Siavash Bigdeli
Siavash Bigdeli
Associate Professor, Technical University of Denmark
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Cited by
Cited by
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
Deep mean-shift priors for image restoration
SA Bigdeli, M Jin, P Favaro, M Zwicker
NeurIPS, 2017
Image restoration using autoencoding priors
S Arjomand Bigdeli, M Zwicker
Proceedings of the 13th International Joint Conference on Computer Vision …, 2018
Hand-held 3D light field photography and applications
D Donatsch, SA Bigdeli, P Robert, M Zwicker
The Visual Computer 30 (6), 897-907, 2014
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
Learning generative models using denoising density estimators
SA Bigdeli, G Lin, T Portenier, LA Dunbar, M Zwicker
arXiv preprint arXiv:2001.02728, 2020
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
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars
T Portenier, S Bigdeli, O Göksel
NeurIPS, 2020
Image restoration using plug-and-play cnn map denoisers
S Bigdeli, D Honzátko, S Süsstrunk, LA Dunbar
arXiv preprint arXiv:1912.09299, 2019
Detecting memorization in ReLU networks
E Collins, SA Bigdeli, S Süsstrunk
arXiv preprint arXiv:1810.03372, 2018
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
Temporally coherent disparity maps using CRFs with fast 4D filtering, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR)
S Arjomand Bigdeli, G Budweiser, M Zwicker
Asian Conference on Pattern Recognition (ACPR), 301-305, 2016
Defect segmentation for multi-illumination quality control systems
D Honzátko, E Türetken, SA Bigdeli, LA Dunbar, P Fua
Machine Vision and Applications 32 (6), 1-16, 2021
Deep Semantic Segmentation Using Nir as Extra Physical Information
S Bigdeli, S Süsstrunk
2019 IEEE International Conference on Image Processing (ICIP), 2439-2443, 2019
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
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
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
bioRxiv, 2021
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
Image denoising via MAP estimation using deep neural networks
S Bigdeli, S Süsstrunk
Intl. Biomed. Astronom. Signal Process. (BASP) Frontiers Workshop, 76, 2019
Advanced Restoration Techniques for Images and Disparity Maps
SA Bigdeli, 2018
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