Prof. Ing. Jan Flusser, DrSc.
Vice director for research

Biography
Publication list
Education & Affiliation
Jan Flusser was born on the 30th April 1962 in Prague, Czech Republic. He received the M.Sc. degree in mathematical engineering from the Faculty of Nuclear Science and Physical Engineering, Czech Technical University, Prague, in 1985, the Ph.D degree in computer science from the Czechoslovak Academy of Sciences in 1990, and the DrSc. degree in technical cybernetics from the Czech Technical University in 2001. Since 1985 he has been with the Institute of Information Theory and Automation. In 1995-2007 he was holding the position of a head of Department of Image Processing and the position of the Director of the Institute from 05/01/2007 to 04/30/2017. Currently he is the Research Director and the Chair of the Board of the Institute.
Research
Jan Flusser's research interest is on the field of invariant-based pattern recognition and image fusion. His main areas are moments and moment invariants, image registration, multichannel blind deconvolution, and super-resolution imaging. He has authored and coauthored more than 200 research publications in these areas, including the books Moments and Moment Invariants in Pattern Recognition (Wiley, 2009, Chinese edition 2014), 2D and 3D Image Analysis by Moments (Wiley, 2016), 100 papers in prestigious journals and over 20 tutorials at international conferences (ICIP'05, ICIP'07, EUSIPCO'07, CVPR'08, FUSION'08, SPPRA'09, ICIP'09, SPPRA'10, CGIM'10, AIA'14, CI'15, ICPR'16, ICIP'18, and ICASSP'19) and invited/keynote talks (ICCS'06, COMPSTAT'06, WIO'06, DICTA'07, CGIM'08, and SCIA'09). His publications have received over 21 000 Google Scholar citations and 11 500 SCOPUS citations (H-index 47 / 37). Jan Flusser has been involved in numerous research projects (both Czech and international ones) and in successful applications in computer vision, remote sensing, medicine, and astronomy. More about the Jan Flusser's research can be found here.
Awards
2007 - The prize of the Czech Academy of Sciences for the contribution to image fusion theory,
2007 - Award of the Chairman of the Czech Science Foundation (GA CR) for the project on image restoration in astronomy,
2010 - Elsevier "SCOPUS 1000 Award" for more than 1000 citations of the paper B. Zitová, J. Flusser: " Image registration methods: A survey", Image and Vision Computing, vol. 21, pp. 977-1000, 2003,
2015 - Felber Medal of the Czech Technical University,
2017 - Preamium Academiae for excellent scientists.
Teaching & Supervising
Since 1991 he has been also affiliated with the Faculty of Mathematics and Physics, Charles University (MFF UK), Prague and with the Faculty of Nuclear Science and Physical Engineering, Czech Technical University (FJFI CVUT), Prague (habilitation in Computer Science at MFF UK in 1998, full professorship in Applied Mathematics at FJFI CVUT in 2004), where he gives undergraduate and graduate courses on Digital Image Processing, Pattern Recognition, Machine Learning, and Moment invariants and wavelets. He has been a supervisor of 14 successfully defended Ph.D Theses. He is also a member of the committees for state examinations, for Ph.D defences in Computer Science, and the Chair of the committee for DSc. (Research Professor) defences in Computer Science and Cybernetics. He was the founder and the first Chairman of the Board of Ph.D study in Computer Graphics and Image Analysis at MFF UK (2012-2016). He is a member of the Board of Ph.D study in Mathematical Engineering at FJFI CVUT, and a member of the Board of Ph.D study in Artificial Intelligence and Biocybernetics at FEL CVUT. Jan Flusser served also as an external supervisor of Ph.D students in Computer Science at the Unversity of Technology Malaysia, Johor Bahru.
Service for the community
Jan Flusser has been a member of numerous program and organizing committees at international conferences and personally organized and chaired two special sessions (COMPSTAT'06 and CGIM'08). Since 2018, he has been a General Chair of the conference series "Advances in Computing and Data Sciences ICACDS". He has been a member of the Editorial Board of the journal Kybernetika, a member of the Czech Committee for Mathematics (IMU), a member of the Scientific Board of the University of West Bohemia (2012-2025), a member of the Scientific Board of the Faculty of Mathematics and Physics, Charles University (2012-2016); a member of the Scientific Board of the Faculty of Management, the University of Economics (since 2008), a member of the Scientific Board of the Faculty of Informatics, the Masaryk University Brno (2010-2014), a member of the Scientific Board of the Faculty of Science of the UJEP in Ústí nad Labem (since 2012), a member of the Ethical Committee of the Czech Academy of Sciences (since 2023), and a Senior Member of the IEEE.
