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Self-supervised multi-image super-resolution for push-frame satellite images
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Earth Vision Workshop, 2021
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Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution
2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
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Self-Supervised Training for Blind Multi-Frame Video Denoising
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021, pp. 2724-2734
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Video Denoising by Combining Patch Search and CNNs
Journal of Mathematical Imaging and Vision, 63:73–88, 2021
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Relative Radiometric Normalization Using Several Automatically Chosen Reference Images for Multi-Sensor, Multi-Temporal Series
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (The Annals act as the proceedings of the 2020 edition of the XXIVth ISPRS Congress)
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A Non-Local CNN for Video Denoising
IEEE Int. Conf. on Image Processing (ICIP), 2019
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Joint demosaicing and denoising by overfitting of bursts of raw images
Intl. Conf. on Computer Vision (ICCV). Seoul, 2019
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Kalman filtering of patches for frame recursive video denoising
IEEE Conf. on Compuper Vision and Pattern Recogition Workshops (CVPRW). NTIRE: New Trends on Image Restoration and Enhancement Workshop. Long Beach, 2019
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Model-blind Video Denoising Via Frame-to-frame Training
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2019). Long Beach, 2019
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Non-Local Kalman: A recursive video denoising algorithm
IEEE Int. Conf. on Image Processing (ICIP 2018). Athens, 2018
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A comparison of Patch-Based Models in Video Denoising.
IEEE 13th Image, Video and Multidimensional Signal Processing Workshop (IVMSP 2018). Aristi, 2018
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On the convergence of PatchMatch
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2018). Salt Lake City, 2018
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Video denoising via Empirical Bayesian Estimation of Space-Time Patches
Journal of Mathematical Imaging and Vision, 60(1):70-93, 2017
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Below the surface of the Non-Local Bayesian Image Denoising method
6th Int. Conf. on Scale Space and Variational Methods (SSVM 2017). Kolding, 2017
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Global patch search boost video denoising.
Proc. of the 12th Int. Joint Conf. on Computer Vision Imaging and Computer Grahpics Theory and Applications (VISIGRAPP 2016), Volume 4: VISAPP. Porto, 2016
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Visual music transcription of clarinet video recordings trained with audio-based labelled data
Int. Conf. on Computer Vision Workshop on Computer Vision for Audio-Visual Media (CVAVM). Venice, 2017
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Exemplar-based image inpainting using an affine invariant similarity measure
VISIGRAPP 2016 (Revised Selected Papers)
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Affine invariant self-similarity for exemplar-based inpainting.
Proceedings of the 11th Int. Joint Conf. on Computer Vision Imaging and Computer Grahpics Theory and Applications (VISIGRAPP), Volume 3: VISAPP. Rome, 2016
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Variational framework for non-local inpainting
Image Processing On Line 5:362-386, 2015
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Linear multiscale analysis of similarities between images on Riemannian manifolds: Practical formula and affine covariant metrics
SIAM Journal on Imaging Sciences 8(3):2021-2069, 2015
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Towards a Bayesian video denoising method
Int. Conf. on Advanced Concepts for Intelligent Vision Systems (ACIVS). Catania, 2015
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A Variational Model for Gradient-Based Video Editing
International Journal of Computer Vision, 103(1):127-162, 2012
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Nonlocal variational models for inpainting and interpolation
Mathematical Models and Methods in Applied Sciences, 22, 2012
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Analysis of a Variational Framework for Exemplar-Based Image Inpainting
Multiscale Modeling and Simulation, 10(2), 2012
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A gradient-based neighborhood filter for disparity interpolation
IEEE Int. Conf. on Image Processing (ICIP). Miami, 2012
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A Variational Framework for Exemplar-Based Image Inpainting
International Journal of Computer Vision, 93(3):319-347, 2011
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Exemplar-based interpolation of sparsely sampled images
7th Int. Conf. on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR). Bonn, 2009
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A variational framework for non-local image inpainting
7th Int. Conf. on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR). Bonn, 2009
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Connecting the Out-of-Sample and the Pre-Image Problems in Kernel Methods
Proceedings of IEEE Conf. on Computer Vision and Pattern Recognition. Minneapolis, 2007
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Ultrasound Image Segmentation with Shape Priors: Application to Automatic Cattle Rib-Eye Area Estimation
IEEE Transactions on Image Processing, 16(6):1637-1645, 2007
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Video Analysis Platform
XII Congreso Argentino de Ciencias de la Comunicación, Octubre de 2006.
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Method and system for remotely measuring the volume of liquid stored in external floating roof tanks
US Patent Application No. 20180336693 (2018).
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Computer-implemented method and system for processing video with temporal consistency.
European Patent Application No. EP3249609A1 (2016).
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Variational methods for exemplar-based image inpainting and gradient-domain video editing
Universitat Pompeu Fabra, October, 2013
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