Bogusław Cyganek, PhD

AGH – University of Science and Technology

Krakow, Poland

 

 

 

 

LIST OF PUBLICATIONS

 

 

 

 

 

BOOKS

 

2002

 

[1]     Cyganek Bogusław: “Computer Processing of 3D Images”, (in Polish) Academic Publisher House EXIT (www.exit.pl), Series: Problems in Contemporary Science. Theory and Applications – Computer Science, ISBN 83-87674-34-6, Warsaw 2002.

 

2009

 

[2]     Cyganek Bogusław, Siebert J. Paul: “An Introduction to 3D Computer Vision Techniques and Algorithms”, Wiley, ISBN 978-0-470-01704-3, 2009.

[3]     Cyganek Bogusław: “Methods and Algorithms of Object Recognition in Digital Images”, AGH University of Science and Technology Press, 2009.

 

 

2013

 

[4]     Cyganek Bogusław: “Object Detection and Recognition in Digital Images. Theory and Practice”, Wiley, ISBN 978-0-470-97637-1, 2013.

 

 

PAPERS

 

1996

 

[5]     Korohoda Przemyslaw, Cyganek Bogusław: “An Adaptive Method with Tri-linear Interpolation and Scalar Quantization for Video Sequence Compression”, XIXth National Conference – Circuit Theory and Electronic Networks, Krakow-Krynica, Poland, October 23rd-26th, 1996.

[6]     Cyganek Bogusław: “3-D Block Decomposition Approach for Video Coding”, Image Processing & Communications. An International Journal, Volume 2, Number 4, 1996.

 

1997

 

[7]     Korohoda Przemyslaw, Cyganek Bogusław: “Neural Networks for Object Location from Stereo Images”, Third Conference “Neural networks and Their Applications”, Kule, Poland, October 14th-18th, 1997.

 

1999

 

[8]     Cyganek Bogusław, Korohoda Przemyslaw, Borgosz Jan: “Matching Stereo-Images with Cellular Neural Networks”, Fourth Conference “Neural Networks and Their Applications”, Zakopane, Poland, May 18th-22nd, 1999.

[9]     Cyganek Bogusław, Korohoda Przemyslaw: “Improved Neural Network for Fast Extraction of Information from Stereo-Images”, Fourth Conference “Neural Networks and Their Applications”, Zakopane, Poland, May 18th-22nd, 1999.

[10]    Cyganek Bogusław: “Neural Networks Application to The Correlation-Based Stereo-Images Matching”, Engineering Applications of Neural Networks, Proceedings of the 5th International Conference EANN ’99, Warsaw, Poland, pp. 17-22.

[11]    Korohoda Przemyslaw, Cyganek Bogusław, Jerzy Bialas, Jan Świerczek: “Acoustic Code for Scanning Visual Data”, Proceedings of the IWSSIP ’99, 6th International Workshop on Systems, Signals and Image Processing, June 2-4, 1999, Bratislava, Slovakia.

 

2001

 

[12]    Cyganek Bogusław, Borgosz Jan: “A Comparative Study of Performance and Implementation of Some Area-Based Stereo Algorithms”, in Springer Lecture Notes in Computer Science 2124, Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns CAIP'2001, September 5-7, 2001, Warsaw, Poland, pp. 709-716.

[13]    Borgosz Jan, Cyganek Bogusław: “Digital Implementation of Jitter Generator for Telecom Test Equipment”, Digital Signal Processing for Multimedia Communications and Services, EURASIP Conference: ECMCS 2001, September 11-13, 2001, Budapest, Hungary.

[14]    Cyganek Bogusław, Borgosz Jan: “An Experimental Comparison of Area-Based Stereo Algorithms”, Digital Signal Processing for Multimedia Communications and Services, EURASIP Conference: ECMCS 2001, September 11-13, 2001, Budapest, Hungary.

[15]    Borgosz Jan, Cyganek Bogusław, Korohoda Przemyslaw: “Jitter Telecom Test Equipment Based on FPGA Structure”, International Conference on Signals and Electronic Systems ICSES’2001, September 18-21, Lodz, Poland.

