Ing. Tomáš Suk, Ph.D. DSc.
vědecký pracovník
Oddělení:
Oddělení zpracování obrazové informace
Vědecké zájmy:
číslicové zpracování obrazu, rozpoznávání, filtrace obrazu, invariantní příznaky, momentové a bodové invarianty, geometrické transformace obrazu. Aplikace v dálkovém průzkumu, astronomii, medicíně, biologii a počítačovém vidění.
Životopis
Seznam publikací
Vzdělání
Titul Ing. v oboru technická kybernetika, České vysoké učení technické, Fakulta elektrotechnická, Praha, 1987.
Titul CSc. v oboru výpočetní technika, Československá akademie věd, Praha, 1992.
Titul DSc. Akademie věd České republiky, 2017.
Knihy a kapitoly
- : Moment Invariants of Vector and Tensor Fields, Recent Progress in Moments and Moment Invariants, p. 1-28 (2021) Stáhnout DOI: 10.15579/gcsr [2021]
- : 2D and 3D Image Analysis by Moments, John Wiley & Sons (Chichester, 2016) Stáhnout DOI: 10.1002/9781119039402 [2016]
- : 模式识别中时矩和矩不变量, John Wiley & Univ. of Science and Technology of China Press (Hefei, 2014) Stáhnout [2014]
- : 2D and 3D Image Analysis by Gaussian-Hermite Moments, Moments and Moment Invariants: Theory and Applications, p. 143-173 Stáhnout DOI: 10.15579/gcsr.vol1.ch7 [2014]
- : Moments and Moment Invariants in Pattern Recognition, Wiley & sons (Chichester, 2009) [2009]
Články v časopisech
- : 3D Non‑separable Moment Invariants and Their Use in Neural Networks, SN Computer Science 5 Stáhnout Stáhnout DOI: 10.1007/s42979-024-03504-x [2024]
- : Accelerated and Improved Stabilization for High Order Moments of Racah Polynomials, IEEE Access 11 1 (2023), p. 110502-110521 Stáhnout Stáhnout DOI: 10.1109/ACCESS.2023.3321969 [2023]
- : Fast Computation of Hahn Polynomials for High Order Moments, IEEE Access 10 1 (2022), p. 48719-48732 Stáhnout Stáhnout DOI: 10.1109/ACCESS.2022.3170893 [2022]
- : Non-separable rotation moment invariants, Pattern Recognition 127 Stáhnout Stáhnout DOI: 10.1016/j.patcog.2022.108607 [2022]
- : Systematic generation of moment invariant bases for 2D and 3D tensor fields, Pattern Recognition 123 Stáhnout Stáhnout DOI: 10.1016/j.patcog.2021.108313 [2022]
- : Complete and Incomplete Sets of Invariants, Journal of Mathematical Imaging and Vision 63 1 (2021), p. 917-922 Stáhnout Stáhnout DOI: 10.1007/s10851-021-01039-x [2021]
- : Affine Invariants of Vector Fields, IEEE Transactions on Pattern Analysis and Machine Intelligence 43 4 (2021), p. 1140-1155 Stáhnout Stáhnout DOI: 10.1109/TPAMI.2019.2951664 [2021]
- : Rotation invariants from Gaussian-Hermite moments of color images, Signal Processing 143 1 (2018), p. 282-291 Stáhnout 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 Stáhnout DOI: 10.1016/j.patcog.2017.09.004 [2018]
- : Automated Meteor Detection by All-Sky Digital Camera Systems, Earth, Moon, and Planets 120 3 (2017), p. 189-215 DOI: 10.1007/s11038-017-9511-z [2017]
- : Scale invariants from Gaussian-Hermite moments, Signal Processing 132 1 (2017), p. 77-84 Stáhnout DOI: 10.1016/j.sigpro.2016.09.013 [2017]
- : Dynamic process analysis by moments of extreme orders, Astronomy and Computing 14, p. 43-51 DOI: 10.1016/j.ascom.2016.01.003 [2016]
- : Recognition of Images Degraded by Gaussian Blur, IEEE Transactions on Image Processing 25 2 (2016), p. 790-806 Stáhnout DOI: 10.1109/TIP.2015.2512108 [2016]
- : 3D rotation invariants by complex moments, Pattern Recognition 48 11 (2015), p. 3516-3526 Stáhnout DOI: 10.1016/j.patcog.2015.05.007 [2015]
- : Design of high-order rotation invariants from Gaussian-Hermite moments, Signal Processing 113 1 (2015), p. 61-67 Stáhnout DOI: 10.1016/j.sigpro.2015.01.005 [2015]
- : 3D rotation invariants of Gaussian-Hermite moments, Pattern Recognition Letters 54 1 (2015), p. 18-26 Stáhnout 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 Stáhnout DOI: 10.1109/TPAMI.2014.2353644 [2015]
- : Recognition of Symmetric 3D Bodies, Symmetry-Basel 6 3 (2014), p. 722-757 Stáhnout 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 Stáhnout DOI: 10.1016/j.biosystemseng.2014.08.001 [2014]
- : Statistical Moments of Active-Region Images During Solar Flares, Solar Physics 289 1 (2014), p. 193-209 Stáhnout DOI: 10.1007/s11207-013-0334-4 [2014]
