Prof. Ing. Filip Šroubek, Ph.D. DSc.
zástupce ředitele pro výzkum
Životopis
Seznam publikací
Filip Šroubek získal v roce 1998 titul Ing. v oboru informatika na ČVUT v Praze a v roce 2003 titul Ph.D. v oboru informatika na Univerzitě Karlově v Praze. V letech 2004-2006 působil na postdoktorandské pozici v Instituto de Optica, CSIC, Madrid, Španělsko. V letech 2010/2011 získal Fulbrightovo stipendium na Kalifornské univerzitě v Santa Cruz. V roce 2014 obdržel vědeckým titul DSc. v oboru fyzikálně-matematických věd (informatika a kybernetika) na Akademii věd ČR. V roce 2016 se stal docentem na Matematicko-fyzikální fakultě Univerzity Karlovy. V roce 2025 byl jmenován profesorem na FJFI ČVUT pro obor Aplikovaná matematika. V současné době je zástupcem ředitele pro výzkum.
Selected publications:
Implicit Neural Representation for Image Demosaicking Digital Signal Processing vol.159, art. 105022 [2025] DOI: 10.1016/j.dsp.2025.105022
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Molecularly targeted protease-activated probes for visualization of glioblastoma: a comparison with 5-ALA Journal of Neurosurgery [2024] DOI: 10.3171/2024.1.JNS231137
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Blur Invariants for Image Recognition International Journal of Computer Vision vol.131, 9, p. 2298-2315 [2023] DOI: 10.1007/s11263-023-01798-7
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FCHO controls AP2’s initiating role in endocytosis through a PtdIns(4,5)P2-dependent switch> Science Advances vol.8, eabn2018 [2022] DOI: 10.1126/sciadv.abn2018
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Spectral Pre-Adaptation for Restoring Real-World Blurred Images using Standard Deconvolution Methods Image Processing On Line vol.12, 1, p. 218-246 [2022] DOI: 10.5201/ipol.2022.385
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Precise International Roughness Index Calculation International Journal of Pavement Research and Technology vol.15, 6, p. 1413-1419 [2022] DOI: 10.1007/s42947-021-00097-z
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Blur-Invariant Similarity Measurement of Images IEEE Transactions on Pattern Analysis and Machine Intelligence vol.43, 8, p. 2882-2884 [2021] DOI: 10.1109/TPAMI.2020.3036630
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Tracking by Deblatting International Journal of Computer Vision vol.129, 9, p. 2583-2604 [2021] DOI: 10.1007/s11263-021-01480-w Honorable Mention at GCPR 2019
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Restoration of Fast Moving Objects IEEE Transactions on Image Processing vol.29, 1, p. 8577-8589 [2020] DOI: 10.1109/TIP.2020.3016490
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Image Restoration in Portable Devices: Algorithms and Optimization Journal of Signal Processing Systems for Signal Image and Video Technology vol.91, 1, p. 9-20 [2019] DOI: 10.1007/s11265-018-1410-7
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A computer-assisted system for handheld whole-breast ultrasonography International Journal of Computer Assisted Radiology and Surgery vol.14, 3, p. 509-516 [2019] DOI: 10.1007/s11548-018-01909-7
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Blind Deconvolution With Model Discrepancies IEEE Transactions on Image Processing vol.26, 5, p. 2533-2544 [2017] DOI: 10.1109/TIP.2017.2676981
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Fast convolutional sparse coding using matrix inversion lemma Digital Signal Processing vol.55, 1, p. 44-51 [2016] DOI: 10.1016/j.dsp.2016.04.012
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Decomposition of Space-Variant Blur in Image Deconvolution IEEE Signal Processing Letters vol.23, 3, p. 346-350 [2016] DOI: 10.1109/LSP.2016.2519764
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PSF accuracy measure for evaluation of blur estimation algorithms Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP, p. 2080-2084, [2015] DOI: 10.1109/ICIP.2015.7351167 Top 10% paper
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Image deblurring in smartphone devices using built-in inertial measurement sensors Journal of Electronic Imaging vol.22, 1 [2013] DOI: 10.1117/1.JEI.22.1.011003
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Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors Computer Analysis of Images and Patterns, p. 59-66, Computer Analysis of Images and Patterns [2013] Outstanding Contribution Award
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Robust Multichannel Blind Deconvolution via Fast Alternating Minimization IEEE Transactions on Image Processing vol.21, 4, p. 1687-1700 [2012] DOI: 10.1109/TIP.2011.2175740
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A Unified Approach to Superresolution and Multichannel Blind Deconvolution IEEE Transactions on Image Processing vol.16, 9, p. 2322-2332 [2007]
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Multichannel blind deconvolution of spatially misaligned images IEEE Transactions on Image Processing vol.14, 7, p. 874-883 [2005]
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Více informací (výzkumné aktivity, významné projekty, sw nástroje) na Research.