[16]    Borgosz Jan, Cyganek Bogusław, Korohoda Przemyslaw: “Wavelet Based Analysis Of Jitter Measurements”, International Conference on Signals and Electronic Systems ICSES’2001, September 18-21, Lodz, Poland.

[17]    Cyganek Bogusław, Borgosz Jan, Korohoda Przemyslaw: “An Experimental Estimation of Area-Based Stereo Algorithms”, International Conference on Signals and Electronic Systems ICSES’2001, September 18-21, Lodz, Poland.

[18]    Borgosz Jan, Cyganek Bogusław: “A Proposal of Jitter Analysis Based on a Wavelet Transform”, in Springer Lecture Notes in Computer Science 2251, Proceedings of the Second International Conference on Wavelet Analysis and Its Applications ICWAA01, Hong Kong Baptist University, Hong Kong, December 18-20, 2001, pp. 257-265.

 

 

2002

 

[19]    Cyganek Bogusław: “Novel Stereo Matching Method That Employs Tensor Representation of Local Neighborhood In Binary Images”, Machine Graphics & Vision, Special Issue on Stereogrammetry, 2001, pp. 289-316. (Publikacja faktycznie wydana w roku 2002. Wydrukowany na czasopiśmie numer porządkowy oraz rok 2001 wynika ze znacznego opóźnienia druku).

[20]    Cyganek Bogusław, Borgosz Jan: “A Software Platform for Evaluation of Neural Algorithms for Stereo Image Processing”, in Springer Advances in Soft Computing (ISSN 1615-3871), Sixth International Conference on Neural Networks and Soft Computing ICNNSC-2002, Zakopane, Poland, June 11-15, 2002, pp. 656-661.

[21]    Cyganek Bogusław, Borgosz Jan: “Computer Platform for Evaluation of Stereo Image Algorithms”, 4th EURASIP - IEEE Region 8 International Symposium on Video / Image Processing and Multimedia Communications VIPromCom-2002, Zadar, Croatia, 2002.

[22]    Cyganek Bogusław, Borgosz Jan: “A New Stereo Method Based on the Detector of Local Structures”, XI European Signal Processing Conference EUSIPCO-2002, September 3-6, 2002 Toulouse, France.

 

2003

 

[23]    Cyganek Bogusław, Borgosz Jan: „Computer Platform for Transformation of Visual Information into Sound Sensations for Vision Impaired Persons”, in Springer Lecture Notes in Computer Science 2626, Proceedings of the Third International Conference Computer Vision Systems ICVS 2003, April 1-3, 2003, Graz, Austria, pp. 182–191.

[24]    Borgosz Jan, Cyganek Bogusław: „An Implementation of the Wavelet Transmultiplexer System with Audio Data Compression for FPGA Devices”, Proceedings of the IEEE International Workshop on Multimedia Communications and Services MCS’03, Kielce, 23-25 April, Poland, pp. 17-21.

[25]    Cyganek Bogusław, Borgosz Jan: „Maximum Disparity Threshold Estimation for Stereo Imaging Systems via Variogram Analysis”, in Springer Lecture Notes in Computer Science 2657, pp. 591-600, Proceedings of the International Conference on Computational Science – ICCS 2003, June 2-5, 2003, St.Petersburg, Russia and Melbourne, Australia.

[26]    Cyganek Bogusław, Borgosz Jan: „An Object-Oriented Software Platform for Examination of Algorithms for Image Processing and Compression”, in Springer Lecture Notes in Computer Science 2658, pp. 713-720, Proceedings of the International Conference on Computational Science – ICCS 2003, June 2-5, 2003, St.Petersburg, Russia and Melbourne, Australia.

[27]    Cyganek Bogusław: „Combined Detector of Locally-Oriented Structures and Corners in Images Based on a Scale-Space Tensor Representation of Local Neighborhoods of Pixels”, in Springer Lecture Notes in Computer Science 2658, pp. 721-730,, Proceedings of the International Conference on Computational Science – ICCS 2003, June 2-5, 2003, St.Petersburg, Russia and Melbourne, Australia.

[28]    Borgosz Jan, Cyganek Bogusław: „Telecommunication Jitter Measurement in the Transmultiplexer Systems Method Based on the Wavelet Pattern Correlation”, in Springer Lecture Notes in Computer Science 2658, Proceedings of the International Conference on Computational Science – ICCS 2003, pp. 731-740, June 2-5, 2003, St.Petersburg, Russia and Melbourne, Australia.