- : Computer-Aided Leaf Recognition Visual System, ERCIM News 2013 95 (2013), p. 15-16 [2013]
- : Steerability of Hermite Kernel, International Journal of Pattern Recognition and Artificial Intelligence 27 4 (2013) Stáhnout DOI: 10.1142/S0218001413540062 [2013]
- : Leaf Recognition of Woody Species in Central Europe, Biosystems Engineering 115 4 (2013), p. 444-452 Stáhnout DOI: 10.1016/j.biosystemseng.2013.04.007 [2013]
- : On the Recognition of Wood Slices by Means of Blur Invariants, Sensors and Actuators A - Physical 198 1 (2013), p. 113-118 Stáhnout DOI: 10.1016/j.sna.2013.04.035 [2013]
- : Decomposition of Binary images - A Survey and Comparison, Pattern Recognition 45 12 (2012), p. 4279-4291 Stáhnout DOI: 10.1016/j.patcog.2012.05.012 [2012]
- : Affine Moment Invariants Generated by Graph Method, Pattern Recognition 44 9 (2011) Stáhnout DOI: 10.1016/j.patcog.2010.05.015 [2011]
- : Colour and rotation invariant textural features based on Markov random fields, Pattern Recognition Letters 32 6 (2011), p. 771-779 Stáhnout DOI: 10.1016/j.patrec.2011.01.002 [2011]
- : Rotation Moment Invariants for Recognition of Symmetric Objects, IEEE Transactions on Image Processing 15 12 (2006), p. 3784-3790 Stáhnout [2006]
- : 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]
- : Projective moment invariants, IEEE Transactions on Pattern Analysis and Machine Intelligence 26 10 (2004), p. 1364-1367 Stáhnout [2004]
- : Combined blur and affine moment invariants and their use in pattern recognition, Pattern Recognition 36 12 (2003), p. 2895-2907 Stáhnout [2003]
- : Point-based projective invariants, Pattern Recognition 33 2 (2000), p. 251-261 Stáhnout [2000]
- : On selecting the best features in a noisy environment, Kybernetika 34 4 (1998), p. 411-416 Stáhnout [1998]
- : Degraded image analysis: An invariant approach, IEEE Transactions on Pattern Analysis and Machine Intelligence 20 6 (1998), p. 590-603 Stáhnout [1998]
- : Classification of degraded signals by the method of invariants, Signal Processing 60 2 (1997), p. 243-249 Stáhnout [1997]
- : Recognition of blurred images by the method of moments, IEEE Transactions on Image Processing 5 3 (1996), p. 533-538 Stáhnout [1996]
- : Vertex-based features for recognition of projectively deformed polygons, Pattern Recognition 29 3 (1996), p. 361-367 Stáhnout [1996]
- : Recognition of images degraded by linear motion blur without restoration, Computing. Supplement 11, p. 37-51 Stáhnout [1996]
- : Image features invariant with respect to blur, Pattern Recognition 28 11 (1995), p. 1723-1732 Stáhnout [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 Stáhnout [1994]
- : Affine moment invariants: a new tool for character recognition, Pattern Recognition Letters 15, p. 433-436 Stáhnout [1994]
- : Pattern Recognition by Affine Moment Invariants, Pattern Recognition 26 1 (1993), p. 167-174 Stáhnout [1993]
Ostatní publikace
- : Framework for Generation of Moment Invariants by Tensor Method, Computer Analysis of Images and Patterns, p. 319-329, Eds: Castrillón-Santana Modesto, Travieso-González Carlos M., Suarez Oscar Deniz, Freire-Obregón David, Hernández-Sosa Daniel, Lorenzo-Navarro Javier, Santana Oliverio J. Stáhnout DOI: 10.1007/978-3-032-04968-1_27 [2025]
- : 3D Non-separable Moment Invariants, Computer Analysis of Images and Patterns. CAIP 2023, p. 295-305 Stáhnout DOI: 10.1007/978-3-031-44237-7_28 [2023]
- : Affine Moment Invariants of Tensor Fields, Image Analysis: 23rd Scandinavian Conference, SCIA 2023, p. 299-313 Stáhnout DOI: 10.1007/978-3-031-31435-3_20 [2023]
- : 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. Stáhnout DOI: 10.1007/978-3-030-29891-3_36 [2019]
- : Solar Atmosphere Data Analysis, Proceedings of the 24th International Conference on Pattern Recognition (ICPR 2018), p. 2797-2802 DOI: 10.1109/ICPR.2018.8546062 [2018]
- : Affine Moment Invariants of Vector Fields, Proceedings of the 25th IEEE International Conference on Image Processing 2018, p. 1338-1342 Stáhnout DOI: 10.1109/ICIP.2018.8451371 [2018]
