Anne-Sophie Collin
Ph.D. Student
I am a PhD student in Image Processing and Deep Learning at UCLouvain under the supervision of Prof. Christophe De Vleeschouwer. My research investigates the use of a deep learning approach to address the anomaly detection problem in industrial vision.
Besides, I am also teaching assistant at Ecole Polytechnique de Louvain (EPL) of several courses related to:
- Image and signal processing
- Machine learning
- Medical imaging
- Statistics
With a strong interest for education, I am a teaching assistant representative at the faculty.
Code in Open Access
Our Anomaly Detection framework is available on Github. It uses an autoencoder trained on images augmented with our synthetic corruption noise.
The full paper is available on ArXiv and has been presented at the International Conference on Pattern Recognition (ICPR) in 2020.
Education
- MSc in Biomedical engineering, 2018
UCLouvain, Belgium - BSc in engineering, 2016
UCLouvain, Belgium
During free time
Since the age of 7, I always have been a passionnate musician playing multiple wind instruments. Active member of two bands, I involve myself fully to allow us to share our enthousiasm, humour and… music!
More recently, I discovered the joys of cycling and playing badminton.