[29]    Borgosz Jan, Cyganek Bogusław: “Wavelet Based Method for an Analysis of Jitter in Telecommunication Signals” in International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP, ISSN: 0219-6913), Publication of the World Scientific, No: 02-11-19, 2003, pp. 307-324

[30]    Cyganek Bogusław, Borgosz Jan: „An Improved Variogram Analysis of the Maximum Expected Disparity in Stereo Images”, in Springer Lecture Notes in Computer Science 2749, J. Bigun, T. Gustavsson (Eds.), pp. 297-303, Proceedings of the International Conference on Image Analysis – SCIA 2003, June 29-July 2, 2003, Halmstad, Sweden.

 

2004

 

[31]    Cyganek Bogusław: „Depth Recovery with an Area Based Version of the Stereo Matching Method with Scale-Space Tensor Representation of Local Neighborhoods”, Springer Lecture Notes in Computer Science 3037 (Impact Factor: 0.513), M. Bubak (Eds.) Proceedings of the International Conference on Computational Science – ICCS 2004, June 6-9, 2004, Krakow, Poland, pp. 548-551.

[32]    Borgosz Jan, Cyganek Bogusław: „Proposal of the Programming Rules for VHDL Designs”, Springer Lecture Notes in Computer Science 3037 (Impact Factor: 0.513), M. Bubak (Eds.) Proceedings of the International Conference on Computational Science – ICCS 2004, June 6-9, 2004, Krakow, Poland, pp. 507-514.

[33]    Borgosz Jan, Cyganek Bogusław: „Pseudo-Random Binary Sequences Synchronizer Based on Neural Networks”, Springer Lecture Notes in Computer Science 3045 (Impact Factor: 0.513), O. Gervasi (Eds.) Proceedings of the International Conference On Computational Science and Its Applications – ICCSA 2004, May 14 - 17, 2004, Perugia, Italy, pp. 715-721.

[34]    Cyganek Bogusław, Borgosz Jan: „Control Messaging Channel for Distributed Computer Systems”, Springer Lecture Notes in Computer Science 3046 (Impact Factor: 0.513), O. Gervasi (Eds.) Proceedings of the International Conference On Computational Science and Its Applications – ICCSA 2004, May 14 - 17, 2004, Perugia, Italy, pp. 261-270.

[35]    Cyganek Bogusław, Borgosz Jan: „Fuzzy Nonparametric Measures for Image Matching”, Springer Lecture Notes in Artificial Intelligence 3070 (Impact Factor: 0.513) (Subseries of Lecture Notes in Computer Science), L. Rutkowski et.al. (Eds.), Proceedings of the 7th International Conference on Artificial Intelligence and Soft Computing – ICAISC 2004, June 6-11, 2004, Zakopane, Poland, pp. 712-717.

[36]    Cyganek Bogusław: „Neural Computation of the Fundamental Matrix”, Springer Lecture Notes in Artificial Intelligence 3070 (Impact Factor: 0.513) (Subseries of Lecture Notes in Computer Science), L. Rutkowski et.al. (Eds.), Proceedings of the 7th International Conference on Artificial Intelligence and Soft Computing – ICAISC 2004, June 6-11, 2004, Zakopane, Poland, pp. 718-723.

[37]    Cyganek Bogusław, Borgosz Jan, Pardyka Ignacy: „Software Platform for Point Matching and Estimation of The Fundamental Matrixes”, Workshop on Multimedia Communications and Services MCS’04, 5 – 6 May 2004, Kraków, Poland, pp. 15-21.

[38]    Twardowski Tomasz, Cyganek Bogusław, Borgosz Jan: „Gradient Based Dense Stereo Matching”, Springer Lecture Notes in Computer Science 3211 (Impact Factor: 0.513), Proceedings of the International Conference on Image Analysis and Recognition – ICIAR 2004, Sept. 29th – Oct. 1st, 2004, Porto, Portugal, pp. 721-728.

