computer Technologies, 2023

Mel Frequency Cepstral Coefficients and Support Vector Machines for Cough Detection.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2023

Offensive Play Recognition of Basketball Video Footage Using ActionFormer.
Proceedings of the HCI International 2023 Posters, 2023

2022
CASA: Cricket Action Similarity Assessment in Video Footage Using Deep Metric Learning.
Proceedings of the Artificial Intelligence Research - Third Southern African Conference, 2022

A Model for Biometric Selection in Public Services Sector.
Proceedings of the Artificial Intelligence Research - Third Southern African Conference, 2022

ConDense: Multiple Additional Dense Layers with Fine-Grained Fully-Connected Layer Optimisation for Fingerprint Recognition.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Lip-Based Identification Using YOLOR.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

A Comparison of Deep Learning Methods for Inebriation Recognition in Humans.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
A Comparison of Computer Vision Methods for the Combined Detection of Glaucoma, Diabetic Retinopathy and Cataracts.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Using Particle Swarm Optimization with Gradient Descent for Parameter Learning in Convolutional Neural Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

Cricket Scene Analysis Using the RetinaNet Architecture.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020
Video Footage Highlight Detection in Formula 1 Through Vehicle Recognition with Faster R-CNN Trained on Game Footage.
Proceedings of the Computer Vision and Graphics - International Conference, 2020

Scene Recognition Using AlexNet to Recognize Significant Events Within Cricket Game Footage.
Proceedings of the Computer Vision and Graphics - International Conference, 2020

CASRM: Cricket Automation and Stroke Recognition Model Using OpenPose.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Posture, Motion and Health, 2020

A Feature Importance Study in Ballet Pose Recognition with OpenPose.
Proceedings of the Artificial Intelligence in HCI, 2020

Specific Language Impairment Detection Through Voice Analysis.
Proceedings of the Business Information Systems - 23rd International Conference, 2020

Computer Vision for the Ballet Industry: A Comparative Study of Methods for Pose Recognition.
Proceedings of the Business Information Systems - 23rd International Conference, 2020

2019
A Comparison of Machine Learning Methods Applicable to Healthcare Claims Fraud Detection.
Proceedings of the Information Technology and Systems, 2019

A Critical Analysis of Requirements and Recommendations for Multi-modal Access Control in Hospitals.
Proceedings of the Information Technology and Systems, 2019

Slang-Based Text Sentiment Analysis in Instagram.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

Student Emotion Recognition in Computer Science Education: A Blessing or Curse?
Proceedings of the Learning and Collaboration Technologies. Designing Learning Experiences, 2019

Real-Time Age Detection Using a Convolutional Neural Network.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

A Model for Inebriation Recognition in Humans Using Computer Vision.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018
A Critical Analysis of the Application of Data Mining Methods to Detect Healthcare Claim Fraud in the Medical Billing Process.
Proceedings of the Ubiquitous Networking - 4th International Symposium, 2018

Real-Time Face Antispoofing Using Shearlets.
Proceedings of the Information Security - 17th International Conference, 2018

Comparisons in Drinking Water Systems Using K-Means and A-Priori to Find Pathogenic Bacteria Genera.
Proceedings of the Information Science and Applications 2018, 2018

A Review of Threat Profiling Techniques for Use in Concealed Weapon Detection Systems.
Proceedings of the Information Science and Applications 2018, 2018

Ballet Pose Recognition: A Bag-of-Words Support Vector Machine Model for the Dance Training Environment.
Proceedings of the Information Science and Applications 2018, 2018

Pronunciation Detection for Foreign Language Learning Using MFCC and SVM.
Proceedings of the Information Science and Applications 2018, 2018

Eigennose: Assessing Nose-Based Principal Component Analysis for Achieving Access Control with Occluded Faces.
Proceedings of the Information Science and Applications 2018, 2018

2017
Portable computer vision-based cardiac estimation as a teaching aid.
Proceedings of the 3rd International Conference on Communication and Information Processing, 2017

2013
Are Biometric Web Services a Reality? - A Best Practice Analysis for Telebiometric Deployment in Open Networks.
Proceedings of the SECRYPT 2013, 2013


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