Knihy a kapitoly
- : Automated Actor Recognition in Video Content, Data Science in Applications : Towards AI-Driven Approaches, p. 3-22, Eds: Dzemyda G., Bernatavičienė J., Kacprzyk J. Stáhnout DOI: 10.1007/978-3-031-88486-3_1 [2025]
- : Removing camera shake in smartphones without hardware stabilization, Motion Deblurring: Algorithms and Systems, p. 100-122, Eds: Rajagopalan A. N., Chellappa Rama Stáhnout [2014]
- : Restoration in the presence of unknown spatially varying blur, Image Restoration: Fundamentals and Advances, p. 63-88, Eds: Gunturk Bahadir, Li Xin Stáhnout DOI: 10.1201/b12693-4 [2012]
- : Blind Deconvolution Imaging, Optical and Digital Image Processing : Fundamentals and Applications, p. 529-548, Eds: Cristobal G., Schelkens P., Thienpont H. [2011]
- : Towards super-resolution in the presence of spatially varying blur, Super-resolution imaging, p. 1-38 Stáhnout DOI: 10.1201/9781439819319-8 [2010]
- : Recent Advances in Space-Variant Deblurring and Image Stabilization, Unexploded ordnance detection and mitigation, p. 259-272 Stáhnout DOI: 10.1007/978-1-4020-9253-4_13 [2009]
- : Multiframe blind deconvolution coupled with frame registration and resolution enhancement, Blind Image Deconvolution: Theory and Application, p. 317-348, Eds: Campisi P., Egiazarian K. Stáhnout [2007]
- : Image fusion: a powerful tool for object identification, Imaging for Detection 2006. NATO Advance Study Institute, p. 1-20 Stáhnout [2006]
- : Fusion of blurred images, Multi-Sensor Image Fusion and Its Applications, p. 405-430, Eds: Blum R., Liu Z., CRC Press (San Francisco, 2005) Stáhnout [2005]
Články v časopisech
- : AAK1-mediated phosphorylation of PDLIM5 and Talin1 promotes focal adhesion disassembly to accelerate cell migration, Nature Communications Stáhnout Stáhnout DOI: 10.1038/s41467-026-72501-w [2026]
- : Cross-Channel Blur Invariants of Color and Multispectral Images, Pattern Recognition 172 Stáhnout Stáhnout DOI: 10.1016/j.patcog.2025.112358 [2026]
- : Implicit neural representation for image demosaicking, Digital Signal Processing 159 Stáhnout Stáhnout DOI: 10.1016/j.dsp.2025.105022 [2025]
- : Molecularly targeted protease-activated probes for visualization of glioblastoma: a comparison with 5-ALA, Journal of Neurosurgery 141 3 (2024), p. 602-613 Stáhnout Stáhnout DOI: 10.3171/2024.1.JNS231137 [2024]
- : Blur Invariants for Image Recognition, International Journal of Computer Vision 131 9 (2023), p. 2298-2315 Stáhnout Stáhnout DOI: 10.1007/s11263-023-01798-7 [2023]
- : FCHO controls AP2’s initiating role in endocytosis through a PtdIns(4,5)P2-dependent switch, Science Advances 8 Stáhnout Stáhnout DOI: 10.1126/sciadv.abn2018 [2022]
- : A feature level image fusion for Night-Vision context enhancement using Arithmetic optimization algorithm based image segmentation, Expert Systems With Applications 209 Stáhnout Stáhnout DOI: 10.1016/j.eswa.2022.118272 [2022]
- : Spectral Pre-Adaptation for Restoring Real-World Blurred Images using Standard Deconvolution Methods, Image Processing On Line 12 1 (2022), p. 218-246 Stáhnout Stáhnout DOI: 10.5201/ipol.2022.385 [2022]
- : Precise International Roughness Index Calculation, International Journal of Pavement Research and Technology 15 6 (2022), p. 1413-1419 Stáhnout Stáhnout DOI: 10.1007/s42947-021-00097-z [2022]
- : Blur-Invariant Similarity Measurement of Images, IEEE Transactions on Pattern Analysis and Machine Intelligence 43 8 (2021), p. 2882-2884 Stáhnout Stáhnout DOI: 10.1109/TPAMI.2020.3036630 [2021]
- : Tracking by Deblatting, International Journal of Computer Vision 129 9 (2021), p. 2583-2604 Stáhnout Stáhnout DOI: 10.1007/s11263-021-01480-w [2021]
- : Restoration of Fast Moving Objects, IEEE Transactions on Image Processing 29 1 (2020), p. 8577-8589 Stáhnout Stáhnout DOI: 10.1109/TIP.2020.3016490 [2020]
- : Temporal Ordering in Endocytic Clathrin-Coated Vesicle Formation via AP2 Phosphorylation, Developmental Cell 50 4 (2019), p. 494-508 Stáhnout Stáhnout DOI: 10.1016/j.devcel.2019.07.017 [2019]