- : Recognition of Patterns in Vector Fields by Gaussian-Hermite Invariants, Proceedings of the 2017 IEEE International Conference on Image Processing (ICIP 2017), p. 2359-2363 Stáhnout DOI: 10.1109/ICIP.2017.8296704 [2017]
- : 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. Stáhnout DOI: 10.1007/978-3-319-64698-5_24 [2017]
- : Solar Flare Retrieval, Detection and Analysis, Proceedings of the 23rd International Conference on Pattern Recognition (ICPR) Stáhnout DOI: 10.1109/ICPR.2016.7899797 [2016]
- : Automated detection of meteors in observed image sequence, International conference of computational methods in sciences and engineering 2015 DOI: 10.1063/1.4938976 [2015]
- : Recognition of Images Degraded by Gaussian Blur, Computer Analysis of Images and Patterns - CAIP 2015, p. 88-99, Eds: Azzopardi George, Petkov Nicolai Stáhnout DOI: 10.1007/978-3-319-23192-1_8 [2015]
- : Analysis of Dynamic Processes by Statistical Moments of High Orders, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p. 33-40 Stáhnout DOI: 10.1007/978-3-642-41822-8_5 [2013]
- : Comparison of Leaf Recognition by Moments and Fourier Descriptors, Computer Analysis of Images and Patterns, p. 221-228, Eds: Wilson Richard, Hancock Edwin, Bors Adrian, Smith William Stáhnout DOI: 10.1007/978-3-642-40261-6_26 [2013]
- : Blur Invariants and Projection Operators, Signal Processing, Pattern Recognition and Applications, p. 305-312, Eds: Linsen L., Kampel M. DOI: 10.2316/P.2013.798-018 [2013]
- : 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. Stáhnout DOI: 10.1007/978-3-642-33140-4_19 [2012]
- : 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. Stáhnout DOI: 10.1007/978-3-642-23678-5_24 [2011]
- : Refined Morphological Methods of Moment Computation, Proceedings of 20th International Conference on Pattern Recognition ICPR 2010, p. 966-970 Stáhnout [2010]
- : The Proof of Completeness of the Graph Method for Generation of Affine Moment Invariants, Image Analysis and Recognition, Proceedings of 7th International Conference ICIAR 2010, p. 157-166, Eds: Campilho Aurélio, Kamel Mohamed Stáhnout DOI: 10.1007/978-3-642-13772-3_17 [2010]
- : Moments and Moment Invariants in Pattern Recognition - 6th IASTED Conference on Signal Processing, Pattern Recognition and Applications (SSPA'09) [2009]
- : Affine Moment Invariants of Color Images, Computer Analysis of Images and Patterns, Proceedings of the 13th International Conference CAIP 2009, p. 334-341, Eds: Jiang Xiaoyi , Petkov Nikolai Stáhnout [2009]
- : Affine Moment Invariants Generated by Automated Solution of the Equations, Proceedings of the 19th International Conference on Pattern Recognition, p. 3270-3273 Stáhnout [2008]
- : The Independence of the Affine Moment Invariants, Information Optics, p. 387-396 Stáhnout [2006]
- : The Independence of the Affine Moment Invariants, Proceedings of the 5th International Workshop on Information Optics, p. 5-8, Eds: Cristóbal G., Javidi B., Vallmitjana S. Stáhnout [2006]
- : Tables of Affine Moment Invariants Generated by the Graph Method, ÚTIA AV ČR (Praha, 2005) Stáhnout [2005]
- : Graph method for generating affine moment invariants, Proceedings of the 17th International Conference on Pattern Recognition. ICPR 2004, p. 192-195 Stáhnout [2004]
- : 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) Stáhnout [2003]
- : ZODOP. (Program), ÚTIA AV ČR (Praha, 2002) [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) Stáhnout [2002]
- : Features invariant simultaneously to convolution and affine transformation, Computer Analysis of Images and Patterns. Proceedings, p. 183-190, Springer (Berlin, 2001) Stáhnout [2001]
- : 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]
- : New YHS color coordinate system and its spplication in remote sensing, Proceedings of the 1st Pattern Recognition for Remote Sensing Workshop, p. 6-9, BMVA Press (Surrey, 2000) Stáhnout [2000]
- : 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) Stáhnout [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) Stáhnout [1999]
