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Pier Luigi Dragotti - Publications

Affiliations: 
2002 École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland 
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67 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Quicke P, Howe CL, Song P, Jadan HV, Song C, Knöpfel T, Neil M, Dragotti PL, Schultz SR, Foust AJ. Subcellular resolution three-dimensional light-field imaging with genetically encoded voltage indicators. Neurophotonics. 7: 035006. PMID 32904628 DOI: 10.1117/1.Nph.7.3.035006  0.368
2020 Song P, Jadan HV, Howe CL, Quicke P, Foust AJ, Dragotti PL. 3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images. Ieee Transactions On Computational Imaging. 6: 1017-1032. PMID 32851121 DOI: 10.1109/Tci.2020.2997301  0.338
2020 Deng X, Dragotti PL. Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32248098 DOI: 10.1109/Tpami.2020.2984244  0.355
2020 Alexandru R, Dragotti PL. Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information Ieee Transactions On Signal Processing. 68: 747-763. DOI: 10.1109/Tsp.2019.2961301  0.405
2020 Deng X, Song P, Rodrigues MRD, Dragotti PL. RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning Ieee Transactions On Circuits and Systems For Video Technology. 30: 2447-2462. DOI: 10.1109/Tcsvt.2019.2923901  0.379
2020 Song P, Deng X, Mota JFC, Deligiannis N, Dragotti PL, Rodrigues MRD. Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries Ieee Transactions On Computational Imaging. 6: 57-72. DOI: 10.1109/Tci.2019.2916502  0.364
2019 Deng X, Dragotti PL. Deep Coupled ISTA Network for Multi-modal Image Super-Resolution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31603781 DOI: 10.1109/Tip.2019.2944270  0.355
2019 Lawson M, Brookes M, Dragotti PL. Scene Estimation From a Swiped Image Ieee Transactions On Computational Imaging. 5: 540-555. DOI: 10.1109/Tci.2019.2913105  0.351
2018 Huang JJ, Dragotti PL. Photo Realistic Image Completion via Dense Correspondence. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30004876 DOI: 10.1109/Tip.2018.2852488  0.376
2018 Yang G, Yu S, Dong H, Slabaugh G, Dragotti PL, Ye X, Liu F, Arridge S, Keegan J, Guo Y, Firmin D. DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. Ieee Transactions On Medical Imaging. 37: 1310-1321. PMID 29870361 DOI: 10.1109/Tmi.2017.2785879  0.376
2018 Lu YM, Onativia J, Dragotti PL. Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis Ieee Transactions On Information Theory. 64: 2639-2647. DOI: 10.1109/Tit.2017.2735450  0.385
2017 Schuck R, Go MA, Garasto S, Reynolds S, Dragotti PL, Schultz S. Multiphoton minimal inertia scanning for fast acquisition of neural activity signals. Journal of Neural Engineering. PMID 29129832 DOI: 10.1088/1741-2552/Aa99E2  0.334
2017 Murray-Bruce J, Dragotti PL. A Sampling Framework for Solving Physics-Driven Inverse Source Problems Ieee Transactions On Signal Processing. 65: 6365-6380. DOI: 10.1109/Tsp.2017.2742983  0.319
2017 Frossard P, Dragotti PL, Ortega A, Rabbat M, Ribeiro A. Cooperative Special Issue on Graph Signal Processing in the IEEE Journal of Selected Topics in Signal Processing and the IEEE Transactions on Signal and Information Processing Over Networks Ieee Transactions On Signal and Information Processing Over Networks. 3: 448-450. DOI: 10.1109/TSIPN.2017.2734178  0.477
2017 Frossard P, Dragotti PL, Ortega A, Rabbat MG, Ribeiro A. Introduction to the IEEE Journal on Selected Topics in Signal Processing and IEEE Transactions on Signal and Information Processing Over Networks Joint Special Issue on Graph Signal Processing Ieee Journal of Selected Topics in Signal Processing. 11: 771-773. DOI: 10.1109/Jstsp.2017.2733938  0.548