- : A computer-assisted system for handheld whole-breast ultrasonography, International Journal of Computer Assisted Radiology and Surgery 14 3 (2019), p. 509-516 Stáhnout Stáhnout DOI: 10.1007/s11548-018-01909-7 [2019]
- : Image Restoration in Portable Devices: Algorithms and Optimization, Journal of Signal Processing Systems for Signal Image and Video Technology 91 1 (2019), p. 9-20 Stáhnout Stáhnout DOI: 10.1007/s11265-018-1410-7 [2019]
- : An Adaptive Correlated Image Prior for Image Restoration Problems, IEEE Signal Processing Letters 25 7 (2018), p. 1024-1028 Stáhnout DOI: 10.1109/LSP.2018.2836964 [2018]
- : Blind Deconvolution With Model Discrepancies, IEEE Transactions on Image Processing 26 5 (2017), p. 2533-2544 Stáhnout DOI: 10.1109/TIP.2017.2676981 [2017]
- : Segmentation Method of Time-Lapse Microscopy Images with the Focus on Biocompatibility Assessment, Microscopy and Microanalysis 22 3 (2016), p. 497-506 Stáhnout DOI: 10.1017/S143192761600074X [2016]
- : PIZZARO: Forensic analysis and restoration of image and video data, Forensic Science International 264 1 (2016), p. 153-166 Stáhnout DOI: 10.1016/j.forsciint.2016.04.027 [2016]
- : Fast convolutional sparse coding using matrix inversion lemma, Digital Signal Processing 55 1 (2016), p. 44-51 Stáhnout DOI: 10.1016/j.dsp.2016.04.012 [2016]
- : Decomposition of Space-Variant Blur in Image Deconvolution, IEEE Signal Processing Letters 23 3 (2016), p. 346-350 Stáhnout DOI: 10.1109/LSP.2016.2519764 [2016]
- : Restoration of retinal images with space-variant blur, Journal of Biomedical Optics 19 1 (2014) Stáhnout DOI: 10.1117/1.JBO.19.1.016023 [2014]
- : Integral and local density of states of InAs quantum dots in GaAs/AlGaAs heterostructure observed by ballistic electron emission spectroscopy near one-electron ground state, Physica E: Low-Dimensional Systems and Nanostructures 48 1 (2013), p. 61-65 DOI: 10.1016/j.physe.2012.11.019 [2013]
- : Image deblurring in smartphone devices using built-in inertial measurement sensors, Journal of Electronic Imaging 22 1 (2013) Stáhnout DOI: 10.1117/1.JEI.22.1.011003 [2013]
- : Toward computer-assisted diagnosis and telemedicine in ophthalmology, SPIE Newsroom 2012 6 (2012), p. 1-3 Stáhnout DOI: 10.1117/2.1201205.004256 [2012]
- : Robust Multichannel Blind Deconvolution via Fast Alternating Minimization, IEEE Transactions on Image Processing 21 4 (2012), p. 1687-1700 Stáhnout DOI: 10.1109/TIP.2011.2175740 [2012]
- : Retinal image restoration by means of blind deconvolution, Journal of Biomedical Optics 16 11 (2011) Stáhnout DOI: 10.1117/1.3652709 [2011]
- : Multichannel deblurring of digital images, Kybernetika 47 3 (2011), p. 439-454 Stáhnout [2011]
- : Motion estimation of tagged cardiac magnetic resonance images using variational techniques, Computerized Medical Imaging and Graphics 34 6 (2010), p. 514-522 Stáhnout DOI: 10.1016/j.compmedimag.2010.03.002 [2010]
- : Implicit Moment Invariants, International Journal of Computer Vision 86 1 (2010), p. 72-86 Stáhnout DOI: 10.1007/s11263-009-0259-4 [2010]
- : Preliminary comparison of ballistic electron emission spectroscopy measurements on InAs quantum dots in a GaAs/AlGaAs heterostructure grown by MBE and MOVPE, Microelectronics Journal 40 3 (2009), p. 496-498 DOI: 10.1016/j.mejo.2008.06.054 [2009]
- : Super-Resolution and Blind Deconvolution For Rational Factors With an Application to Color Images, Computer Journal 52 1 (2009), p. 142-152 Stáhnout DOI: doi:10.1093/comjnl/bxm098 [2009]
- : Multifocus image fusion using the log-Gabor transform and a Multisize Windows technique, Information Fusion 10 2 (2009), p. 163-171 Stáhnout DOI: doi:10.1016/j.inffus.2008.08.006 [2009]
- : Simultaneous super-resolution and blind deconvolution, Journal of Physics: Conference Series 124, p. 1-8 Stáhnout DOI: 10.1088/1742-6596/124/1/012048 [2008]
- : Ballistic electron emission spectroscopy/microscopy of self-assembled InAs quantum dots of different sizes embedded in GaAs/AlGaAs heterostructure, Applied Physics Letters 92 12 (2008) [2008]
- : A 2D Wigner Distribution-based multisize windows technique for image fusion, Journal of Visual Communication and Image Representation 19 1 (2008), p. 12-19 [2008]
