Y. Lin (2022), Data-efficient learning of geometric structures from single-view images, PhD Thesis Delft University of Technology.

Yancong Lin, Ruben Wiersma, Silvia L. Pintea, Klaus Hildebrandt, Elmar Eisemann, Jan C. van Gemert (2022), Deep Vanishing Point Detection: Geometric priors make dataset variations vanish, L. O'Conner (Eds.), In Proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) p.6093-6103, IEEE .

Xin Liu, Silvia L. Pintea, Fatemeh Karimi Nejadasl, Olaf Booij, Jan C. van Gemert (2021), No frame left behind: Full Video Action Recognition, L. O'Conner (Eds.), In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) p.14887-14896, IEEE .

Silvia L. Pintea, Nergis Tömen, Stanley F. Goes, Marco Loog, Jan van Gemert (2021), Resolution learning in deep convolutional networks using scale-space theory, In IEEE Transactions on Image Processing Volume 30 p.8342 - 8353.

Silvia L. Pintea, Siddharth Sharma, Femke C. Vossepoel, Jan C. van Gemert, Marco Loog, Dirk J. Verschuur (2021), Seismic inversion with deep learning: A proposal for litho-type classification, In Computational Geosciences Volume 26 (2022) p.351-364.

Yancong Lin, Silvia-Laura Pintea, Jan van Gemert (2021), Semi-Supervised Lane Detection With Deep Hough Transform, In 2021 IEEE International Conference on Image Processing (ICIP) p.1514-1518, IEEE .

Y. Lin, S. Pintea, J.C. van Gemert (2020), Deep Hough-Transform Line Priors, Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm (Eds.), In Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings Volume 12367 p.323-340, Springer.

Ioannis Lelekas, Nergis Tömen, Silvia L. Pintea, Jan C. van Gemert (2020), Top-down networks: A coarse-to-fine reimagination of CNNs, L. O'Conner (Eds.), In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) p.3244-3253, IEEE .

Tobias Stahl, Silvia L. Pintea, Jan C. Van Gemert (2019), Divide and Count: Generic Object Counting by Image Divisions, In IEEE Transactions on Image Processing Volume 28 p.1035-1044.

Silvia L. Pintea, Jian Zheng, Xilin Li, Paulina J.M. Bank, Jacobus J. van Hilten, Jan C. van Gemert (2019), Hand-tremor frequency estimation in videos, Laura Leal-Taixé, Stefan Roth (Eds.), In Computer Vision p.213-228, Springer.