2017 Kotzagiannidis MS, Dragotti PL. Sampling and reconstruction of sparse signals on circulant graphs – an introduction to graph-FRI Applied and Computational Harmonic Analysis. 47: 539-565. DOI: 10.1016/J.Acha.2017.10.003  0.331
2016 Wei X, Dragotti PL. FRESH - FRI-based single-image super-resolution algorithm. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27168595 DOI: 10.1109/Tip.2016.2563178  0.42
2016 Tagliasacchi M, Visentini-Scarzanella M, Dragotti PL, Tubaro S. Identification of Transform Coding Chains Ieee Transactions On Image Processing. 25: 1109-1123. PMID 26685239 DOI: 10.1109/Tip.2015.2507985  0.437
2016 Murray-Bruce J, Dragotti PL. Physics-driven quantized consensus for distributed diffusion source estimation using sensor networks Eurasip Journal On Advances in Signal Processing. 2016: 14. DOI: 10.1186/S13634-016-0313-7  0.305
2016 Lawson M, Brookes M, Dragotti PL. Capturing the plenoptic function in a swipe Proceedings of Spie. 9971. DOI: 10.1117/12.2236981  0.374
2016 Zhang Y, Dragotti PL. Sampling Streams of Pulses With Unknown Shapes Ieee Transactions On Signal Processing. 64: 5450-5465. DOI: 10.1109/Tsp.2016.2585119  0.352
2015 Oñativia J, Dragotti PL. Sparse sampling: theory, methods and an application in neuroscience Biological Cybernetics. 109: 125-139. PMID 25452206 DOI: 10.1007/S00422-014-0639-X  0.394
2015 Kotzagiannidis MS, Dragotti PL. Higher-order graph wavelets and sparsity on circulant graphs Proceedings of Spie. 9597. DOI: 10.1117/12.2192003  0.313
2015 Murray-Bruce J, Dragotti PL. Estimating Localized Sources of Diffusion Fields Using Spatiotemporal Sensor Measurements Ieee Transactions On Signal Processing. 63: 3018-3031. DOI: 10.1109/Tsp.2015.2419187  0.341
2015 Thongkamwitoon T, Muammar H, Dragotti P. An Image Recapture Detection Algorithm Based on Learning Dictionaries of Edge Profiles Ieee Transactions On Information Forensics and Security. 10: 953-968. DOI: 10.1109/Tifs.2015.2392566  0.372
2015 Wei X, Dragotti PL. Guaranteed performance in the FRI setting Ieee Signal Processing Letters. 22: 1661-1665. DOI: 10.1109/Lsp.2015.2411154  0.378
2015 Zhang Y, Dragotti PL. On the Reconstruction of Wavelet-Sparse Signals From Partial Fourier Information Ieee Signal Processing Letters. 22: 1234-1238. DOI: 10.1109/Lsp.2015.2393953  0.383
2014 Gilliam C, Dragotti PL, Brookes M. On the Spectrum of the Plenoptic Function. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 502-16. PMID 26270905 DOI: 10.1109/Tip.2013.2292363  0.386
2014 Scholefield A, Dragotti PL. Quadtree Structured Image Approximation for Denoising and Interpolation Ieee Transactions On Image Processing. 23: 1226-1239. PMID 24723524 DOI: 10.1109/Tip.2014.2300817  0.418
2014 Pan H, Blu T, Dragotti PL. Sampling Curves With Finite Rate of Innovation Ieee Transactions On Signal Processing. 62: 458-471. DOI: 10.1109/Tsp.2013.2292033  0.431
2014 Dragotti PL, Lu YM. On sparse representation in Fourier and local bases Ieee Transactions On Information Theory. 60: 7888-7899. DOI: 10.1109/Tit.2014.2361858  0.375
2013 Oñativia J, Schultz SR, Dragotti PL. A finite rate of innovation algorithm for fast and accurate spike detection from two-photon calcium imaging. Journal of Neural Engineering. 10: 046017. PMID 23860257 DOI: 10.1088/1741-2560/10/4/046017  0.335
