Publications
2025 (1)Barral H, Arias P, Davy A. PDB Unet: A Spatio Temporal Video Fixed Pattern Noise Removal Network. Dins: Del Bue A, Canton C., Pont-Tuset J., Tommasi T. (eds.). Computer Vision - ECCV 2024 Workshops. Springer Cham; 2025. p. 244-260. |
2024 (3)Barral A, Arias P, Davy A. Fixed Pattern Noise Removal for Multi-View Single-Sensor Infrared Camera. Dins: -. Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. IEEE; 2024. p. 1658-1667. |
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Dewil V., Zheng Z., Barral A., Raad L., Nicolas N., Cassagne I., Morel J. M., Facciolo G., Galerne B., Arias P.. Adapting MIMO video restoration networks to low latency constraints. Dins: -. Proceedings of the British Machine Vision Conference 2024. BMVA; 2024. |
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Nguyen NL, Anger J, Davy A, Arias P, Facciolo G. Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. Dins: -. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE; 2024. p. 131-134. |
2022 (4)Courtois A, Morel JM, Arias P. Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos. arxiv.org 2022. |
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Courtois A, Morel JM, Arias P. Investigating Neural Architectures by Synthetic Dataset Design. Dins: AA. VV.. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2022). New Orleans: IEEE; 2022. p. 4886-4895. |
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Dewil V, Barral A, Facciolo G, Arias P. Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising?. Dins: AA. VV.. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2022). New Orleans: IEEE; 2022. p. 4896-4906. |
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Nguyen NL, Anger J, Davy A, Arias P, Facciolo G. Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. Dins: -. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE; 2022. p. 1848-1858. |
2021 (1)Davy A, Ehret T, Morel JM, Arias P, Facciolo G. Video Denoising by Combining Patch Search and CNNs. Journal of Mathematical Imaging and Vision 2021; 63: 73-88. |
2020 (2)Ehret T, Arias P. Implementation of the VBM3D video denoising method and some variants. arxiv.org 2020. |
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Hessel C, Grompone von Gioi R, Morel JM, Facciolo G, Arias P, de Franchis C. Relative Radiometric Normalization Using Several Automatically Chosen Reference Images for Multi-Sensor, Multioral Series. ISPRS Journal of Photogrammetry and Remote Sensing 2020; 2: 845-852. |
2019 (4)Arias P, Morel JM. Kalman Filtering of Patches for Frame-Recursive Video Denoising. Dins: -. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE; 2019. p. 1917-1926. |
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Davy A, Ehret T, Morel JM, Arias P, Facciolo G. A Non-Local CNN for Video Denoising. Dins: -. 2019 IEEE International Conference on Image Processing (ICIP). IEEE; 2019. p. 2409-2413. |
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Ehret T, Davy A, Arias P, Facciolo G. Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. Dins: -. 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE; 2019. p. 8867-8876. |
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Ehret T, Davy A, Morel JM, Facciolo G, Arias P. Model-Blind Video Denoising via Frame-To-Frame Training. Dins: -. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE; 2019. p. 11361-11370. |
2018 (4)Arias P, Facciolo G, Morel JM. A Comparison of Patch-Based Models in Video Denoising. Dins: -. 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP). IEEE; 2018. p. 1-5. |
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Ehret T, Morel JM, Arias P. Non-Local Kalman: A Recursive Video Denoising Algorithm. Dins: -. 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE; 2018. p. 3204-3208. |
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Ehret T., Arias P.. On the Convergence of PatchMatch and Its Variants. Dins: -. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE; 2018. p. 1121-1129. |
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Hurault S, Ehret T, Arias P. EPLL: An image denoising method using a gaussian mixture model learned on a large set of patches. Image Processing On Line 2018; 8: 465-489. |
2017 (6)Arias P, Morel JM. Video Denoising via Empirical Bayesian Estimation of Space-Time Patches. Journal of Mathematical Imaging and Vision 2017; 60: 70-93. |
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Arias P, Nikolova M. Below the Surface of the Non-local Bayesian Image Denoising Method. Dins: Lauze F, Dong Y, Dahl AB (eds.). Scale Space and Variational Methods in Computer Vision. 6th International Conference, SSVM 2017, Kolding, Denmark, June 4-8, 2017, Proceedings. Springer Cham; 2017. p. 208-220. |
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Ehret T, Arias P, Morel JM. Global Patch Search Boosts Video Denoising. Dins: Imai F, Tremeau A, Braz J (eds.). Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress; 2017. p. 124-134. |
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Fedorov V, Arias P, Facciolo G, Ballester C. Exemplar-based image inpainting using an affine invariant similarity measure. Dins: Telea A, Richard P, Linsen L, Braz J, Battiato S, Magnenat-Thalmann N, Imai F (eds.). Computer Vision, Imaging and Computer Graphics Theory and Applications. 11th International Joint Conference, VISIGRAPP 2016, Rome, Italy, February 27 - 29, 2016, Revised Selected Papers. Springer Cham; 2017. p. 454-474. |
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Gomez E, Arias P, Zinemanas P, Haro G.. Visual music transcription of clarinet video recordings trained with audio-based labelled data. Dins: -. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW). IEEE; 2017. p. 463-470. |
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Hach T., Arias P., Bosch C., Montesa J., Gasco P.. Seamless 3D Interaction of Virtual and Real Objects in Professional Virtual Studios. SMPTE Motion Imaging Journal 2017; 126(1). |
2015 (2)Arias P, Morel JM. Towards a Bayesian Video Denoising Method. Dins: Battiato S, Blanc-Talon J, Gallo G, Philips W, Popescu D, Scheunders P (eds.). Advanced Concepts for Intelligent Vision Systems. 16th International Conference, ACIVS 2015, Catania, Italy, October 26-29, 2015. Proceedings. Springer Cham; 2015. p. 107-117. |
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Fedorov V, Arias P, Sadek R, Facciolo G, Ballester C. Linear Multiscale Analysis of Similarities between Images on Riemannian Manifolds: Practical Formula and Affine Covariant Metrics. SIAM Journal on Imaging Sciences 2015; 8(3): 2021-2069. |
2013 (2)Lazcano V, Arias P, Facciolo G, Caselles V. A gradient based neighborhood filter for disparity interpolation. Dins: -. 2012 19th IEEE International Conference on Image Processing. IEEE; 2013. p. 873-876. |
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Sadek R, Facciolo G, Arias P, Caselles V. A Variational Model for Gradient-Based Video Editing. International Journal of Computer Vision 2013; 103: 127-162. |
2012 (2)Arias P, Caselles V, Facciolo G. Analysis of a Variational Framework for Exemplar-Based Image Inpainting. Multiscale Modeling and Simulation 2012; 10(2). |