dr. Silvia-Laura Pintea
Computer Vision Research
Google scholar:Link
Email:Silvia[dot]Laura[dot]Pintea[at]gmail[dot]com
Github:https://github.com/SilviaLauraPintea
Curriculum Vitae: CV
2025 news:
- Workshop paper:(MICCAIw 2025) Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation
- Award: Outstanding reviewer for CVPR-2025
- New position: At Tilburg University in the "Deep learning for perception" lab
- Organization: I am reviewer for BMVC-2025
- Farewell LKEB talk:"The ideal lab"
- Organization: I am reviewer for ICCV-2025
- Organization: I am reviewer for CVPR-2025
- Conference paper:(ISBI 2025) Top-K Maximum Intensity Projection Priors for 3D Liver Vessel Segmentation
- Organization: I am reviewer for WACV-2025
2024 news:
- Talk at the Radiology Research Summit (LUMC): "Motion representations for visual analysis"
- Organization: I am reviewer for BMVC-2024
- PhD committee: For the PhD defense of Dr. Xin Liu
- Organization: I am reviewer for ECCV-2024
- Organization: I am reviewer for CVPR-2024
- Organization: I am reviewer for WACV-2024
- Organization: Organizing an ML/DL reading group at LKEB-LUMC
2023 news:
- Accepted paper:(ICCV-2023)"A step towards understanding why classification helps regression"
- Accepted paper:(ICCV-2023)"Objects do not disappear: Video object detection by single-frame object location anticipation"
- Accepted paper:(ICCVw-2023)"Is there progress in activity progress prediction?"
- Organization: I am reviewer for ICCV-2023
- Organization: I am reviewer for CVPR-2023
- Organization: Organizing a "Diffusion Models" reading group at LKEB-LUMC
2022 news:
- PhD committee: For the PhD defense of Dr. Yancong Lin
- Accepted paper:(AAAI-2022)"Equal Bits: Enforcing Equally Distributed Binary Network Weights"
- Accepted paper:i(BMVC-2022)"NeRD++: Improved 3D-mirror symmetry learning from a single image"
- Accepted paper:(CVPR-2022)"Deep vanishing point detection: Geometric priors make dataset variations vanish"
- Award: Outstanding reviewer for BMVC-2022
- Award: Outstanding reviewer for ECCV-2022
- Talk at the Startup Village Amsterdam
- Award: Outstanding reviewer for CVPR-2022
- Organization: I am reviewer for WACV-2022
- New position: At LUMC in the "Division of Image processing (LKEB)"
2021 news:
- Accepted paper: (COMG-2021) "Seismic inversion with deep learning: A proposal for litho-type"
- Accepted paper:(BMVC-2021)"Frequency learning for structured CNN filters with Gaussian fractional derivatives"
- Accepted paper:(TIP-2021)"Resolution learning in deep convolutional networks using scale-space theory"
- Accepted paper:(ICML-2021)"Deep continuous networks"
- Accepted paper:(ICIP-2021)"Semi-supervised lane detection with Deep Hough Transform"
- Accepted paper:(CVPR-2021)"No frame left behind: Full Video Action Recognition"
- Award: Outstanding reviewer for BMVC-2021
- Award: Outstanding reviewer for ICCV-2021
- Award: Outstanding reviewer for CVPR-2021
2020 news:
- Accepted paper:(ECCV-2020)"Deep Hough-Transform Line Priors"
- Accepted paper:(CVPRw-2020)"Top-Down Networks: A coarse-to-fine reimagination of CNN"
- Organization: I am reviewer for BMVC-2020
- Organization: I am reviewer for ECCV-2020
- Organization: I am reviewer for CVPR-2020
2019 news:
- Talk at the AIRLab (Delft)
- Organization: I am reviewer for ICCV-2019
- Talk at the Leiden University ("Deep Learning Seminar")
- Organization: I am reviewer for CVPR-2019
2018 news:
- Accepted paper: (TIP-2018) "Divide and Count: Generic Object Counting by Image Divisions"
- Accepted paper:(ECCVw-2018)"Using phase instead of optical flow for action recognition"
- Award: Best paper at (ECCVw-2018)"Hand-tremor Frequency Estimation in Videos"
- Accepted paper:(ICIP-2018)"Recurrent knowledge distillation"
- Accepted paper: (PRLetters-2018) "Asymmetric kernels in Gaussian Process for learning target variance"
- Organization: I am reviewer for ECCV-2018
- Organization: I am reviewer for CVPR-2018
2017 news:
- Accepted paper:(CVPR-2017)Video Acceleration Magnification.
- PhD thesis: "Continuous Learning in Computer Vision"
- Organization: I am reviewer for ICCV-2017
- Organization: I am reviewer for CVPR-2017
2016 news:
- Accepted paper: (ICIP-2016) "Featureless: Bypassing Feature Extraction In Action Categorization"
- Organization: I am reviewer for ECCV-2016
- Organization: I am reviewer for CVPR-2016
- New position: At TUDelft in the Computer Vision Lab