[39]    Cyganek Bogusław: “Comparison of Nonparametric Transformations and Bit Vector Matching for Stereo Correlation” the Springer Lecture Notes in Computer Science 3322 (Impact Factor: 0.513), IWCIA - Tenth International Workshop on Combinatorial Image Analysis Organized by the University of Auckland - 1-3 December 2004, Auckland, New Zealand, pp. 534-547.

[40]    Cyganek Bogusław: “Software Loading and Upgrading System for Embedded Platforms”. First International Conference on Embedded Software and Systems, Zhejiang University, Hangzhou, China, December 9-10, 2004.

 

 

2005

 

[41]    Cyganek Bogusław: “Adaptive Window Growing Technique for Efficient Image Matching” in the Springer Lecture Notes in Computer Science, LNCS 3522 (Impact Factor: 0.402), Proceedings of the 2nd Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA 2005, 7-9 June 2005, Estoril, Portugal, 2005, pp. 308-315.

[42]    Cyganek Bogusław: “Machine Efficient Adaptive Image Matching Based on the Nonparametric Transformations” in the Springer Lecture Notes in Computer Science, LNCS 3514 (Impact Factor: 0.402), International Conference on Computational Science, Atlanta, USA, 2005, pp. 757 – 765.

[43]    Cyganek Bogusław: “Artificial Neural Receptive Field for Stereovision” the Springer Lecture Notes in Computer Science, LNCS 3696 (Impact Factor: 0.402), ICANN 05 – International Conference on Artificial Neural Networks, Warszawa, Poland, 2005, pp. 439-445.

[44]    Cyganek Bogusław: “Object Detection in Multi-Channel and Multi-Scale Images Based on the Structural Tensor” in the Springer Lecture Notes in Computer Science, LNCS 3691 (Impact Factor: 0.402). Proceedings of the 11th International Conference on Computer Analysis of Images and Patterns – CAIP2005, Rocquencourt, France, 2005, pp. 570-578.

[45]    Cyganek Bogusław: “Object-Oriented Software Loading and Upgrading Techniques for Embedded and Distributed System” in Z. Wu et al. (Eds.): Lecture Notes in Computer Science, LNCS 3605 (Impact Factor: 0.402). Springer-Verlag Berlin Heidelberg, 2005, pp. 595-600.

 

 

2006

 

 

[46]    Cyganek Bogusław: “Recognition of Road Signs with Mixture of Neural Networks and Arbitration Modules”. The Third International Symposium on Neural Networks, Chengdu, China, May 29-31, 2006. In Lecture Notes in Computer Science, LNCS 3973  (Lista filadelfijska), Springer-Verlag Berlin Heidelberg, 2006, pp. 52 – 57.

[47]    Cyganek, Bogusław, Socha Łukasz.: “Comparison Of Matching Strategies For Colour Images”. The First International Conference on Computer Vision Theory and Applications – VISAPP 2006, Setúbal, Portugal, pp. 364-369.

[48]    Cyganek Bogusław: “Matching of the Multi-channel Images with Improved Nonparametric Transformations and Weighted Binary Distance Measures”. The International Workshop on Combinatorial Image Analysis, Berlin, Germany, 19-21 June 2006. In Lecture Notes in Computer Science, LNCS 4040  (Lista filadelfijska). Springer-Verlag Berlin Heidelberg, 2006, pp. 74 – 88.

[49]    Cyganek Bogusław: “Committee Machine for Road-Signs Classification” The Eight International Conference on Artificial Intelligence and Soft Computing, Zakopane, Poland 25-29 June, 2006. In Lecture Notes in Artificial Intelligence, LNAI 4029  (Lista filadelfijska), Springer-Verlag Berlin Heidelberg, 2006, pp. 583 – 592.

[50]    Cyganek Bogusław: “Computational Framework for Family of Order Statistic Filters for Tensor Valued Data”. The International Conference on Image Analysis and Recognition, Póvoa de Varzim, Portugal, 18-20 September 2006. In Lecture Notes in Computer Science, LNCS 4141  (Lista filadelfijska), Springer-Verlag Berlin Heidelberg, 2006, pp. 156 – 162.

[51]    Cyganek Bogusław: “Rotation Invariant Recognition of Road Signs with Ensemble of 1-NN Neural Classifiers”. ICANN 06 – International Conference on Artificial Neural Networks, Athens, Greece, 10-14 September 2006. In Lecture Notes in Computer Science, LNCS 4132  (Lista filadelfijska), Springer-Verlag Berlin Heidelberg, 2006, pp. 558 – 567.