- : Self-Invertible 2D Log-Gabor Wavelets, International Journal of Computer Vision 75 2 (2007), p. 231-246 Stáhnout [2007]
- : Object recognition by implicit invariants, Lecture Notes in Computer Science 2007 4673 (2007), p. 856-863 Stáhnout [2007]
- : A Unified Approach to Superresolution and Multichannel Blind Deconvolution, IEEE Transactions on Image Processing 16 9 (2007), p. 2322-2332 Stáhnout [2007]
- : Study of InAs quantum dots in AlGaAs/GaAs heterostructure by ballistic electron emission microscopy/spectroscopy, Applied Physics Letters 91 4 (2007) [2007]
- : Resolution enhancement via probabilistic deconvolution of multiple degraded images, Pattern Recognition Letters 27 4 (2006), p. 287-293 Stáhnout [2006]
- : Multichannel blind deconvolution of spatially misaligned images, IEEE Transactions on Image Processing 14 7 (2005), p. 874-883 Stáhnout [2005]
- : Computer simulation of low-energy electronic excitations in atomic collision cascades, Nuclear Instruments & Methods in Physics Research Section B 225 4 (2004), p. 464-477 Stáhnout [2004]
- : Identification of tuberculosis bacteria based on shape and color, Real-Time Imaging 10 4 (2004), p. 251-262 [2004]
- : An application of image processing in the medieval mosaic conservation, Pattern Analysis and Applications 7 1 (2004), p. 18-25 Stáhnout [2004]
- : Multichannel blind iterative image restoration, IEEE Transactions on Image Processing 12 9 (2003), p. 1094-1106 Stáhnout [2003]
- : Formation of excited Ag atoms in sputtering of silver, Physical Review B 68 11 (2003), p. 1154261-1154265 [2003]
Ostatní publikace
- : Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance, NeurIPS 2024 Workshop on Symmetry and Geometry in Neural Representations Stáhnout [2026]
- : AISEE Datová sada, Ministerstvo vnitra ČR (Praha, 2025) Stáhnout [2025]
- : AISEE Sada validačních nástrojů (2025) Stáhnout [2025]
- : AISEE - AI Softwarový expertní vyhledávač pro videa a fotografie, UTIA AV ČR v.v.i., (Praha, 2025) Stáhnout [2025]
- : Workshop pro aplikační garanty II Stáhnout [2025]
- : AISEE - AI Softwarový expertní vyhledávač pro videa a fotografie (2025) Stáhnout [2025]
- : Inverse Problems in Image Restoration, Inverse Problems: Modelling and Simulation : Extended Abstracts of the IPMS Conference 2024, p. 107-113, Eds: Hasanoğlu A. H., Novikov R., Van Bockstal K. Stáhnout Stáhnout DOI: 10.1007/978-3-031-87213-6_14 [2025]
- : STAR: Screen Time and Actor Recognition in Video Content, Pattern Recognition : 46th DAGM German Conference, DAGM GCPR 2024, p. 270-284 Stáhnout Stáhnout DOI: 10.1007/978-3-031-85187-2_17 [2025]
- : 4D-STEM/PNBD: fast and easy powder electron diffraction in SEM, BIO Web of Conferences, Eds: Qvortrup K., Weede K. Stáhnout DOI: 10.1051/bioconf/202412907026 [2024]
- : Automated Tracking and Analysis of Plasma Membrane Dynamics in TIRF-SIM, I2K 2024 Conference - From Images to Knowledge Stáhnout [2024]
- : Inverse Problems in Image Processing, Abstracts of the 11th International Conference Inverse Problems: Modeling and Simulation, p. 135-135 Stáhnout [2024]
- : H-NeXt: The next step towards roto-translation invariant networks, 34th British Machine Vision Conference 2023, p. 1-14 Stáhnout [2023]
- : NeRD: Neural field-based Demosaicking, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1735-1739 Stáhnout DOI: 10.1109/ICIP49359.2023.10221948 [2023]
- : Real-Time Wheel Detection and Rim Classification in Automotive Production, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1410-1414 Stáhnout DOI: 10.1109/ICIP49359.2023.10223161 [2023]
- : Impact of Image Blur on Classification and Augmentation of Deep Convolutional Networks, Image Analysis: 23rd Scandinavian Conference, SCIA 2023, p. 108-117 Stáhnout DOI: 10.1007/978-3-031-31438-4_8 [2023]
- : Video Superresolution in Real Forensic Cases, Proceedings of the 11th International Workshop on Biometrics and Forensics - IWBF2023 Stáhnout [2023]
- : AISEE Workshop 22 Stáhnout [2022]
- : System Software Extension (2022) Stáhnout [2022]
- : Novel Reconstruction With Inter-Frame Motion Compensation For Fast Super-Resolution Live Cell Imaging, IEEE International Conference on Image Processing 2022 : Proceedings, p. 3211-3215 Stáhnout DOI: 10.1109/ICIP46576.2022.9897635 [2022]