Books and chapters
- Moment Invariants of Vector and Tensor Fields, Recent Progress in Moments and Moment Invariants, p. 1-28 (2021) Download DOI: 10.15579/gcsr [2021] :
- 2D and 3D Image Analysis by Moments, John Wiley & Sons (Chichester, 2016) Download DOI: 10.1002/9781119039402 [2016] :
- Moment Invariants for Object Recognition, Wiley Encyclopedia of Electrical and Electronics Engineering Download DOI: 10.1002/047134608X.W8238 [2015] :
- 模式识别中时矩和矩不变量, John Wiley & Univ. of Science and Technology of China Press (Hefei, 2014) Download [2014] :
- 2D and 3D Image Analysis by Gaussian-Hermite Moments, Moments and Moment Invariants: Theory and Applications, p. 143-173 Download DOI: 10.15579/gcsr.vol1.ch7 [2014] :
- Image Deconvolution in the Moment Domain, Moments and Moment Invariants: Theory and Applications, p. 111-125 Download DOI: 10.15579/gcsr.vol1.ch5 [2014] :
- Removing camera shake in smartphones without hardware stabilization, Motion Deblurring: Algorithms and Systems, p. 100-122, Eds: Rajagopalan A. N., Chellappa Rama Download [2014] :
- Towards super-resolution in the presence of spatially varying blur, Super-resolution imaging, p. 1-38 Download DOI: 10.1201/9781439819319-8 [2010] :
- Moments and Moment Invariants in Pattern Recognition, Wiley & sons (Chichester, 2009) [2009] :
- Recent Advances in Space-Variant Deblurring and Image Stabilization, Unexploded ordnance detection and mitigation, p. 259-272 Download 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. Download [2007] :
- Image fusion: a powerful tool for object identification, Imaging for Detection 2006. NATO Advance Study Institute, p. 1-20 Download [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) Download [2005] :
- Invariants to convolution and rotation, Invariants for Pattern Recognition and Classification, p. 23-46, World Scientific (Singapore, 2000) [2000] :
- Fast calculation of geometric moments of binary images, Pattern Recognition and Medical Computer Vision, p. 265-274, ÖCG (Illmitz, 1998) Download [1998] :
- Classification of Objects and Patterns by Affine Moment Invariants, Image Processing: Theory and Applications, p. 345-348, Elsevier (Amsterdam, 1993) [1993] :
Journal articles
- Implicit neural representation for image demosaicking, Digital Signal Processing 159 Download Download DOI: 10.1016/j.dsp.2025.105022 [2025] :
- 3D Non‑separable Moment Invariants and Their Use in Neural Networks, SN Computer Science 5 Download Download DOI: 10.1007/s42979-024-03504-x [2024] :
- Fast autofocusing based on single-pixel moment detection, Communications Engineering 3 Download Download DOI: 10.1038/s44172-024-00288-z [2024] :
- Blur Invariants for Image Recognition, International Journal of Computer Vision 131 9 (2023), p. 2298-2315 Download Download DOI: 10.1007/s11263-023-01798-7 [2023] :
- Face Recognition Algorithm Based on Fast Computation of Orthogonal Moments, Mathematics 10 Download Download DOI: 10.3390/math10152721 [2022] :
- Fast Overlapping Block Processing Algorithm for Feature Extraction, Symmetry-Basel 14 Download Download DOI: 10.3390/sym14040715 [2022] :
- Non-separable rotation moment invariants, Pattern Recognition 127 Download Download DOI: 10.1016/j.patcog.2022.108607 [2022] :
- Complete and Incomplete Sets of Invariants, Journal of Mathematical Imaging and Vision 63 1 (2021), p. 917-922 Download Download DOI: 10.1007/s10851-021-01039-x [2021] :
- Blur-Invariant Similarity Measurement of Images, IEEE Transactions on Pattern Analysis and Machine Intelligence 43 8 (2021), p. 2882-2884 Download Download DOI: 10.1109/TPAMI.2020.3036630 [2021] :
- Novel Octonion Moments for color stereo image analysis, Digital Signal Processing 108 Download Download DOI: 10.1016/j.dsp.2020.102878 [2021] :
- Affine Invariants of Vector Fields, IEEE Transactions on Pattern Analysis and Machine Intelligence 43 4 (2021), p. 1140-1155 Download Download DOI: 10.1109/TPAMI.2019.2951664 [2021] :
- Ultrasound Image Filtering and Reconstruction Using DCT/IDCT Filter Structure, IEEE Access 8 1 (2020), p. 141342-141357 Download Download DOI: 10.1109/ACCESS.2020.3011970 [2020] :
- Robust Multivariate Density Estimation under Gaussian Noise, Multidimensional Systems and Signal Processing 31 3 (2020), p. 1113-1143 Download Download DOI: 10.1007/s11045-020-00702-7 [2020] :
- Handling Gaussian Blur without Deconvolution, Pattern Recognition 103 Download Download DOI: 10.1016/j.patcog.2020.107264 [2020] :
- Fractional Charlier Moments for Image Reconstruction and Image Watermarking, Signal Processing 171 Download Download DOI: 10.1016/j.sigpro.2020.107509 [2020] :
- CLOSE-TO-OPTIMAL ALGORITHM FOR RECTANGULAR DECOMPOSITION OF 3D SHAPES, Kybernetika 55 5 (2019), p. 755-781 Download Download DOI: 10.14736/kyb-2019-5-0755 [2019] :
- Filter-generating system of Zernike polynomials, Automatica 108 Download Download DOI: 10.1016/j.automatica.2019.108498 [2019] :
- Discrete Hermite moments and their application in chemometrics, Chemometrics and Intelligent Laboratory Systems 177 1 (2018), p. 83-88 Download DOI: 10.1016/j.chemolab.2018.04.011 [2018] :
- Rotation of 2D orthogonal polynomials, Pattern Recognition Letters 102 1 (2018), p. 44-49 Download DOI: 10.1016/j.patrec.2017.12.013 [2018] :
