Publications
You can also browse my Google Scholar profile.
Top-Tier Journal Publications
F. Diego, J. Serrat and A. M. López.
Joint Spatio--Temporal Alignment of Sequences
IEEE Trans. on Multimedia (T-MM), 2013.
[BibTeX] [PDF] [Project Page]@Article{diego2013a, author = {F. Diego and J. Serrat and A. M. L\'opez}, title = {Joint Spatio--Temporal Alignment of Sequences}, journal = {IEEE Trans. on Multimedia (T-MM)}, year = {2013} }J. M. Alvarez, T. Gevers, F. Diego and A. M. López.
Road Geometry Classification by Adaptive Shape Models
IEEE Trans. on Intelligent Transportation Systems (T-ITS), 2012.
[BibTeX] [PDF]@Article{alvarez2012a, author = {J. M. Alvarez and T. Gevers and F. Diego and A. M. L\'opez}, title = {Road Geometry Classification by Adaptive Shape Models}, journal = {IEEE Trans. on Intelligent Transportation Systems (T-ITS)}, year = {2012} }F. Diego, D. Ponsa, J. Serrat and A. M. López.
Video alignment for change detection
IEEE Trans. on Image Processing (TIP), 2011.
[BibTeX] [PDF] [Project Page]@Article{diego2012a, author = {F. Diego and D. Ponsa and J. Serrat and A. M. L\'opez}, title = {Video alignment for change detection}, journal = {IEEE Trans. on Image Processing (TIP)}, year = {2011} }J. Serrat, F. Diego, F. Lumbreras, Jose M. Álvarez, A. M. L\ópez and C. Elvira.
Dynamic comparison of headlights
IEEE Trans. on Image Processing (TIP), 2011.
[BibTeX] [PDF]@Article{serrat2007a, author = {J. Serrat and F. Diego and F. Lumbreras and Jose M. \'Alvarez and A. M. L\ópez and C. Elvira}, title = {Dynamic comparison of headlights}, journal = {Journal of Automobile Engineering, Proc. of the Institution of Mechanical Engineers, Part D, 2007.}, year = {2007} }
Conferences
R. Mackowiak, P. Lenz, O. Ghori, F. Diego, O. Lange and C Rother.
Cereals-cost-effective region-based active learning for semantic segmentation
British Machine Vision Conference (BMVC) , 2018.
[BibTeX] [PDF]@Article{Mackowiak2018a, author = {R. Mackowiak and P. Lenz and O. Ghori and F. Diego and O. Lange and C. Rother}, title = {Cereals-cost-effective region-based active learning for semantic segmentation}, journal = {British Machine Vision Conference (BMVC)}, year = {2018} }O. Ghori, R. Mackowiak, M. Bautista, N. Beuter, L. Drumond, F. Diego and B. Ommer.
Learning to forecast pedestrian intention from pose dynamics
IEEE Intelligent Vehicles Symposium (IV) , 2018.
[BibTeX]@Article{ghori2018a, author = {O. Ghori and R. Mackowiak and M. Bautista and N. Beuter and L. Drumond and F. Diego and B. Ommer}, title = {Learning to forecast pedestrian intention from pose dynamics}, journal = {IEEE Intelligent Vehicles Symposium (IV)}, year = {2018} }S. Peter, F. Diego, F.A. Hamprecht and B. Nadler.
Cost efficient gradient boosting
Neural Information Processing Systems (NeurIPS) , 2017.
[BibTeX] [PDF] [Code]@Article{peter2017a, author = {S. Peter and F. Diego and F.A. Hamprecht and B. Nadler}, title = {Cost efficient gradient boosting}, journal = {Neural Information Processing Systems (NeurIPS)}, year = {2017} }S. Peter, E. Kirschbaum, M. Both, L. Campbell, B. Harvey, C. Heins, D. Durstewitz, F. Diego and FA Hamprecht.
Sparse convolutional coding for neuronal assembly detection
Neural Information Processing Systems (NeurIPS) , 2017.
[BibTeX] [PDF] [Code]@Article{peter2017b, author = {S. Peter and E. Kirschbaum and M. Both and L. Campbell and B. Harvey and, C. Heins and D. Durstewitz and F. Diego and FA Hamprecht}, title = {Sparse convolutional coding for neuronal assembly detection}, journal = {Neural Information Processing Systems (NeurIPS)}, year = {2017} }M. Schiegg, F. Diego and F.A. Hamprecht.
Learning Diverse Models: The Coulomb Structured Support Vector Machine
European Conference on Computer Vision (ECCV) , 2016.
[BibTeX] [PDF] [Code]@Article{schiegg2016a, author = {M. Schiegg and F. Diego and F.A. Hamprecht}, title = {Learning Diverse Models: The Coulomb Structured Support Vector Machine}, journal = {European Conference on Computer Vision (ECCV)}, year = {2016} }M. Kandemir, M. Haussmann, F. Diego and V. Kumar, J. van der Laak and F.A. Hamprecht.