- : FMODetect: Robust Detection of Fast Moving Objects, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), p. 3541-3549 Stáhnout DOI: 10.1109/ICCV48922.2021.00352 [2021]
- : Improving Neural Blind Deconvolution, 2021 IEEE International Conference on Image Processing : Proceedings, p. 1954-1958 Stáhnout DOI: 10.1109/ICIP42928.2021.9506502 [2021]
- : Tracking Fast Moving Objects by Segmentation Network, 2021 25th International Conference on Pattern Recognition (ICPR), p. 10312-10319 Stáhnout DOI: 10.1109/ICPR48806.2021.9413129 [2021]
- : D3Net: Joint Demosaicking, Deblurring and Deringing, 2021 25th International Conference on Pattern Recognition (ICPR), p. 8283-8290 Stáhnout DOI: 10.1109/ICPR48806.2021.9413121 [2021]
- : Automated Object Labeling For CNN-Based Image Segmentation, 2020 IEEE International Conference on Image Processing (ICIP), p. 2036-2040 Stáhnout DOI: 10.1109/ICIP40778.2020.9191320 [2020]
- : Motion Blur Prior, 2020 IEEE International Conference on Image Processing (ICIP), p. 928-932 Stáhnout DOI: 10.1109/ICIP40778.2020.9191316 [2020]
- : Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), p. 6777-6785 Stáhnout DOI: 10.1109/CVPR42600.2020.00681 [2020]
- : Multi-source data analysis Stáhnout [2019]
- : Intra-Frame Object Tracking by Deblatting, Proceedings of the IEEE International Conference on Computer Vision 2019 (ICCV 2019), p. 2300-2309 Stáhnout DOI: 10.1109/ICCVW.2019.00283 [2019]
- : Non-causal Tracking by Deblatting, Pattern Recognition : 41st DAGM German Conference, DAGM GCPR 2019, p. 122-135 Stáhnout DOI: 10.1007/978-3-030-33676-9_9 [2019]
- : Inverse problems in image restoration: from basic principles to current deep-learning trends (TUTORIAL), International Conference on Acoustics, Speech,and Signal Processing (ICASSP 2019) Stáhnout [2019]
- : Iterative Wiener Filtering for Deconvolution with Ringing Artifact Suppression, Proceedings of the 27th European Signal Processing Conference (EUSIPCO 2019), p. 1159-1163 Stáhnout DOI: 10.23919/EUSIPCO.2019.8903114 [2019]
- : Blur Invariant Template Matching Using Projection onto Convex Sets, Computer Analysis of Images and Patterns : CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings, p. 351-362, Eds: Vento M., Percannella G., Colantonio S., Giorgi D., Matuszewski B. J., Kerdegari H., Razaak M. Stáhnout DOI: 10.1007/978-3-030-29888-3_28 [2019]
- : Road resurfacing using industry 4.0 principles, Proceedings of the 36th International Communications Satellite Systems Conference (ICSSC) Stáhnout [2018]
- : Digital image restoration: blur as a motion cue, ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018, p. 43-43 Stáhnout [2018]
- : Restoration and Recognition of Blurred Images, IEEE (Piscataway, 2018) Stáhnout Stáhnout [2018]
- : Motion Estimation and Deblurring of Fast Moving Objects, Proceedings of the 25th IEEE International Conference on Image Processing 2018, p. 2860-2864 Stáhnout DOI: 10.1109/ICIP.2018.8451661 [2018]
- : Metodika ultrazvukového vyšetření prsou (2017) Stáhnout [2017]
- : Software pro sledování pohybu UZ sondy (2017) Stáhnout [2017]
- : Breast ultrasound examination: 3D-enhanced tool for precise analysis, Proceedings of the AIMed 2017 Stáhnout [2017]
- : The World of Fast Moving Objects, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), p. 5203-5211 Stáhnout DOI: 10.1109/CVPR.2017.514 [2017]
- : Evaluating Spatial Coverage of Breast Examination with Free-hand Ultrasound Transducer, BISTEC 2017 10th International Joint Conference on Biomedical Engineering Systems and Technologies, p. 128-133, Eds: Silveira Margarida, Fred Ana, Gamboa Hugo, Vaz Mário Stáhnout DOI: 10.5220/0006249101280133 [2017]
- : HANDLING BLUR (Tutorial), Proceedings of the 23rd International Conference on Pattern Recognition Stáhnout [2016]
- : Variational Bayesian Image Reconstruction with an Uncertainty Model for Measurement Localization, Proc. 2016 24th European Signal Processing Conference (EUSIPCO), p. 723-727 Stáhnout DOI: 10.1109/EUSIPCO.2016.7760343 [2016]