2013 Pearson J, Brookes M, Dragotti PL. Plenoptic layer-based modeling for image based rendering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3405-19. PMID 23782806 DOI: 10.1109/Tip.2013.2268939  0.375
2013 Dragotti PL, Oñativia J, Urigüen A, Blu T. Approximate Strang-Fix: sampling infinite streams of Diracs with any kernel Proceedings of Spie. 8858. DOI: 10.1117/12.2023249  0.413
2013 Urigen JA, Blu T, Dragotti PL. FRI Sampling With Arbitrary Kernels Ieee Transactions On Signal Processing. 61: 5310-5323. DOI: 10.1109/Tsp.2013.2278152  0.393
2012 Gelman A, Dragotti PL, Velisavljević V. Multiview image coding using depth layers and an optimized bit allocation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 4092-105. PMID 22652191 DOI: 10.1109/Tip.2012.2201490  0.425
2012 Gelman A, Berent J, Dragotti PL. Layer-based sparse representation of multiview images Eurasip Journal On Advances in Signal Processing. 2012. DOI: 10.1186/1687-6180-2012-61  0.391
2012 Gelman A, Dragotti PL, Velisavljević V. Multiview image coding using depth layers and an optimized bit allocation Ieee Transactions On Image Processing. 21: 4092-4105. DOI: 10.1109/TIP.2012.2201490  0.321
2011 Gelman A, Dragotti PL, Velisavljević V. Centralized and interactive compression of multiview images Proceedings of Spie - the International Society For Optical Engineering. 8185. DOI: 10.1117/12.895982  0.428
2011 Chaisinthop V, Dragotti PL. Centralized and Distributed Semiparametric Compression of Piecewise Smooth Functions Ieee Transactions On Signal Processing. 59: 3071-3085. DOI: 10.1109/Tsp.2011.2144590  0.394
2010 Berent J, Dragotti P, Blu T. Sampling Piecewise Sinusoidal Signals With Finite Rate of Innovation Methods Ieee Transactions On Signal Processing. 58: 613-625. DOI: 10.1109/Tsp.2009.2031717  0.386
2010 Asl HA, Dragotti PL, Baboulaz L. Multichannel Sampling of Signals With Finite Rate of Innovation Ieee Signal Processing Letters. 17: 762-765. DOI: 10.1109/Lsp.2010.2052801  0.332
2010 Gelman A, Dragotti PL, Velisavljević V. Multiview image compression using a layer-based representation Proceedings - International Conference On Image Processing, Icip. 493-496. DOI: 10.1109/ICIP.2010.5651160  0.313
2010 Velisavljević V, Vetterli M, Beferull-Lozano B, Dragotti PL. Sparse image representation by directionlets Advances in Imaging and Electron Physics. 161: 148-209. DOI: 10.1016/S1076-5670(10)61004-X  0.584
2009 Gehrig N, Dragotti PL. Geometry-Driven Distributed Compression of the Plenoptic Function: Performance Bounds and Constructive Algorithms Ieee Transactions On Image Processing. 18: 457-470. PMID 19188121 DOI: 10.1109/Tip.2008.2010208  0.386
2009 Baboulaz L, Dragotti PL. Exact Feature Extraction Using Finite Rate of Innovation Principles With an Application to Image Super-Resolution Ieee Transactions On Image Processing. 18: 281-298. PMID 19131300 DOI: 10.1109/Tip.2008.2009378  0.38
2008 Blu T, Dragotti P, Vetterli M, Marziliano P, Coulot L. Sparse Sampling of Signal Innovations Ieee Signal Processing Magazine. 25: 31-40. DOI: 10.1109/Msp.2007.914998  0.532
2007 Chaisinthop V, Dragotti PL. Distributed video coding based on sampling of signals with finite rate of innovation Proceedings of Spie. 6701. DOI: 10.1117/12.733234  0.375
2007 Velisavljević V, Beferull-Lozano B, Vetterli M, Dragotti PL. Image representation and compression using directionlets Proceedings of Spie - the International Society For Optical Engineering. 6701. DOI: 10.1117/12.730454  0.627
2007 Shukla P, Dragotti PL. Sampling Schemes for Multidimensional Signals With Finite Rate of Innovation Ieee Transactions On Signal Processing. 55: 3670-3686. DOI: 10.1109/Tsp.2007.894259  0.45
