Riestiya Zain Fadillah

About

Riestiya Zain Fadillah completed her bachelors degree in 2020 from Pertamina University in Computer Science. In 2021, she completed Apple Developer Academy program, focusing on iOS app development and project management.

In 2024, she graduated from the Computational Colour and Spectral Imaging (COSI), an Erasmus Mundus Joint Master Degree (EMJMD) program. The title of her work is "Expanding Optical Depth of Field (DoF) via Deep Learning Techniques in combination with Multi-colour Light". This work was a collaboration project between COSI and COGNEX under the supervision of Dr. José Fernandez Dorado (COGNEX), Dr. Esther Oteo Lozano (COGNEX), and Prof. Javier Hernández Andrés (University of Granada).

Prior to joining NTNU as a PhD candidate, she was employed as a Machine Learning Engineer at Gringgo.

Publications

Uncertainty Quantification in Video Distortion Classification Under Dataset Shift

Assessing SoTA video distortion classification model performance and uncertainty (using Monte Carlo Dropout and uncertainty metrics) under concept and covariate shift.

Automated thread counting in archaeological textiles using pulse-based feature extraction

A framework for automating thread counting in textile images using a feature extractor to capture thread counts in vertical and horizontal directions as a pulse-counting problem, inspired by how humans intuitively count threads.

2026

Fadillah, Riestiya Zain; Gigilashvili, Davit; Havgar, Margrethe; Vedeler, Marianne; Hardeberg, Jon Yngve. (2026) Automated thread counting in archaeological textiles using pulse-based feature extraction. The European Physical Journal Plus
Academic article

2025

Fadillah, Riestiya Zain; Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine Boutkhil. (2025) Uncertainty Quantification in Video Distortion Classification Under Dataset Shift.
Academic chapter/article/Conference paper

Journal publications

Fadillah, Riestiya Zain; Gigilashvili, Davit; Havgar, Margrethe; Vedeler, Marianne; Hardeberg, Jon Yngve. (2026) Automated thread counting in archaeological textiles using pulse-based feature extraction. The European Physical Journal Plus
Academic article

Part of book/report

Fadillah, Riestiya Zain; Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine Boutkhil. (2025) Uncertainty Quantification in Video Distortion Classification Under Dataset Shift.
Academic chapter/article/Conference paper

Språkvelger

Riestiya Zain Fadillah