[52]    Cyganek Bogusław: “Unsupervised Scale-Space Texture Detector in Multi-Channel Images Based on the Structural Tensorthe International Conference on Computer Vision and Graphics 2004, September 22-24, 2004, Warsaw, Poland, in the Springer book series COMPUTATIONAL IMAGING AND VISION, Vol. 32, 2006, pp. 413–419.

 

 

2007

 

[53]    Cyganek Bogusław: “Hardware-Software System for Acceleration of Image Processing Operations”. The International Conference on Computer Vision and Graphics 2006, September 25-27, 2006, Warsaw, Poland.  Published in the Machine Graphics & Vision, Vol. 15, No. 3/4, 2006 (publication in 2007), pp. 329-337.

[54]    Cyganek Bogusław: “Circular Road Signs Recognition with Affine Moment Invariants and the Probabilistic Neural Classifier”. ICANNGA – The International Conference on Adaptive and Natural Computer Algorithms, 11-14 April 2007, Warsaw, Poland. In Lecture Notes in Computer Science, LNCS 4432, Springer-Verlag Berlin Heidelberg, 2007, pp. 508-516.

[55]    Cyganek Bogusław: “Road Signs Recognition by the Scale-Space Template Matching in the Log-Polar Domain”. IbPRIA - the Iberian Conference on Pattern Recognition and Image Analysis, June 6-8, 2007, Girona, Spain. In Lecture Notes in Computer Science, LNCS 4477, Springer-Verlag Berlin Heidelberg, 2007, pp. 330-337.

[56]    Cyganek Bogusław: “Soft System for Road Sign Detection”. IFSA – Theory and Applications of Fuzzy Logic and Soft Computing, 18-21 June 2007, Cancun, Mexico. Analysis and Design of Intelligent Systems Using Soft Computing Techniques. Advances in Soft Computing 41, Springer-Verlag Berlin Heidelberg, 2007, pp. 316-326.

[57]    Cyganek Bogusław: “The Object-Oriented Protocol for Data Exchange and Control in Computational-Diverse Embedded Systems”. The International Conference on Embedded Systems and Software ICESS-07, Daegu, Korea, May 14-16, 2007. In Lecture Notes in Computer Science, LNCS 4523, Springer-Verlag Berlin Heidelberg, 2007, pp. 761-773.

[58]    Cyganek Bogusław: “Circular Road Signs Recognition with Soft Classifiers”. Integrated Computer-Aided Engineering, IOS Press, (ISSN 1069-2509, Impact Factor = 0.113), Volume 14, Number 4 / 2007, pp. 323 - 343.

[59]    Cyganek Bogusław: “Real-Time Detection of the Triangular and Rectangular Shape Road Signs”. The Advanced Concepts for Intelligent Vision Systems, Delft University, Delft, the Netherlands, August 28-31, 2007, Lecture Notes in Computer Science, LNCS 4678, Springer-Verlag Berlin Heidelberg, 2007, pp. 744-755.

 

2008

 

[60]    Cyganek Bogusław: “An Algorithm for Computation of the Scene Geometry by the Log-Polar Area Matching Around Salient Points”. V. Geffert et al. (Eds.): SOFSEM 2008, Lecture Notes in Computer Science, LNCS 4910, Springer-Verlag Berlin Heidelberg, 2008, pp. 222–233.

[61]    Cyganek Bogusław: “Road-Signs Recognition System for Intelligent Vehicles”. 2nd Workshop "Robot Vision", Auckland, New Zealand, Lecture Notes in Computer Science, LNCS 4931, Springer-Verlag Berlin Heidelberg, 2008, pp. 219-233.

[62]    Cyganek Bogusław: “Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm”. L. Rutkowski et al. (Eds.): ICAISC 2008, Lecture Notes in Artificial Intelligence (subseries of LNCS) LNCS 5097, Springer-Verlag Berlin Heidelberg,  2008, pp. 217–228.