- : On the Calculation of Image Moments, ÚTIA AV ČR (Praha, 1999) [1999]
- : 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]
- : Point projective and permutation invariants, Computer Analysis of Images and Patterns, p. 74-81, Eds: Sommer G., Danilidis K., Pauli J., Springer (Berlin, 1997) Stáhnout [1997]
- : Degraded Image Analysis: An Invariant Approach, ÚTIA AV ČR (Praha, 1997) [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) Stáhnout [1996]
- : Context analysis along temporal axis, Intelligent Technologies, p. 163-171, Slovak Cybernetics Society (Herlany, 1996) [1996]
- : Image sequence analysis, International Archives of Photogrammetry and Remote Sensing, p. 295-299, Eds: Kraus K., Waldhausl P., ISPRS (Vienna, 1996) [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) Stáhnout [1996]
- : Temporal Context Analysis, ÚTIA AV ČR (Praha, 1996) [1996]
- : Využití kontextu při analýze obrazu, Konference o dálkovém průzkumu, p. 1-4, SFDP (Brno, 1995) [1995]
- : The features for recognition of projectively deformed point sets, Proceedings of the IEEE International Conference on Image Processing, p. 348-351, IEEE (Washington, 1995) Stáhnout [1995]
- : The projective invariants for polygons, Computer Analysis of Images and Patterns, p. 729-734, Eds: Hlaváč V., Šára R., Springer (Berlin, 1995) Stáhnout [1995]
- : Invariants with respect to symmetric blur, Proceedings of the 9th Scandinavian Conference on Image Analysis, p. 341-348, SSAB (Uppsala, 1995) [1995]
- : 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]
- : Digital processing of the images of the retina, BIOSIGNÁL '94. Proceedings of the 12th International Conference, p. 57-59, Electrical Engineering Society (Brno, 1994) [1994]
- : Moment-based features for description and recognition of blurred images, Theoretical Foundations of Computer Vision, p. 5, Eds: Klette R., Kropatsek W., Solina F. (Dagstuhl, 1994) [1994]
- : Point-Based Projective Invariants, ÚTIA AV ČR (Praha, 1994) Stáhnout [1994]
- : Description and Recognition of Blurred Images by the Method of Blur Invariants, ÚTIA AV ČR (Praha, 1994) [1994]
- : Enhancement of Skylab X-ray images, Proceedings of the 5th European Southern Observatory and Space Telescope European Coordinating Facility Data Analysis Workshop, p. 2-8, Eds: Grosbol P. J., Warmels R. H., European Southern Observatory (Garching, 1993) [1993]
- : Digital Processing of Skylab X-ray Images of the Solar Corona, Computer Analysis of Images and Patterns, p. 759-765, Springer (Berlin, 1993) [1993]
- : An Experimental Study on Uniqueness of the Affine Moment Invariants, Czech Pattern Recognition Workshop '93, p. 119-125, Eds: Hlaváč V., Pajdla T., Czechoslovak Pattern Recognition Society (Praha, 1993) [1993]
- : Temporal Analysis of Aerial Data, Czech Pattern Recognition Workshop '93, p. 149-152, Eds: Hlaváč V., Pajdla T., Czechoslovak Pattern Recognition Society (Praha, 1993) [1993]
- : Digital Processing of Skylab X-ray Images of the Solar Corona, The 5th Internation Conference of Computer Analysis and Image Processing 1993, p. 759-765, Eds: Chetverikov D., Kropatch W. [1993]
- : Enhancement of Skylab X-Ray Images, Proceedings of the 5th European Southern Observatory and Space Telescope European Coordinating Facility Data Analysis Workshop, p. 2-8, Eds: Grosbol P.J., Warmels R.H. [1993]
- : Digitální zpracování snímků z videomagnetofonu. Kandidátská disertační práce, ÚTIA ČSAV (Praha, 1992) [1992]
- : Projektivní momentové invarianty, ÚTIA ČSAV (Praha, 1991) [1991]
- : Rozpoznávání objektů pomocí afinních momentových invariantů, ÚTIA ČSAV (Praha, 1991) [1991]
- : Filtrace čarových poruch, Digitální zpracování obrazu '90, p. 13-18, ČSVTS Tesla VÚST (Praha, 1990) [1990]
- : Možnosti využití videozáznamu v DPZ, ÚTIA ČSAV (Praha, 1990) [1990]
- : Algoritmus filtrace čarových poruch, ÚTIA ČSAV (Praha, 1990) [1990]
- : Rekonstrukce barev ve snímcích získaných digitalizací televizního signálu v soustavě PAL, ÚTIA ČSAV (Praha, 1990) [1990]
- : Digitální zpracování snímků z videomagnefonu, ÚTIA ČSAV (Praha, 1990) [1990]