Variational weakly supervised Gaussian processes
British Machine Vision Conference (BMVC) , 2016.
[BibTeX] [PDF] [Code]@Article{kandemir2016a, author = {M. Kandemir and M. Haussmann and F. Diego and V. Kumar and J. {van der Laak} and F.A. Hamprecht.}, title = {Variational weakly supervised Gaussian processes}, journal = {British Machine Vision Conference (BMVC)}, year = {2016} }F. Diego and F.A. Hamprecht.
Structured Regression Gradient Boosting
Computer Vision and Pattern Recognition (CVPR) , 2016.
[BibTeX] [PDF] [Project]@Article{diego2016a, author = {F. Diego and F.A. Hamprecht}, title = {Structured Regression Gradient Boosting}, journal = {Computer Vision and Pattern Recognition (CVPR)}, year = {2016} }F. Diego and F.A. Hamprecht.
Sparse Space-Time Deconvolution for Calcium Image Analysis
Neural Information Processing Systems (NeurIPS) , 2014.
[BibTeX] [PDF]@Article{diego2014a, author = {F. Diego and F.A. Hamprecht}, title = {Sparse Space-Time Deconvolution for Calcium Image Analysis}, journal = {Neural Information Processing Systems (NeurIPS)}, year = {2014} }L. Fiaschi, F. Diego, K. Gregor, M. Schiegg, U. Koethe, M. Zlatic and F. A. Hamprecht.
Learning to disambiguate indistinguishable objects over time using weakly supervised structured learning
Computer Vision and Pattern Recognition (CVPR) , 2014.
[BibTeX] [PDF]@Article{fiaschi2014a, author = {L. Fiaschi and F. Diego and K. Gregor and M. Schiegg and U. Koethe and M. Zlatic and F. A. Hamprecht}, title = {Learning to disambiguate indistinguishable objects over time using weakly supervised structured learning}, journal = {Computer Vision and Pattern Recognition (CVPR)}, year = {2014} }F. Diego and F.A. Hamprecht.
Learning Multi-Level Sparse Representation
Neural Information Processing Systems (NeurIPS) , 2013.
[BibTeX] [PDF]@Article{diego2013a, author = {F. Diego and F.A. Hamprecht}, title = {Learning Multi-Level Sparse Representation}, journal = {Neural Information Processing Systems (NeurIPS)}, year = {2013} }F. Diego, S. Reichinnek, M. Both and F.A. Hamprecht.
Automated Identification of Neuronal Activity from Calcium Imaging by Sparse Dictionary Learning
International Symposium on Biomedical Imaging (ISBI) , 2013.
[BibTeX] [PDF] [Code] [Code2]@Article{diego2013b, author = {F. Diego and S. Reichinnek and M. Both and F.A. Hamprecht}, title = {Automated Identification of Neuronal Activity from Calcium Imaging by Sparse Dictionary Learning}, journal = {International Symposium on Biomedical Imaging (ISBI)}, year = {2013} }G.D. Evangelidis, F. Diego and R. Horaud.
From Video Matching to Video Grounding
ICCV Workshop on Computer Vision in Vehicle Technology (ICCVW) , 2013.
[BibTeX] [PDF] [Project]@Article{evangelidis2013a, author = {G.D. Evangelidis and F. Diego and R. Horaud}, title = {From Video Matching to Video Grounding}, journal = {ICCV Workshop on Computer Vision in Vehicle Technology (ICCVW)}, year = {2013} }F. Diego and F.A. Hamprecht.
Learning Latent Structure for Identifying Neuronal Activity
NeurIPS Workshop on Machine Learning and Interpretation in NeuroImaging, 2012.
[BibTeX]@Article{diego2012a, author = {F. Diego and F.A. Hamprecht}, title = {Learning Latent Structure for Identifying Neuronal Activity}, journal = {NeurIPS Workshop on Machine Learning and Interpretation in NeuroImaging}, year = {2012} }F. Diego, G.D. Evangelidis and J. Serrat.
Night-time outdoor surveillance by mobile cameras
Int. Conf. on Pattern Recognition, Applications and Methods (ICPRAM), 2012.
[BibTeX] [PDF]@Article{diego2012b, author = {F. Diego, G.D. Evangelidis and J. Serrat}, title = {Night-time outdoor surveillance by mobile cameras}, journal = {Int. Conf. on Pattern Recognition, Applications and Methods (ICPRAM)}, year = {2012} }G.D. Evangelidis, F. Diego, J. Serrat and A. M. López.
Slice Matching for Accurate Spatio-Temporal Alignment
ICCV Workshop on Visual Surveillance , 2011.
