Ferran Diego

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Fred A. HamprechtProfessor, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Antonio Manuel López PeñaProfessor Computer Science, ICREA Academia; DCC & CVC at Univ. Autònoma de Barcelona (UAB)Verified email at cvc.uab.es
Jose M. AlvarezNVIDIAVerified email at nvidia.com
Daniel PonsaCentre de Visió per Computador, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Sven PeterPhD Student, University of HeidelbergVerified email at iwr.uni-heidelberg.de
Felipe LumbrerasUniversitat Autònoma de Barcelona, Centre de Visió per ComputadorVerified email at cvc.uab.es
Martin SchieggResearch Scientist, Bosch Center for AIVerified email at bosch.com
Asuncion MorenoProfessor of Signal Processing, Universitat Politecnica de CatalunyaVerified email at upc.edu
Daniel ErroIdenty Touchless IDVerified email at identy.io
Antonio BonafonteSanas AIVerified email at sanas.ai
Theo GeversComputer Vision Research Group, University of Amsterdam (UvA); 3DUniversumVerified email at uva.nl
Georgios EvangelidisResearch Scientist, Snap Inc.Verified email at snap.com
Luca FiaschiHelloFreshVerified email at mistplay.com
Zlatic MartaVerified email at janelia.hhmi.org
Ullrich KötheAdjunct Professor of Computer Science, University of HeidelbergVerified email at iwr.uni-heidelberg.de
Manuel HaussmannSyddansk UniversitetVerified email at imada.sdu.dk
Kumar RajamaniAssociate Director, Cropin TechnologiesVerified email at cropin.com
Jeroen van der LaakRadboud University Medical CenterVerified email at radboudumc.nl
Radu Patrice HoraudEmeritus (since October 2022) at Inria GrenobleVerified email at inria.fr

Ferran Diego

Telefónica Research

Verified email at telefonica.com - Homepage

Machine Learning Sparse Representations Low-level Image Processing Computational Neuroscience Learning-Based Image Analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Cereals-cost-effective region-based active learning for semantic segmentation R Mackowiak, P Lenz, O Ghori, F Diego, O Lange, C Rother arXiv preprint arXiv:1810.09726, 2018	123	2018
Cost efficient gradient boosting S Peter, F Diego, FA Hamprecht, B Nadler Advances in neural information processing systems 30, 2017	69	2017
Sparse Space-Time Deconvolution for Calcium Image Analysis F Diego, FA Hamprecht Neural Information Processing Signals (NIPS), 2014	59*	2014
Sparse Space-Time Deconvolution for Calcium Image Analysis FD Andilla, FA Hamprecht Neural Information Processing Signals (NIPS), 2014	59*	2014
Video alignment for change detection F Diego, D Ponsa, J Serrat, AM López IEEE Transactions on Image Processing 20 (7), 1858-1869, 2010	57	2010
Learning to forecast pedestrian intention from pose dynamics O Ghori, R Mackowiak, M Bautista, N Beuter, L Drumond, F Diego, ... 2018 IEEE Intelligent Vehicles Symposium (IV), 1277-1284, 2018	56	2018
Voice conversion of non-aligned data using unit selection H Duxans, D Erro, J Pérez, F Diego, A Bonafonte, A Moreno TC-STAR WSST, 2006	44	2006
Joint spatio-temporal alignment of sequences F Diego, J Serrat, AM López IEEE Transactions on Multimedia 15 (6), 1377-1387, 2013	38	2013
Road geometry classification by adaptive shape models JM Alvarez, T Gevers, F Diego, AM Lopez IEEE Transactions on Intelligent Transportation Systems 14 (1), 459-468, 2012	38	2012
Automated identification of neuronal activity from calcium imaging by sparse dictionary learning F Diego, S Reichinnek, M Both, FA Hamprecht 2013 IEEE 10th International Symposium on Biomedical Imaging, 1058-1061, 2013	36	2013
Tracking indistinguishable translucent objects over time using weakly supervised structured learning L Fiaschi, F Diego, K Gregor, M Schiegg, U Koethe, M Zlatic, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	31	2014
Inter-operability and orchestration in heterogeneous cloud/edge resources: The accordion vision I Korontanis, K Tserpes, M Pateraki, L Blasi, J Violos, F Diego, E Marin, ... Proceedings of the 1st Workshop on Flexible Resource and Application …, 2020	29	2020
Learning multi-level sparse representations F Diego Andilla, FA Hamprecht Advances in Neural Information Processing Systems 26, 2013	25	2013
Sparse convolutional coding for neuronal assembly detection S Peter, E Kirschbaum, M Both, L Campbell, B Harvey, C Heins, ... Advances in Neural Information Processing Systems 30, 2017	24	2017
Security in Cloud-Native Services: A Survey T Theodoropoulos, L Rosa, C Benzaid, P Gray, E Marin, A Makris, ... Journal of Cybersecurity and Privacy 3 (4), 758-793, 2023	20	2023
Vision-based road detection via on-line video registration F Diego, JM Alvarez, J Serrat, AM López 13th International IEEE Conference on Intelligent Transportation Systems …, 2010	20	2010
Variational Weakly Supervised Gaussian Processes. M Kandemir, M Haussmann, F Diego, KT Rajamani, J Van Der Laak, ... BMVC, 71.1-71.12, 2016	15	2016
Synchronization of video sequences from free-moving cameras J Serrat, F Diego, F Lumbreras, JM Álvarez Iberian Conference on Pattern Recognition and Image Analysis, 620-627, 2007	14	2007
Istdeco: In situ transcriptomics decoding by deconvolution A Andersson, F Diego, FA Hamprecht, C Wählby bioRxiv, 2021.03. 01.433040, 2021	9	2021
Unsupervised representation learning by discovering reliable image relations T Milbich, O Ghori, F Diego, B Ommer Pattern Recognition 102, 107107, 2020	9	2020

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