Fast content identification in high-dimensional feature spaces using sparse ternary codes S Ferdowsi, S Voloshynovskiy, D Kostadinov, T Holotyak
2016 IEEE International Workshop on Information Forensics and Security (WIFS …, 2016
28 2016 Sparse ternary codes for similarity search have higher coding gain than dense binary codes S Ferdowsi, S Voloshynovskiy, D Kostadinov, T Holotyak
Information Theory (ISIT), 2017 IEEE International Symposium on, 2017
11 2017 Privacy-preserving identification via layered sparse code design: Distributed servers and multiple access authorization B Razeghi, S Voloshynovskiy, S Ferdowsi, D Kostadinov
2018 26th European Signal Processing Conference (EUSIPCO), 2578-2582, 2018
6 2018 Learning overcomplete and sparsifying transform with approximate and exact closed form solutions D Kostadinov, S Voloshynovskiy, S Ferdowsi
2018 7th European Workshop on Visual Information Processing (EUVIP), 1-6, 2018
5 2018 Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups S Ferdowsi, B Razeghi, FP Calmon, T Holotyak, S Voloshynovskiy
45th International Conference on Acoustics, Speech, and Signal Processing …, 2020
4 2020 A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising S Ferdowsi, S Voloshynovskiy, D Kostadinov
IEEE International Conference on Image Processing 2017, 2017
4 2017 Secure representation of images using multi-layer compression S Ferdowsi, S Voloshynovskiy, D Kostadinov, M Korytkowski, R Scherer
International Conference on Artificial Intelligence and Soft Computing, 696-705, 2015
4 2015 Learning to compress and search visual data in large-scale systems S Ferdowsi
University of Geneva, 2019
3 2019 Learning non-structured, overcomplete and sparsifying transform D Kostadinov, S Voloshynovskiy, S Ferdowsi
Convergence 2500 (3000), 3500, 2017
3 2017 Local active content fingerprint: solutions for general linear feature maps D Kostadinov, S Voloshynovskiy, M Diephuis, S Ferdowsi, T Holotyak
2016 23rd International Conference on Pattern Recognition (ICPR), 949-954, 2016
3 2016 Robust human face recognition based on locality preserving sparse over complete block approximation D Kostadinov, S Voloshynovskiy, S Ferdowsi
Media Watermarking, Security, and Forensics 2014 9028, 902809, 2014
3 2014 A multi-layer network based on Sparse Ternary Codes for universal vector compression S Ferdowsi, S Voloshynovskiy, D Kostadinov
arXiv:1710.11510, 2017
2 2017 Sparse multi-layer image approximation: Facial image compression S Ferdowsi, S Voloshynovskiy, D Kostadinov
arXiv preprint arXiv:1506.03998, 2015
2 2015 Novel algorithm for translation from image content to semantic form J Rygał, J Romanowski, R Scherer, S Ferdowsi
International Conference on Artificial Intelligence and Soft Computing, 783-792, 2014
2 2014 Robust face recognition by group sparse representation that uses samples from list of subjects D Kostadinov, S Voloshynovskiy, S Ferdowsi, M Diephuis, R Scherer
International Conference on Artificial Intelligence and Soft Computing, 616-626, 2014
2 2014 Content identification: binary content fingerprinting versus binary content encoding S Ferdowsi, S Voloshynovskiy, D Kostadinov
Media Watermarking, Security, and Forensics 2014 9028, 90280P, 2014
2 2014 -VAE: Autoregressive parametrization of the VAE encoderS Ferdowsi, M Diephuis, S Rezaeifar, S Voloshynovskiy
https://arxiv.org/abs/1909.06236, 2019
1 2019 Learning discrimination specific, self-collaborative and nonlinear model D Kostadinov, B Razeghi, S Voloshynovskyy, S Ferdowsi
2018 IEEE International Conference on Big Knowledge (ICBK), 306-313, 2018
1 2018 Joint learning of local fingerprint and content modulation D Kostadinov, S Voloshynovskiy, S Ferdowsi
2017 25th European Signal Processing Conference (EUSIPCO), 276-280, 2017
1 2017 Mobile fuzzy system for detecting loss of consciousness and epileptic seizure P Staszewski, P Woldan, S Ferdowsi
International Conference on Artificial Intelligence and Soft Computing, 142-150, 2015
1 2015