- Rotation invariants from Gaussian-Hermite moments of color images, Signal Processing 143 1 (2018), p. 282-291 Download DOI: 10.1016/j.sigpro.2017.08.027 [2018] :
- Rotation invariants of vector fields from orthogonal moments, Pattern Recognition 74 1 (2018), p. 110-121 Download DOI: 10.1016/j.patcog.2017.09.004 [2018] :
- ATS drugs molecular structure representation using refined 3D geometric moment invariants, Journal of Mathematical Chemistry 55 10 (2017), p. 1951-1963 Download DOI: 10.1007/s10910-017-0775-3 [2017] :
- New discrete orthogonal moments for signal analysis, Signal Processing 141 1 (2017), p. 57-73 Download DOI: 10.1016/j.sigpro.2017.05.023 [2017] :
- Scale invariants from Gaussian-Hermite moments, Signal Processing 132 1 (2017), p. 77-84 Download DOI: 10.1016/j.sigpro.2016.09.013 [2017] :
- Automatic blood detection in capsule endoscopy video, Journal of Biomedical Optics 21 12 (2016), p. 1-8 Download DOI: 10.1117/1.JBO.21.12.126007 [2016] :
- Near infrared face recognition: A literature survey, Computer Science Review 21 1 (2016), p. 1-17 Download DOI: 10.1016/j.cosrev.2016.05.003 [2016] :
- PIZZARO: Forensic analysis and restoration of image and video data, Forensic Science International 264 1 (2016), p. 153-166 Download DOI: 10.1016/j.forsciint.2016.04.027 [2016] :
- Numerical problems with the Pascal triangle in moment computation, Journal of Computational and Applied Mathematics 306 1 (2016), p. 53-68 Download DOI: 10.1016/j.cam.2016.03.033 [2016] :
- Recognition of Images Degraded by Gaussian Blur, IEEE Transactions on Image Processing 25 2 (2016), p. 790-806 Download DOI: 10.1109/TIP.2015.2512108 [2016] :
- Robust histogram-based image retrieval, Pattern Recognition Letters 69 1 (2016), p. 72-81 Download DOI: 10.1016/j.patrec.2015.10.012 [2016] :
- 3D rotation invariants by complex moments, Pattern Recognition 48 11 (2015), p. 3516-3526 Download DOI: 10.1016/j.patcog.2015.05.007 [2015] :
- Near infrared face recognition using Zernike moments and Hermite kernels, Information Sciences 316 1 (2015), p. 234-245 Download DOI: 10.1016/j.ins.2015.04.030 [2015] :
- Design of high-order rotation invariants from Gaussian-Hermite moments, Signal Processing 113 1 (2015), p. 61-67 Download DOI: 10.1016/j.sigpro.2015.01.005 [2015] :
- Quaternion Wiener Deconvolution for Noise Robust Color Image Registration, IEEE Signal Processing Letters 22 9 (2015), p. 1278-1282 Download DOI: 10.1109/LSP.2015.2398033 [2015] :
- Registration of Images with N-fold Dihedral Blur, IEEE Transactions on Image Processing 24 3 (2015), p. 1036-1045 Download DOI: 10.1109/TIP.2015.2390977 [2015] :
- 3D rotation invariants of Gaussian-Hermite moments, Pattern Recognition Letters 54 1 (2015), p. 18-26 Download DOI: 10.1016/j.patrec.2014.11.014 [2015] :
- Projection Operators and Moment Invariants to Image Blurring, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 4 (2015), p. 786-802 Download DOI: 10.1109/TPAMI.2014.2353644 [2015] :
- Fast computation of Krawtchouk moments, Information Sciences 288 1 (2014), p. 73-86 Download DOI: 10.1016/j.ins.2014.07.046 [2014] :
- Evaluating Feature Extractors and Dimension Reduction Methods for Near Infrared Face Recognition Systems, Jurnal Teknologi 70 1 (2014), p. 23-33 [2014] :
- Recognition of Symmetric 3D Bodies, Symmetry-Basel 6 3 (2014), p. 722-757 Download DOI: 10.3390/sym6030722 [2014] :
- Comments on "Weed Recognition using Image Blur Information" by Peng, Z. & Jun, C., Biosystems Engineering 110 (2), p. 198-205”, Biosystems Engineering 2014 126 (2014), p. 104-108 Download DOI: 10.1016/j.biosystemseng.2014.08.001 [2014] :
- Near infrared face recognition by combining Zernike moments and undecimated discrete wavelet transform, Digital Signal Processing 31 1 (2014), p. 13-27 Download DOI: 10.1016/j.dsp.2014.04.008 [2014] :
- Computer-Aided Leaf Recognition Visual System, ERCIM News 2013 95 (2013), p. 15-16 [2013] :
- Blur Invariant Translational Image Registration for N-fold Symmetric Blurs, IEEE Transactions on Image Processing 22 9 (2013), p. 3676-3689 Download DOI: 10.1109/TIP.2013.2268972 [2013] :
- Automatic Determination of the Size of Elliptical Nanoparticles from AFM Images, Journal of Nanoparticle Research 15 8 (2013), p. 1-10 Download DOI: 10.1007/s11051-013-1842-8 [2013] :
- Steerability of Hermite Kernel, International Journal of Pattern Recognition and Artificial Intelligence 27 4 (2013) Download DOI: 10.1142/S0218001413540062 [2013] :
- A Comment on a Novel Approach for the Registration of Weak Affine Images, Pattern Recognition Letters 34 12 (2013), p. 1381-1385 Download DOI: 10.1016/j.patrec.2013.04.024 [2013] :
- On the Recognition of Wood Slices by Means of Blur Invariants, Sensors and Actuators A - Physical 198 1 (2013), p. 113-118 Download DOI: 10.1016/j.sna.2013.04.035 [2013] :
- Rotation and Noise Invariant Near-Infrared Face Recognition by means of Zernike Moments and Spectral Regression Discriminant Analysis, Journal of Electronic Imaging 22 1 (2013), p. 1-11 Download DOI: 10.1117/1.JEI.22.1.013030 [2013] :
- Decomposition of Binary images - A Survey and Comparison, Pattern Recognition 45 12 (2012), p. 4279-4291 Download DOI: 10.1016/j.patcog.2012.05.012 [2012] :
