Ing. Tomáš Suk, Ph.D. DSc.
research fellow

Department:
Department of Image Processing
Research interests:
Digital image processing, pattern recognition, image filtering, invariant features, moment and point invariants, geometric transformations of images. Applications in remote sensing, astronomy, medicine, biology and computer vision.
Biography
Publication list
Education
The Ing. degree (corresponds to M.Sc.) in Electrical engineering from the Czech Technical University, Faculty of Electrical Engineering, Department of Cybernetics, Prague, 1987.
The CSc. degree (corresponds to Ph.D.) in Computer science from the Czechoslovak Academy of Sciences, Prague, 1992.
The DSc. degree from the Czech Academy of Sciences, Prague, 2017.
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] :
- 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] :
- Moments and Moment Invariants in Pattern Recognition, Wiley & sons (Chichester, 2009) [2009] :
Journal articles
- 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] :
- Accelerated and Improved Stabilization for High Order Moments of Racah Polynomials, IEEE Access 11 1 (2023), p. 110502-110521 Download Download DOI: 10.1109/ACCESS.2023.3321969 [2023] :
- Fast Computation of Hahn Polynomials for High Order Moments, IEEE Access 10 1 (2022), p. 48719-48732 Download Download DOI: 10.1109/ACCESS.2022.3170893 [2022] :
- Non-separable rotation moment invariants, Pattern Recognition 127 Download Download DOI: 10.1016/j.patcog.2022.108607 [2022] :
- Systematic generation of moment invariant bases for 2D and 3D tensor fields, Pattern Recognition 123 Download Download 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 Download Download 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 Download Download DOI: 10.1109/TPAMI.2019.2951664 [2021] :
- 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] :
- 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 Download 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 Download DOI: 10.1109/TIP.2015.2512108 [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] :
- 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] :
- 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] :
- 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] :
- Statistical Moments of Active-Region Images During Solar Flares, Solar Physics 289 1 (2014), p. 193-209 Download 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) Download DOI: 10.1142/S0218001413540062 [2013] :
- Leaf Recognition of Woody Species in Central Europe, Biosystems Engineering 115 4 (2013), p. 444-452 Download 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 Download 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 Download DOI: 10.1016/j.patcog.2012.05.012 [2012] :
- Affine Moment Invariants Generated by Graph Method, Pattern Recognition 44 9 (2011) Download 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 Download 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 Download [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 Download [2004] :
- Combined blur and affine moment invariants and their use in pattern recognition, Pattern Recognition 36 12 (2003), p. 2895-2907 Download [2003] :
- Point-based projective invariants, Pattern Recognition 33 2 (2000), p. 251-261 Download [2000] :
- 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] :
- 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] :
- Pattern Recognition by Affine Moment Invariants, Pattern Recognition 26 1 (1993), p. 167-174 Download [1993] :
Other publications
- 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] :
- 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] :
- 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] :
- 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 Download 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 Download 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. Download 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) Download 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 Download 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 Download 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 Download 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. Download 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. Download 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 Download [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 Download 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 Download [2009] :
- Affine Moment Invariants Generated by Automated Solution of the Equations, Proceedings of the 19th International Conference on Pattern Recognition, p. 3270-3273 Download [2008] :
- The Independence of the Affine Moment Invariants, Information Optics, p. 387-396 Download [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. Download [2006] :
- Tables of Affine Moment Invariants Generated by the Graph Method, ÚTIA AV ČR (Praha, 2005) Download [2005] :
- Graph method for generating affine moment invariants, Proceedings of the 17th International Conference on Pattern Recognition. ICPR 2004, p. 192-195 Download [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) Download [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) Download [2002] :
- Features invariant simultaneously to convolution and affine transformation, Computer Analysis of Images and Patterns. Proceedings, p. 183-190, Springer (Berlin, 2001) Download [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) Download [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) Download [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) 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] :
- 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) Download [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) Download [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) Download [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) 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] :
- 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) Download [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] :