Researcher
Jonas De Vylder
- Disciplines:Image and language processing, Other biological sciences not elsewhere classified, Computer vision, Biomedical image processing, Image processing
Affiliations
- Department of Telecommunications and information processing (Department)
Member
From1 Sep 2007 → 31 Jan 2017
Publications
1 - 10 of 62
- Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks(2021)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Pages: 10259 - 10275 - Data-efficient sensor upgrade path using knowledge distillation(2021)
Authors: Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
- Assessing uncertainty for computer assisted skin lesion diagnosis(2019)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Sofie Mylle, Lieve Brochez, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Number of pages: 1 - Quantifying uncertainty of deep neural networks in skin lesion classification(2019)Volume: 11840
Authors: Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt, H. Greenspan, R. Tanno, et al.
Pages: 52 - 61 - Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification(2017)
Authors: Marlies Verschuuren, Jonas De Vylder, Hannes Catrysse, Joke Robijns, Wilfried Philips, Winnok De Vos
- Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy(2017)
Authors: Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
Pages: 633 - 637 - Image restoration using deep learning(2016)
Authors: Jonas De Vylder, Simon Donné, Hiep Luong, Wilfried Philips
Number of pages: 1 - Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization(2016)
Authors: Joris Roels, Jan Aelterman, Jonas De Vylder, Hiep Luong, Yvan Saeys, Wilfried Philips
Pages: 443 - 447 - MATE : machine learning for adaptive calibration template detection(2016)
Authors: Simon Donné, Jonas De Vylder, Bart Goossens, Wilfried Philips
- From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration(2016)
Authors: Joris Roels, Jan Aelterman, Jonas De Vylder, Hiep Luong, Saskia Lippens, Chris Guerin, Yvan Saeys, Wilfried Philips
Number of pages: 1