- : Removing Camera Blur: Tricks of the Trade, Insights and Applications (Tutorial), Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV 2015) Stáhnout [2015]
- : Imaging device identification and detection of image tampering, Abstract book of 7th European Academy of Forensic Science Conference Stáhnout [2015]
- : Blind deconvolution of images with model discrepancies using maximum a posteriori estimation with heavy-tailed priors, Digital Photography XI Stáhnout DOI: 10.1117/12.2077158 [2015]
- : Convolutional Neural Networks for Direct Text Deblurring, Proceedings of BMVC 2015 Stáhnout [2015]
- : PSF accuracy measure for evaluation of blur estimation algorithms, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 2080-2084 Stáhnout DOI: 10.1109/ICIP.2015.7351167 [2015]
- : Forensics image and video restoration, Abstract book of 7th European Academy of Forensic Science Conference Stáhnout [2015]
- : Image Analysis of Videokymographic Data, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 78-82 Stáhnout DOI: 10.1109/ICIP.2015.7350763 [2015]
- : Advances in image restoration: from theory to practice, Digital Photography XI Stáhnout [2015]
- : Improving the blind restoration of retinal images by means of point-spread-function estimation assessment, Proceedings of 10th International Seminar on Medical Information Processing and Analysis (SIPAIM) 2014 Stáhnout DOI: 10.1117/12.2073820 [2015]
- : Softwarový modul projektu SONO (2014) Stáhnout [2014]
- : PIZZARO - Prostředky pro identifikaci obrazového záznamového zařízení, autentifikaci a rekonstrukci obrazu (2014) Stáhnout [2014]
- : Segmentation of Individual Cells in Phase Contrast Microscopy Images, Proceedings of the 18th Conference on Medical Image Understanding and Analysis, p. 185-190, Eds: Reyes-Aldasoro Constantino Carlos, Slabaugh Greg Stáhnout [2014]
- : Understanding image priors in blind deconvolution, 2014 IEEE International Conference on Image Processing, p. 4492-4496 Stáhnout DOI: 10.1109/ICIP.2014.7025911 [2014]
- : A smartphone application for removing handshake blur and compensating rolling shutter, 2014 IEEE International Conference on Image Processing, p. 2160-2162 Stáhnout DOI: 10.1109/ICIP.2014.7025433 [2014]
- : Space-variant image deblurring on smartphones using inertial sensors, CVPRW 2014 : Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops 2014, p. 191-192 Stáhnout DOI: 10.1109/CVPRW.2014.34 [2014]
- : Method for preparing images in non-visible spectral ranges, and corresponding camera and measuring arrangement (2013) Stáhnout [2013]
- : Blind restoration of retinal images degraded by space-variant blur with adaptive blur estimation, Proceedings ot the 8th Iberoamerican Optics Meeting and 11th Latin American Meeting on Optics, Lasers, and Applications Stáhnout DOI: 10.1117/12.2025134 [2013]
- : Recent Advances in Image Restoration, IEEE Second International Conference on Image Information Processing (ICIIP -2013) Stáhnout [2013]
- : Patch-based blind deconvolution with parametric interpolation of convolution kernels, Proceedings of the 2013 IEEE International Conference on Image Processing ICIP 2013, p. 577-581 Stáhnout DOI: 10.1109/ICIP.2013.6738119 [2013]
- : Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors, Computer Analysis of Images and Patterns, p. 59-66, Eds: Wilson Richard, Bors Adrian, Hancock Edwin, Smith William Stáhnout [2013]
- : Segmentation of Time-Lapse Images with Focus on Microscopic Images of Cells, Image Analysis and Processing – ICIAP 2013, p. 71-80 Stáhnout DOI: 10.1007/978-3-642-41184-7_8 [2013]
- : Určení charakteristik stability skalních stěn a svahů z detailních digitálních modelů získaných kombinovanou metodou 3D laserového skenování a fotogrammetrickou metodou využívající dálkově ovládaných leteckých modelů, Control System International s.r.o. (Praha, 2012) [2012]
- : Fine Structure Recognition in Multichannel Observations, International Conference on Digital Image Computing Techniques and Applications (DICTA) 2012, p. 1-7 Stáhnout DOI: 10.1109/DICTA.2012.6411740 [2012]
- : Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images, Computer Vision – ECCV 2012, p. 636-647 Stáhnout DOI: 10.1007/978-3-642-33715-4_46 [2012]
- : Image analysis in modern ophthalmology: from acquisition to computer assisted diagnosis and telemedicine, Optics, Photonics, and Digital Technologies for Multimedia Applications II Stáhnout DOI: 10.1117/12.921299 [2012]
- : Superresolution imaging - from equations to mobile applications, Neural Information Processing Systems Workshops Abstracts, p. 1-1 Stáhnout [2011]
- : Multichannel Blind Deconvolution in Eye Fundus Imaging, Proceedings of ISABEL'11, p. 1-4 Stáhnout [2011]
- : Superfast superresolution, 18th IEEE International Conference on Image Processing, p. 1177-1180 Stáhnout [2011]
- : Denoising, deblurring, and superresoluton in mobile phones, Computational Imaging IX - Proceedings of the SPIE 2011 DOI: 10.1117/12.872577 [2011]
- : A framework for virtual restoration of ancient documents by combination of multispectral and 3D imaging, Eurographics Italian Chapter Conference, p. 1-7, Eds: Puppo E., Brogni A., de Floriani L. Stáhnout DOI: 10.2312/LocalChapterEvents/ItalChap/ItalianChapConf2010/001-007 [2010]
- : Quality Improvement of Multispectral Images for Ancient Document Analysis, EUROMED 2010, 3rd International Conference dedicated on Digital Heritage, p. 29-34, Eds: Ioannides M., Fellner D., Georgopoulos A., Hadjimitsis D. Stáhnout [2010]
- : Superresolution and blind deconvolution of video, SIAM Conferece on Imaging Science (Abstracts), p. 1-1 Stáhnout [2010]
- : Image Fusion - principles, methods, and applications - tutorial [2010]
- : Space-variant deblurring using one blurred and one underexposed image, Proceedings of the IEEE 16th International Conference on Image Processing ICIP 2009, p. 157-160 Stáhnout [2009]
- : PET Image Reconstruction Using Prior Information from CT or MRI, Proceedings of the IEEE 16th International Conference on Image Processing ICIP 2009, p. 2493-2496 Stáhnout [2009]
- : Tutorial on Image Fusion for Image and Video Quality Enhancement [2009]
- : Superresolution and blind deconvolution of video, Proceedings on the 19th International Conference on Pattern Recognition, p. 1-4 Stáhnout [2008]
- : Tutorial: Survey and Recent Advances in Image Registration and Fusion, Abstracts Book of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p. 27-27 [2008]
- : Superresolution imaging: a survey of current techniques, Proceedings of the Advanced Signal Processing Algorithms, Architectures, and Implementations XVIII Stáhnout [2008]
- : BSR - Matlab Tool for Blind Superresolution (2008) [2008]
- : Fusion in Image Processing (Tutorial), Proc. 11th Int'l. Conf. on Information Fusion, p. 1-4 [2008]
- : Implicit Invariants and Object Recognition, Proc. of Digital Image Computing Techniques and Applications DICTA 2007, p. 462-469 [2007]
- : Study of InAs quantum dots in GaAs/AlGaAs heterostructure by ballistic electron emission microscopy/spectroscopy, Technical Digest. QDOS 2007 - Quantum Dot Optoelectronics Symposium, Eds: Ellinas Georgios, Iezekiel Stavros [2007]
- : Analysis of Meteorological Images for Storm Detection in Short-term Weather Forecast, ÚTIA AV ČR (Praha, 2007) [2007]
- : Tutorial: Image Fusion - Principles, Methods, and Applications, Proceedings of the 15th European Signal Processing Conference, p. 1-2 [2007]
- : A model-based quality improvement and assessment of hazy degraded images, Proceedings of the 15th European Signal Processing Conference, p. 2234-2238 Stáhnout [2007]
- : Víıcekanálová slepá dekonvoluce vektorových obrazů, ÚTIA AV ČR (Praha, 2007) [2007]
- : Image Fusion: A Powerful Tool for Object Identification, ÚTIA AV ČR (Praha, 2006) [2006]
- : A Unified Approach to Superresolution and Multichannel Blind Deconvolution, ÚTIA AV ČR (Praha, 2006) [2006]
- : Multiframe Blind Deconvolution Coupled with Frame Registration and Resolution Enhancement, ÚTIA AV ČR (Praha, 2006) [2006]
- : Blind Superresolution, Proceedings in Computational Statistics, p. 133-145, Eds: Rizzi A., Vichi M. [2006]
- : Blind Superresolution, Proceedings of COMPSTAT 2006, p. 294-294, Eds: Rizzi A., Vichi M. [2006]