- Assessment of Time-Lapse in Visible and Thermal Face Recognition, International Journal of Computer and Communication Engineering 6 1 (2012), p. 181-186 Download [2012] :
- Blur Invariants Constructed From Arbitrary Moments, IEEE Transactions on Image Processing 20 12 (2011), p. 3606-3611 Download DOI: 10.1109/TIP.2011.2159235 [2011] :
- Multichannel deblurring of digital images, Kybernetika 47 3 (2011), p. 439-454 Download [2011] :
- Affine Moment Invariants Generated by Graph Method, Pattern Recognition 44 9 (2011) Download DOI: 10.1016/j.patcog.2010.05.015 [2011] :
- Implicit Moment Invariants, International Journal of Computer Vision 86 1 (2010), p. 72-86 Download DOI: 10.1007/s11263-009-0259-4 [2010] :
- Doplatí Akademie věd na to, že preferuje kvalitu vědeckých výsledků před kvantitou?, Automa, p. 8-9 Download [2009] :
- 3D Rigid Registration by Cylindrical Phase Correlation Method, Pattern Recognition Letters 30 10 (2009), p. 914-921 Download DOI: 10.1016/j.patrec.2009.03.015 [2009] :
- Super-Resolution and Blind Deconvolution For Rational Factors With an Application to Color Images, Computer Journal 52 1 (2009), p. 142-152 Download DOI: doi:10.1093/comjnl/bxm098 [2009] :
- Simultaneous super-resolution and blind deconvolution, Journal of Physics: Conference Series 124, p. 1-8 Download DOI: 10.1088/1742-6596/124/1/012048 [2008] :
- Extension of Moment Features’ Invariance to Blur, Journal of Mathematical Imaging and Vision 32 1 (2008), p. 227-238 Download DOI: 10.1007/s10851-008-0091-4 [2008] :
- Photorealistic Modeling of the Growth of Filamentous Specimens, EURASIP Journal on Advances in Signal Processing 2008 520972 (2008), p. 1-9 Download DOI: 10.1155/2008/520972 [2008] :
- Space-Variant Restoration of Images Degraded by Camera Motion Blur, IEEE Transactions on Image Processing 17 2 (2008), p. 105-116 Download [2008] :
- Recognition of partially occluded and deformed binary objects, Pattern Recognition Letters 29 3 (2008), p. 360-369 Download DOI: 10.1016/j.patrec.2007.10.012 [2008] :
- Fúze digitálních snímků, Bulletin Grantové agentury České republiky 15 4-5 (2007), p. 7-10 [2007] :
- Současné metody rozpoznávání obrazů, Automa 13 10 (2007), p. 46-47 [2007] :
- Rozhovor o fungování vědeckého týmu, Automa 13 10 (2007), p. 45-45 [2007] :
- Cylindrical Phase Correlation Method, Lecture Notes in Computer Science 2007 4673 (2007), p. 751-758 [2007] :
- Restoration of color images degraded by space-variant motion blur, Lecture Notes in Computer Science 2007 4673 (2007), p. 450-457 Download [2007] :
- Polygonal shape description for recognition of partially occluded objects, Pattern Recognition Letters 28 9 (2007), p. 1002-1011 Download [2007] :
- Object recognition by implicit invariants, Lecture Notes in Computer Science 2007 4673 (2007), p. 856-863 Download [2007] :
- A Unified Approach to Superresolution and Multichannel Blind Deconvolution, IEEE Transactions on Image Processing 16 9 (2007), p. 2322-2332 Download [2007] :
- Moment Invariants in Image Analysis, Trans. on Engineering, Computing and Technology 11 2 (2006), p. 196-201 [2006] :
- Rotation Moment Invariants for Recognition of Symmetric Objects, IEEE Transactions on Image Processing 15 12 (2006), p. 3784-3790 Download [2006] :
- Resolution enhancement via probabilistic deconvolution of multiple degraded images, Pattern Recognition Letters 27 4 (2006), p. 287-293 Download [2006] :
- Recognition of partially occluded and deformed binary objects, Proceedings of the 11th International Conference on Computer Analysis of Images and Patterns. CAIP 2005 3691 - (2005), p. 415-422 Download [2005] :
- Affine normalization of symmetric objects, Proceedings of the 7th International Conference on Advanced Concepts for Intelligent Vision Systems 3708 - (2005), p. 100-107 [2005] :
- Moment invariants for recognizing symmetric objects, Computer Analysis of Images and Patterns. Proceedings 3691 - (2005), p. 9-16 [2005] :
- Multichannel blind deconvolution of spatially misaligned images, IEEE Transactions on Image Processing 14 7 (2005), p. 874-883 Download [2005] :
- Fast evaluation of Thin-Plate Splines on fine square grids, Kybernetika 41 1 (2005), p. 97-112 Download [2005] :
- Multichannel Blind Deconvolution As A Tool For Solar Image Restoration, Solar Physics 228, p. 165-175 [2005] :
- Projective moment invariants, IEEE Transactions on Pattern Analysis and Machine Intelligence 26 10 (2004), p. 1364-1367 Download [2004] :
- An application of image processing in the medieval mosaic conservation, Pattern Analysis and Applications 7 1 (2004), p. 18-25 Download [2004] :
- Combined blur and affine moment invariants and their use in pattern recognition, Pattern Recognition 36 12 (2003), p. 2895-2907 Download [2003] :
- Image registration methods: a survey, Image and Vision Computing 21 11 (2003), p. 977-1000 Download [2003] :
- Multichannel blind iterative image restoration, IEEE Transactions on Image Processing 12 9 (2003), p. 1094-1106 Download [2003] :
- Rozpoznávání objektů na poškozených snímcích, Softwarové noviny 14 6 (2003), p. 79-81 [2003] :
- Digital image processing in art conservation, ERCIM News, p. 44-45 [2003] :