[BibTeX] [PDF] [Project]@Article{evangelidis2011a, author = {G.D. Evangelidis, F. Diego, J. Serrat and A. M. L\'opez}, title = {Slice Matching for Accurate Spatio-Temporal Alignment}, journal = {ICCV Workshop on Visual Surveillance}, year = {2011} }F. Diego, J.M. Álvarez, J. Serrat and A. M. López.
Vision Based Road Detection via On-line Video Registration
IEEE Intelligent Transportation Systems Conference (ITSC), 2010.
[BibTeX] [PDF] [Project]@Article{diego2010a, author = {F. Diego and J. M. \'Alvarez and J. Serrat and A. M. L\'opez}, title = {Vision Based Road Detection via On-line Video Registration}, journal = {IEEE Intelligent Transportation Systems Conference (ITSC)}, year = {2010} }F. Diego, D. Ponsa, J. Serrat and A. M. López.
Vehicle Geolocalization based on video synchronization
IEEE Intelligent Transportation Systems Conference (ITSC), 2010.
[BibTeX] [PDF] [Project] [Slides]@Article{diego2010b, author = {F. Diego and D. Ponsa and J. Serrat and A. M. L\'opez}, title = {Vehicle Geolocalization based on video synchronization}, journal = {IEEE Intelligent Transportation Systems Conference (ITSC)}, year = {2010} }J.M. Álvarez, F. Diego, J. Serrat, A. M. López and D. Ponsa.
Automatic Ground-truthing using Video Registration for On-Board Detection Algorithms
International Conference in Image Processing (ICIP), 2009.
[BibTeX] [PDF]@Article{alvarez2009a, author = {J. M. \'Alvarez and F. Diego and J. Serrat and A. M. L\'opez and D. Ponsa}, title = {Automatic Ground-truthing using Video Registration for On-Board Detection Algorithms}, journal = {International Conference in Image Processing (ICIP)}, year = {2009} }F. Diego, D. Ponsa, J. Serrat and A. M. López.
Video Aligment for Automotive Applications
One day BMVA symposium: Vision for Automotive Applications, 2009.
[BibTeX]@Article{diego2009a, author = {F. Diego and D. Ponsa and J. Serrat and A. M. L\'opez}, title = {Video Aligment for Automotive Applications}, journal = {One day BMVA symposium: Vision for Automotive Applications}, year = {2009} }F. Diego, D. Ponsa, J. Serrat and A. M. López.
Video Alignment for Difference-spotting
ECCV workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications (ECCVW: M2SFA2 2008), 2008.
[BibTeX] [PDF]@Article{diego2008a, author = {F. Diego and D. Ponsa and J. Serrat and A. M. L\'opez}, title = {Video Alignment for Difference-spotting}, journal = { ECCV workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications (ECCVW: M2SFA2 2008)}, year = {2008} }J. Serrat, F. Diego, F. Lumbreras and J.M. Álvarez.
Synchronization of Video Sequences from Free-Moving Cameras
3rd Iberian Conf. on Pattern Recognition and Image Analysis (IbPRIA), 2007.
[BibTeX] [PDF]@Article{serrat2007a, author = {J. Serrat and F. Diego and F. Lumbreras and J.M. \'Alvarez}, title = {Synchronization of Video Sequences from Free-Moving Cameras}, journal = {3rd Iberian Conf. on Pattern Recognition and Image Analysis (IbPRIA)}, year = {2007} }J. Serrat, F. Diego, F. Lumbreras and J.M. Álvarez.
Alignment of videos recorded from moving vehicles
International Conference on Image Analysis and Processing (ICIAP), 2007.
[BibTeX] [PDF]@Article{serrat2007b, author = {J. Serrat and F. Diego and F. Lumbreras and J.M. \'Alvarez}, title = {Alignment of videos recorded from moving vehicles}, journal = {International Conference on Image Analysis and Processing (ICIAP)}, year = {2007} }H. Duxans, D. Erro, J. Perez, F. Diego, A. Bonafonte and A. Moreno.
Voice Conversion of Non-Aligned Data Using Unit Selection
TC-STAR Workshop on Speech-to-Speech Translation, 2006.
[BibTeX]@Article{duxans2016a, author = {H. Duxans and D. Erro and J. Perez and F. Diego and A. Bonafonte and A. Moreno.}, title = {Voice Conversion of Non-Aligned Data Using Unit Selection}, journal = {TC-STAR Workshop on Speech-to-Speech Translation}, year = {2006} }
Books
F. Diego, D. Geronimo and J. Vazquez-Corral (Eds.)
State of the Art of Research and Development in Computer Vision
Proceedings of the Sixth CVC Workshop. Computer Vision Center , 2011.
[BibTeX]@Article{diego2011book, author = {F. Diego and D. Geronimo and J. Vazquez-Corral (Eds.)}, title = {State of the Art of Research and Development in Computer Vision}, journal = {Proceedings of the Sixth CVC Workshop. Computer Vision Center}, year = {2011} }