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Siavash Bigdeli
Siavash Bigdeli
Associate Professor, Technical University of Denmark
Verified email at dtu.dk
Title
Cited by
Cited by
Year
Faceshop: Deep sketch-based face image editing
T Portenier, Q Hu, A Szabo, SA Bigdeli, P Favaro, M Zwicker
ACM Transactions on Graphics (TOG) 37, 2018
1522018
Deep mean-shift priors for image restoration
SA Bigdeli, M Jin, P Favaro, M Zwicker
NeurIPS 2017, 2017
130*2017
Image restoration using autoencoding priors
S Arjomand Bigdeli, M Zwicker
Proceedings of the 13th International Joint Conference on Computer Vision …, 2018
84*2018
Hand-held 3D light field photography and applications
D Donatsch, SA Bigdeli, P Robert, M Zwicker
The Visual Computer 30, 897-907, 2014
242014
AIM 2020 challenge on image extreme inpainting
E Ntavelis, A Romero, S Bigdeli, R Timofte, Z Hui, X Wang, X Gao, C Shin, ...
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
222020
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars
T Portenier, S Bigdeli, O Göksel
NeurIPS 2020, 2020
202020
Efficient neural vision systems based on convolutional image acquisition
P Pad, S Narduzzi, C Kundig, E Turetken, SA Bigdeli, LA Dunbar
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
202020
Learning generative models using denoising density estimators
SA Bigdeli, G Lin, LA Dunbar, T Portenier, M Zwicker
IEEE Transactions on Neural Networks and Learning Systems, 2023
162023
Image restoration using plug-and-play cnn map denoisers
S Bigdeli, D Honzátko, S Süsstrunk, LA Dunbar
Proceedings of the 15th International Joint Conference on Computer Vision …, 2020
92020
Optimizing the consumption of spiking neural networks with activity regularization
S Narduzzi, SA Bigdeli, SC Liu, LA Dunbar
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
72022
Efficient blind-spot neural network architecture for image denoising
D Honzátko, SA Bigdeli, E Türetken, LA Dunbar
2020 7th Swiss Conference on Data Science (SDS), 59-60, 2020
72020
Machine learning algorithms can predict tail biting outbreaks in pigs using feeding behaviour records
C Ollagnier, C Kasper, A Wallenbeck, L Keeling, G Bee, SA Bigdeli
Plos one 18 (1), e0252002, 2023
62023
Defect segmentation for multi-illumination quality control systems
D Honzátko, E Türetken, SA Bigdeli, LA Dunbar, P Fua
Machine Vision and Applications 32, 1-16, 2021
62021
Hanbin Son, et al. Aim 2020 challenge on image extreme inpainting
E Ntavelis, A Romero, S Bigdeli, R Timofte, Z Hui, X Wang, X Gao, C Shin, ...
European Conference on Computer Vision, 716-741, 2020
52020
Detecting memorization in ReLU networks
E Collins, SA Bigdeli, S Süsstrunk
arXiv preprint arXiv:1810.03372, 2018
42018
Deep semantic segmentation using nir as extra physical information
S Bigdeli, S Süsstrunk
2019 IEEE International Conference on Image Processing (ICIP), 2439-2443, 2019
32019
Temporally coherent disparity maps using CRFs with fast 4D filtering
SA Bigdeli, G Budweiser, M Zwicker
IPSJ Transactions on Computer Vision and Applications 8 (1), 10, 2016
32016
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
N Weng, S Bigdeli, E Petersen, A Feragen
Workshop on Clinical Image-Based Procedures, 142-152, 2023
22023
Real time eye gaze tracking for human machine interaction in the cockpit
E Türetkin, S Saeedi, S Bigdeli, P Stadelmann, N Cantale, L Lutnyk, ...
AI and Optical Data Sciences III 12019, 24-33, 2022
22022
Image denoising via MAP estimation using deep neural networks
S Bigdeli, S Süsstrunk
Intl. Biomed. Astronom. Signal Process. (BASP) Frontiers Workshop, 76, 2019
12019
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Articles 1–20