2007 Dragotti PL, Vetterli M, Blu T. Sampling Moments and Reconstructing Signals of Finite Rate of Innovation: Shannon Meets Strang–Fix Ieee Transactions On Signal Processing. 55: 1741-1757. DOI: 10.1109/Tsp.2006.890907  0.602
2007 Gastpar M, Dragotti PL, Vetterli M. Correction of "The Distributed Karhunen - Loeve Transform" Ieee Transactions On Information Theory. 53: 4400-4400. DOI: 10.1109/Tit.2007.907525  0.651
2006 Velisavljević V, Beferull-Lozano B, Vetterli M, Dragotti PL. Directionlets: anisotropic multidirectional representation with separable filtering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1916-33. PMID 16830912 DOI: 10.1109/Tip.2006.877076  0.608
2006 Gastpar M, Dragotti PL, Vetterli M. The Distributed Karhunen–Loève Transform Ieee Transactions On Information Theory. 52: 5177-5196. DOI: 10.1109/Tit.2006.885449  0.697
2006 Gastpar M, Vetterli M, Dragotti PL. Sensing reality and communicating bits: a dangerous liaison Ieee Signal Processing Magazine. 23: 70-83. DOI: 10.1109/Msp.2006.1657818  0.665
2006 Velisavljević V, Beferull-Lozano B, Vetterli M, Dragotti PL. Low-rate reduced complexity image compression using directionlets Proceedings - International Conference On Image Processing, Icip. 1601-1604. DOI: 10.1109/ICIP.2006.312615  0.587
2005 Shukla R, Dragotti PL, Do MN, Vetterli M. Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 343-59. PMID 15762332 DOI: 10.1109/Tip.2004.840710  0.565
2005 Dragotti PL. Exact sampling results for 1-D and 2-D signals with finite rate of innovation using Strang-Fix conditions and local reconstruction algorithms Proceedings of Spie. 5914: 296-306. DOI: 10.1117/12.616903  0.419
2005 Gehrig N, Dragotti PL. Symmetric and asymmetric Slepian-Wolf codes with systematic and nonsystematic linear codes Ieee Communications Letters. 9: 61-63. DOI: 10.1109/Lcomm.2005.1375242  0.314
2005 Velisavljević V, Beferull-Lozano B, Vetterli M, Dragotti PL. Approximation power of directionlets Proceedings - International Conference On Image Processing, Icip. 1: 741-744. DOI: 10.1109/ICIP.2005.1529857  0.582
2003 Dragotti PL, Velisavljević V, Vetterli M, Beferull-Lozano B. Discrete directional wavelet bases for image compression Proceedings of Spie - the International Society For Optical Engineering. 5150: 1287-1295. DOI: 10.1117/12.509905  0.583
2003 Dragotti PL, Vetterli M. Wavelet footprints: theory, algorithms, and applications Ieee Transactions On Signal Processing. 51: 1306-1323. DOI: 10.1109/Tsp.2003.810296  0.603
2003 Dragotti PL, Velisavljević V, Vetterli M, Beferull-Lozano B. Discrete directional wavelet bases and frames: Analysis and applications Proceedings of Spie - the International Society For Optical Engineering. 5207: 583-591.  0.358
2003 Chebira A, Dragotti PL, Sbaiz L, Vetterli M. Sampling and interpolation of the plenoptic function Ieee International Conference On Image Processing. 2: 917-920.  0.539
2003 Velisavljević V, Beferull-Lozano B, Vetterli M, Dragotti PL. Discrete multi-directional wavelet bases Ieee International Conference On Image Processing. 1: 1025-1028.  0.333
2002 Dragotti PL, Servetto SD, Vetterli M. Optimal filter banks for multiple description coding: analysis and synthesis Ieee Transactions On Information Theory. 48: 2036-2052. DOI: 10.1109/Tit.2002.1013142  0.556
2002 Kovacevic J, Dragotti P, Goyal V. Filter bank frame expansions with erasures Ieee Transactions On Information Theory. 48: 1439-1450. DOI: 10.1109/Tit.2002.1003832  0.646
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