- Moment forms invariant to rotation and blur in arbitrary number of dimensions, IEEE Transactions on Pattern Analysis and Machine Intelligence 25 2 (2003), p. 234-246 Download [2003] :
- Evaluation of naturally ventilated dairy barn management by a thermographic method, Livestock Production Science 77, p. 349-353 Download [2002] :
- Influence of high environmental temperatures and evaporative cooling on some physiological, hematological, and biochemical parameters in high-yielding dairy cows, Czech Journal of Animal Science 47 8 (2002), p. 309-318 [2002] :
- A new wavelet-based measure of image focus, Pattern Recognition Letters 23 14 (2002), p. 1785-1794 Download [2002] :
- Affine invariants of convex polygons, IEEE Transactions on Image Processing 11 9 (2002), p. 1117-1118 Download [2002] :
- On the inverse problem of rotation moment invariants, Pattern Recognition 35 12 (2002), p. 3015-3017 Download [2002] :
- The changes of skin capillary return in dependence on the microclimatic changes in diary. Abstract, Physiological Research 49 4 (2000), p. 21 [2000] :
- Machine milking and its influence on temperature states of udder. Abstract, Czech Journal of Animal Science 45 1 (2000), p. 6 [2000] :
- Porovnání strukových návleček na základě teplotních stavů struků, Research in Agricultural Engineering 46 3 (2000), p. 104-108 [2000] :
- Invariants to convolution in arbitrary dimensions, Journal of Mathematical Imaging and Vision 13 2 (2000), p. 101-113 Download [2000] :
- Refined moment calculation using image block representation, IEEE Transactions on Image Processing 9 11 (2000), p. 1977-1978 Download [2000] :
- On the independence of rotation moment invariants, Pattern Recognition 33 9 (2000), p. 1405-1410 Download [2000] :
- Point-based projective invariants, Pattern Recognition 33 2 (2000), p. 251-261 Download [2000] :
- Combined invariants to linear filtering and rotation, International Journal of Pattern Recognition and Artificial Intelligence 13 8 (1999), p. 1123-1136 Download [1999] :
- Landmark recognition using invariant features, Pattern Recognition Letters 20 5 (1999), p. 541-547 Download [1999] :
- Robust detection of significant points in multiframe images, Pattern Recognition Letters 20 2 (1999), p. 199-206 Download [1999] :
- On selecting the best features in a noisy environment, Kybernetika 34 4 (1998), p. 411-416 Download [1998] :
- Degraded image analysis: An invariant approach, IEEE Transactions on Pattern Analysis and Machine Intelligence 20 6 (1998), p. 590-603 Download [1998] :
- Classification of degraded signals by the method of invariants, Signal Processing 60 2 (1997), p. 243-249 Download [1997] :
- Recognition of blurred images by the method of moments, IEEE Transactions on Image Processing 5 3 (1996), p. 533-538 Download [1996] :
- Vertex-based features for recognition of projectively deformed polygons, Pattern Recognition 29 3 (1996), p. 361-367 Download [1996] :
- Recognition of images degraded by linear motion blur without restoration, Computing. Supplement 11, p. 37-51 Download [1996] :
- Image features invariant with respect to blur, Pattern Recognition 28 11 (1995), p. 1723-1732 Download [1995] :
- Object matching by means of matching likelihood coefficients, Pattern Recognition Letters 16, p. 893-900 Download [1995] :
- A moment-based approach to registration of images with affine geometric distortion, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Geoscience Electronics 32 2 (1994), p. 382-387 Download [1994] :
- Affine moment invariants: a new tool for character recognition, Pattern Recognition Letters 15, p. 433-436 Download [1994] :
- Image Representations via a Finite Radon Transform, IEEE Transactions on Pattern Analysis and Machine Intelligence 15 10 (1993), p. 996-1006 Download [1993] :
- Pattern Recognition by Affine Moment Invariants, Pattern Recognition 26 1 (1993), p. 167-174 Download [1993] :
- An Adaptive Method for Image Registration, Pattern Recognition 25 1 (1992), p. 45-54 Download [1992] :
- Proton Flare and Terrestrial Effects with Aurorae in the Minimum Phase of Solar Activity, Bulletin of the Astronomical Institutes of Czechoslovakia 42 6 (1991), p. 386-389 [1991] :
Other publications
- STAR: Screen Time and Actor Recognition in Video Content, Pattern Recognition : 46th DAGM German Conference, DAGM GCPR 2024, p. 270-284 Download Download DOI: 10.1007/978-3-031-85187-2_17 [2025] :
- Visual Object Recognition - Traditional Methods Along with Deep Learning Approaches, 14th Conference of Data Analysis Methods for Software Systems (DAMSS23), p. 23-23 Download [2023] :
- H-NeXt: The next step towards roto-translation invariant networks, 34th British Machine Vision Conference 2023, p. 1-14 Download [2023] :
- CNN Ensemble Robust to Rotation Using Radon Transform, Proceedings of The 12th International Conference on Image Processing Theory, Tools and Applications (IPTA 2023) Download DOI: 10.1109/IPTA59101.2023.10320086 [2023] :
- Invariant Convolutional Networks, Proceedings of The 12th International Conference on Image Processing Theory, Tools and Applications (IPTA 2023) Download DOI: 10.1109/IPTA59101.2023.10319998 [2023] :
- 3D Non-separable Moment Invariants, Computer Analysis of Images and Patterns. CAIP 2023, p. 295-305 Download DOI: 10.1007/978-3-031-44237-7_28 [2023] :