- : Combined Superresolution and Blind Deconvolution, Information Optics, p. 15-26 Stáhnout [2006]
- : Blind Superresolution, Proceedings of the 5th International Workshop on Information Optics, p. 1-2, Eds: Cristóbal G., Javidi B., Vallmitjana S. [2006]
- : Matlab Tool for Blind Superresolution version 1.0 (program), ÚTIA AV ČR (Praha, 2006) [2006]
- : Motion Estimation by the Pseudo-Wigner Ville Distribution and the Hough Transform, Proceedings of 14th European Signal Processing Conference. EUSIPCO 2006, p. 1-5 Stáhnout [2006]
- : Image fusion based on level set segmentation, Proceedings of 14th European Signal Processing Conference. EUSIPCO 2006, p. 1-5 Stáhnout [2006]
- : Image registration: A survey and recent advances. Tutorial, Proceedings of the 12th IEEE International Conference on Image Processing. ICIP'05, p. 1-2, IEEE (Los Alamitos, 2005) [2005]
- : Multifocus fusion with oriented windows, Proceedings of the SPIE Europe International Symposium Microtechnologies for the New Millennium, p. 264-273, Eds: Carmona R., Linan-Cembrano G. Stáhnout [2005]
- : Método de deconvolución ciega y superresolución para secuencias i conjuntos de imágenes, y sus aplicaciones, Oficina Espanola de Patentes y Marcas (Madrid, 2005) [2005]
- : Image Registration: A Survey and Recent Advances, ÚTIA AV ČR (Praha, 2005) [2005]
- : Multifocus fusion with mutisize windows, Proceedings of the SPIE. Applications of Digital Image Processing XXVIII, p. 410-418 Stáhnout [2005]
- : Registration and fusion of blurred images, Image Analysis and Recognition. Proceedings, p. 122-129 Stáhnout [2004]
- : Image fusion via probabilistic deconvolution, Third International Workshop on Pattern Recognition in Remote Sensing. Proceedings, p. 1-5 Stáhnout [2004]
- : Automatic screening and multifocus fusion methods for diatom identification, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation VI, p. 197-206 Stáhnout [2004]
- : Image Fusion via Multichannel Blind Deconvolution. Ph.D. Thesis (2003) [2003]
- : Shift-invariant multichannel blind restoration, Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis, p. 332-337, Eds: Lončaric S., Neri A., Babic H., University of ROMA TRE (Rome, 2003) Stáhnout [2003]
- : Conservation of "The Last Judgement" mosaic: Image processing, Proceedings of the 8th Computer Vision Winter Workshop. CVWW'03, p. 169-174, Czech Pattern Recognition Society (Prague, 2003) [2003]
- : Preliminary balistic electron emission microscopy/spectroscopy characterization of InAs quantum dots in AlGaAs/GaAs heterostructure, International Conference NANO'03. Proceedings, p. 76-80, Vysoké učení technické, Fakulta strojního inženýrství (Brno, 2003) [2003]
- : Modification of Bi.sub.2./sub.Te.sub.3./sub. nanolayers, International Conference NANO'03. Proceedings, p. 209-212, Vysoké učení technické, Fakulta strojního inženýrství (Brno, 2003) [2003]
- : Preliminary BEEM/BEES characterization of InAs quantum dots in AlGaAs/GaAs heterostructure, International Conference NANO'03. Abstract booklet, p. 24, ČSNMT (Praha, 2003) [2003]
- : Modification of Bi.sub.2./sub.Te.sub.3./sub. nanolayers, International Conference NANO'03. Abstract booklet, p. 513, ČSNMT (Praha, 2003) [2003]
- : Segmentation, autofocusing and signature extraction of tuberculosis sputum images, Photonic Devices and Algorithms for Computing IV. Proceedings, p. 341-352, SPIE (Bellingham, 2002) Stáhnout [2002]
- : Application of image processing for the conservation of the medieval mosaic, Proceedings of the IEEE International Conference on Image Processing. ICIP'02, p. 993-996, IEEE (Rochester, 2002) Stáhnout [2002]
- : The Application of Digital Image Processing in "The Last Judgment" Mosaic Conservation, ÚTIA AV ČR (Praha, 2002) [2002]
- : Multichannel blind deconvolution of the short-exposure astronomical images, Proceedings of the 15th IAPR International Conference on Pattern Recognition, p. 53-56, Eds: Sanfeliu A., Villanueva J. J., Vanrell M., IEEE Computer Society (Los Alamitos, 2000) Stáhnout [2000]
- : An overview of multichannel image restoration techniques, Week of Doctoral Students 1999, p. 580-585, MATFYZPRESS (Praha, 1999) Stáhnout [1999]