- NeRD: Neural field-based Demosaicking, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1735-1739 Download 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 Download DOI: 10.1109/ICIP49359.2023.10223161 [2023] :
- Affine Moment Invariants of Tensor Fields, Image Analysis: 23rd Scandinavian Conference, SCIA 2023, p. 299-313 Download DOI: 10.1007/978-3-031-31435-3_20 [2023] :
- Impact of Image Blur on Classification and Augmentation of Deep Convolutional Networks, Image Analysis: 23rd Scandinavian Conference, SCIA 2023, p. 108-117 Download 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 Download [2023] :
- DCT/IDCT Filter Design for Ultrasound Image Filtering, Proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), p. 1804-1811 Download [2021] :
- Combined Invariants to Gaussian Blur and Affine Transformation, Proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), p. 459-464 Download [2021] :
- Human Computer Interface Based on Tongue and Lips Movements and its Application for Speech Therapy System, Electronic Imaging, Visualization and Data Analysis 2020 Download DOI: 10.2352/ISSN.2470-1173.2020.1.VDA-389 [2020] :
- 2-D Generating Function of the Zernike Polynomials and their Application for Image Classification, Proceedings of the 9th International Conference on Image Processing Theory, Tools and Applications IPTA 2019 Download DOI: 10.1109/IPTA.2019.8936089 [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) Download [2019] :
- Orthogonal Affine Invariants from Gaussian-Hermite Moments, Computer Analysis of Images and Patterns : CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings, p. 413-424, Eds: Vento M., Percannella G., Colantonio S., Giorgi D., Matuszewski B. J., Kerdegari H., Razaak M. Download DOI: 10.1007/978-3-030-29891-3_36 [2019] :
- Robust Histogram Estimation Under Gaussian Noise, Computer Analysis of Images and Patterns : CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings, p. 421-432, Eds: Vento M., Percannella G., Colantonio S., Giorgi D., Matuszewski B. J., Kerdegari H., Razaak M. Download DOI: 10.1007/978-3-030-29888-3_34 [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. Download DOI: 10.1007/978-3-030-29888-3_28 [2019] :
- On the Null-Space of the Shape-Color Moment Invariants, Computer Analysis of Images and Patterns : CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings, p. 402-408, Eds: Vento M., Percannella G., Colantonio S., Giorgi D., Matuszewski B. J., Kerdegari H., Razaak M. Download DOI: 10.1007/978-3-030-29888-3_32 [2019] :
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- Feature Selection on Affine Moment Invariants in Relation to Known Dependencies, Computer Analysis of Images and Patterns : 17th International Conference, CAIP 2017, p. 285-295, Eds: Felsberg M., Heyden A., Krüger N. Download DOI: 10.1007/978-3-319-64698-5_24 [2017] :
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- Recognition of Images Degraded by Gaussian Blur, Computer Analysis of Images and Patterns - CAIP 2015, p. 88-99, Eds: Azzopardi George, Petkov Nicolai Download DOI: 10.1007/978-3-319-23192-1_8 [2015] :
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- Low-cost mobile system for multispectral cultural heritage data acquisition, Digital Heritage International Congress, p. 73-79 Download [2013] :
- Image Fusion for Difference Visualization in Art Analysis, Digital Heritage International Congress, p. 653-656 Download [2013] :
- Invariants to symmetrical convolution with application to dihedral kernel symmetry, Image Analysis and Processing – ICIAP 2013, p. 369-378 Download DOI: 10.1007/978-3-642-41184-7_38 [2013] :
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- Rectangular Decomposition of Binary Images, Proceedings of the International Conference on Advanced Concepts for Intelligent Vision Systems Acivs'12, p. 213-224, Eds: Blanc-Talon J., Popescu D., Philips W., Scheunders P. Download DOI: 10.1007/978-3-642-33140-4_19 [2012] :
- Assessment of Time-Lapse in Visible and Thermal Face Recognition, Proc. WASET Int'l. Conf. Machine Learning and Pattern Recognition ICMLPR'12, p. 578-583 Download [2012] :
- Komparativní studie metodiky hodnocení dle RVVI a dle citačních indexů, Hovory s informatiky 2011, p. 51-63 Download [2011] :
- Tensor Method for Constructing 3D Moment Invariants, Computer Analysis of Images and Patterns, Proceedings, p. 212-219, Eds: Real P., Diaz-Pernil D., Molina-Abril H., Berciano A., Kropatsch W. Download DOI: 10.1007/978-3-642-23678-5_24 [2011] :
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- Superresolution and blind deconvolution of video, SIAM Conferece on Imaging Science (Abstracts), p. 1-1 Download [2010] :
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- On Implicit Invariants - IASTED COnference on Computer Graphics and Imaging (CGIM'08) [2008] :
- Superresolution and blind deconvolution of video, Proceedings on the 19th International Conference on Pattern Recognition, p. 1-4 Download [2008] :
- Tracking the growth of phytopathogenic fungi and use of digital image processing in diagnostics, Journal of Plant Pathology, p. 240-240, Eds: Porta-Puglia A., Gonthier P. Download [2008] :
- Digital Processing of Light Microscopy Images in Plant Pathogen Diagnostics, Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, p. 1-2 Download [2008] :
- Affine Moment Invariants Generated by Automated Solution of the Equations, Proceedings of the 19th International Conference on Pattern Recognition, p. 3270-3273 Download [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 Download [2008] :
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- Image registration by means of moment invariants, MatGeos 1st Workshop on Mathematical Geosciences, p. 5-5 Download [2008] :
- Fusion in Image Processing (Tutorial), Proc. 11th Int'l. Conf. on Information Fusion, p. 1-4 [2008] :
- Special Session on Invariance and Robustness, IASTED Conf. Computer Graphics and Imaging CGIM'08 [2008] :
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- Image database designed for fast and robust image search, Doktorandské dny 2007, p. 67-74 [2007] :
- Tutorial: Image Fusion - Principles, Methods, and Applications, Proceedings of the 15th European Signal Processing Conference, p. 1-2 [2007] :
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- 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 Download [2006] :
- Polygonal Approach to Recognition of Partially Occluded Binary Objects, Information Optics, p. 346-353 [2006] :
- Modelling of perception of non-planar scene in a defect vision, Information Optics, p. 354-359 [2006] :
- The Independence of the Affine Moment Invariants, Information Optics, p. 387-396 Download [2006] :
- Polygonal Approach to Recognition of Partially Occluded Binary Objects, Proceedings of the 5th International Workshop on Information Optics, p. 3-4, Eds: Cristóbal G., Javidi B., Vallmitjana S. [2006] :
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- Matlab Tool for Blind Superresolution version 1.0 (program), ÚTIA AV ČR (Praha, 2006) [2006] :
- Image fusion based on level set segmentation, Proceedings of 14th European Signal Processing Conference. EUSIPCO 2006, p. 1-5 Download [2006] :
- Navigation System for a Mobile Robot Based on Omni-Directional Vision, ÚTIA AV ČR (Praha, 2006) [2006] :
- Moment invariants in image analysis, Proceedings of the International Conference on Computer Science. ICCS'06, p. 196-201 [2006] :
- Simultaneous recovery of scene structure and blind restoration of defocused images, Proceedings of the Computer Vision Winter Workshop 2006. CVWW' 06, p. 40-45, Eds: Chum O., Franc V. Download [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] :
- Microscopic cross-sections of old artworks, Proceedings of the 12th IEEE International Conference on Image Processing. ICIP'05, p. 578-581, IEEE (Los Alamitos, 2005) [2005] :
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- Tables of Affine Moment Invariants Generated by the Graph Method, ÚTIA AV ČR (Praha, 2005) Download [2005] :
- Refined method for the fast and exact computation of moment invariants, Progress in Pattern Recognition, Image Analysis, and Applications, p. 487-494 Download [2004] :
- Registration and fusion of blurred images, Image Analysis and Recognition. Proceedings, p. 122-129 Download [2004] :
- Graph method for generating affine moment invariants, Proceedings of the 17th International Conference on Pattern Recognition. ICPR 2004, p. 192-195 Download [2004] :
- Invariants to convolution with circularly symmetric PSF, International Conference on Pattern Recognition. ICPR 2004, p. 11-14 Download [2004] :
- Image fusion via probabilistic deconvolution, Third International Workshop on Pattern Recognition in Remote Sensing. Proceedings, p. 1-5 Download [2004] :
- Invariant Functionals and Their Use in Computer Image Analysis, ČVUT (Praha, 2004) [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 Download [2004] :
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- 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) Download [2003] :
- Construction of complete and independent systems of rotation moment invariants, Computer Analysis of Images and Patterns. Proceedings, p. 41-48, Eds: Petkov N., Westenberg M. A., Springer (Berlin, 2003) Download [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] :
- 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) Download [2002] :
- Estimation of camera planar motion from blurred images, Proceedings of the IEEE International Conference on Image Processing. ICIP'02, p. 329-332, IEEE (Rochester, 2002) Download [2002] :
- Blur and affine moment invariants, Proceedings of the 16th International Conference on Pattern Recognition, p. 339-342, Eds: Kasturi R., Laurendeau D., Suen C., IEEE Computer Society (Los Alamitos, 2002) Download [2002] :
- The Application of Digital Image Processing in "The Last Judgment" Mosaic Conservation, ÚTIA AV ČR (Praha, 2002) [2002] :
- Effect of postmilking teat disinfecting on teat skin temperature status, Physiological and Technical Aspects of Machine Milking, p. 219-223, Eds: Rosati A., Mihina S., Mosconi C., ICAR (Rome, 2001) [2001] :
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- A Feature-Based Approach to Digital Image Registration. DrSc. Dissertation (2001) [2001] :
- Features invariant simultaneously to convolution and affine transformation, Computer Analysis of Images and Patterns. Proceedings, p. 183-190, Springer (Berlin, 2001) Download [2001] :
- Registrace obrazů aneb jak využít více různých snímků téhož objektu, Digitální zobrazování v biologii a medicíně 2001, p. 11-16, Entomologický ústav AV ČR (České Budějovice, 2001) [2001] :
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- Responses of dairy cow body surface temperature in thermoneutral zone, Proceedings of the 10th International Congress on Animal Hygiene, p. 951-954, ISAH (Maastricht, 2000) [2000] :
- Influence of machine milking with different vacuum on teat traumatization, Proceedings of the 10th International Congress on Animal Hygiene, p. 680-682, ISAH (Maastricht, 2000) [2000] :
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- Thermal comfort of dairy cows in barn with open-sided construction, International Conference Trends in Agricultural Engineering, p. 394-395, Czech University of Agriculture (Prague, 1999) Download [1999] :
- An overview of multichannel image restoration techniques, Week of Doctoral Students 1999, p. 580-585, MATFYZPRESS (Praha, 1999) Download [1999] :
- Convex layers: A new tool for recognition of projectively deformed point sets, Computer Analysis of Images and Patterns. Proceedings, p. 454-461, Eds: Solina F., Leonardis A., Springer (Berlin, 1999) Download [1999] :
- Registration of N-D images by blur invariants, Biomedical Image Registration, p. 163-172, Slovenian Pattern Recognition Society (Ljubljana, 1999) Download [1999] :
- Invariant-based registration of rotated and blurred images, IEEE 1999 International Geoscience and Remote Sensing Symposium. Proceedings, p. 1262-1264, IEEE Computer Society (Los Alamitos, 1999) Download [1999] :
- On the Calculation of Image Moments, ÚTIA AV ČR (Praha, 1999) [1999] :
- Feature point detection in blurred images, Image and Vision Computing. Proceedings, p. 103-108, Eds: Klette R., Gimel'farb G., Kakarala R., University of Auckland (Auckland, 1998) [1998] :
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- A new multichannel blind deconvolution method and its application to solar images, Proceedings of the 14th International Conference on Pattern Recognition, p. 1765-1767, Eds: Jain A., Venkatesh S., Lovell B. C., IEEE (Los Alamitos, 1998) Download [1998] :
- Numerically stable direct least squares fitting of ellipses, Proceedings of the 6th International Conference in Central Europe on Computer Graphics and Visualization. WSCG '98, p. 125-132, CZ (Plzeň, 1998) Download [1998] :
- Integrální invarianty pro popis a automatické rozpoznávání objektů. Habilitační práce (1997) [1997] :
- Estimation of profiles of sherds of archaeological pottery, Czech Pattern Recognition Workshop '97. Proceedings, p. 126-130, Czech Pattern Recognition Society (Praha, 1997) Download [1997] :
- Selecting the best features in the case of decreasing robustness, Proceedings of the 1st IAPR TC1 Workshop on Statistical Techniques in Pattern Recognition, p. 49-54, Eds: Pudil P., Novovičová J., Grim J., ÚTIA AV ČR (Praha, 1997) [1997] :
- Half-blind restoration of images corrupted by atmospheric turbulence, Pattern Recognition and Information Processing, p. 384-387, Eds: Krasnoproshin V., Soldek J., Ablameyko S., Shmerko V., WUPS (Szczecin, 1997) [1997] :
- Point projective and permutation invariants, Computer Analysis of Images and Patterns, p. 74-81, Eds: Sommer G., Danilidis K., Pauli J., Springer (Berlin, 1997) Download [1997] :
- Degraded Image Analysis: An Invariant Approach, ÚTIA AV ČR (Praha, 1997) [1997] :
- Half-blind restoration of images corrupted by atmospheric turbulence, Pattern recognition and image processing, p. 384-388 [1997] :
- Search of the correspondence between the control points for registration of the projectively deformed images, Image and Signal Processing for Remote Sensing, p. 28-37, SPIE (Taormina, 1996) Download [1996] :
- Recognition of Navigation Marks by Robot Vision System, ÚTIA AV ČR (Praha, 1996) [1996] :
- Invariants for recognition of degraded 1-D digital signals, International Conference on Pattern Recognition. Proceedings, p. 389-393, IEEE Computer Society Press (Los Alamitos, 1996) Download [1996] :
- The features for recognition of projectively deformed point sets, Proceedings of the IEEE International Conference on Image Processing, p. 348-351, IEEE (Washington, 1995) Download [1995] :
- The projective invariants for polygons, Computer Analysis of Images and Patterns, p. 729-734, Eds: Hlaváč V., Šára R., Springer (Berlin, 1995) Download [1995] :
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- Registration of images with affine geometric distortion by means of moment invariants, Image and Signal Processing for Remote Sensing, p. 843-852, SPIE (Bellingham, 1994) [1994] :
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- Description and Recognition of Blurred Images by the Method of Blur Invariants, ÚTIA AV ČR (Praha, 1994) [1994] :
- Picture Coding by a Finite Radon Transform, General Assembly of the International Union of Radio Science, p. 106, URSI (Kyoto, 1993) [1993] :
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