[63]    Cyganek Bogusław: “Intelligent System for Traffic Signs Recognition in Moving Vehicles”. The Twenty First International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2008, Lecture Notes in Artificial Intelligence (subseries of LNCS) LNCS 5027, Springer-Verlag Berlin Heidelberg, 2008, pp. 139-148.

[64]    Cyganek Bogusław: “Real-Time Differentiation of the Multi-Dimensional Sampled Functions” in New Aspects of Signal Processing and Wavelets, Proceedings of the 7th WSEAS International Conference on SIGNAL PROCESSING (SIP '08), Istanbul, Turkey, May 27-30, 2008, pp. 93-98.

[65]    Cyganek Bogusław: “Neuro-Fuzzy System for Road Signs Recognition”. 18th International Conference on Artificial Neural Networks, 3-6 September 2008, Czech Republic, LNCS 5163, Springer-Verlag Berlin Heidelberg, 2008, pp. 503–512.

[66]    Cyganek Bogusław: “A Real-Time Vision System for Traffic Signs Recognition Invariant to Translation, Rotation and Scale”. ACIVS 2008, France, LNCS 5259, Springer-Verlag Berlin Heidelberg, 2008, pp. 278–289.

[67]    Cyganek Bogusław: “Color Image Segmentation With Support Vector Machines: Applications To Road Signs Detection”. International Journal of Neural Systems, Vol. 18, No. 4, World Scientific Publishing Company, (ISSN 0129-0657, Impact Factor = 0.901), 2008, pp. 339–345.

 

 

2009

 

[68]    Cyganek Bogusław: “Architecture of an Integrated Software-Hardware System for Accelerated Image Processing”. The International Conference on Computer Vision & Graphics ICCVG 2008, Warszawa. LNCS 5337, Springer-Verlag Berlin Heidelberg, 2009, pp. 1–13.

[69]    Cyganek Bogusław: “Recognition of Solid Objects in Images Invariant to Conformal Transformations”. The International Conference on Computer Recognition Systems CORES’09 3, AISC 57, Springer-Verlag Berlin Heidelberg, 2009, pp. 247–255.

[70]    Cyganek Bogusław: “Framework for Object Tracking with Support Vector Machines, Structural Tensor and the Mean Shift Method”. ICONIP 2009: 16th International Conference on Neural Information Processing, Bangkok, Thailand, December 1-5, 2009. C.S. Leung, M. Lee, and J.H. Chan (Eds.):, Part I, LNCS 5863, 2009, pp. 399-408.

[71]    Cyganek Bogusław: “Rozpoznawanie obiektów w obrazach z wykorzystaniem histogramów fazowych w morfologicznej przestrzeni skal”. Kierunki działalności i współpraca naukowa Wydziału Elektrotechniki, Automatyki, Informatyki i Elektroniki : materiały konferencji zorganizowanej z okazji Jubileuszu 90-lecia AGH : Kraków, 28–29 maja 2009 / komitet red. Wojciech Mitkowski, Adam Piłat. — Kraków : AGH WEAIiE, 2009, pp. 101–104.

 

 

2010

 

[72]    Cyganek Bogusław: “Image Segmentation with a Hybrid Ensemble of One-Class Support Vector Machines”. The International Conference on Hybrid Artificial Intelligence Systems, San Sebastian, Spain, M. Graña Romay et al. (Eds.): HAIS 2010, Part I, LNAI 6076, Springer-Verlag Berlin Heidelberg 2010, pp. 256–263.

[73]    Cyganek Bogusław, Malisz Piotr: “Dental Implant Examination Based on the Log-Polar Matching of the Maxillary Radiograph Images in the Anisotropic Scale Space”. IEEE Engineering in Medicine and Biology Conference, EMBC 2010, Buenos Aires, Argentina, 2010, pp. 3093-3096.

[74]    Cyganek Bogusław: “Traffic Scene Segmentation and Robust Filtering for Road Signs Recognition”. The International Conference on Computer Vision & Graphics L. Bolc et al. (Eds.): ICCVG 2010, Part I, LNCS 6374, 2010. Springer-Verlag Berlin Heidelberg 2010, pp. 292–299.

[75]    Cyganek Bogusław: “Software Framework for Efficient Tensor Representation and Decompositions for Pattern Recognition in Computer Vision”. The IP&C 2010 Conference 20-23 October 2010, Bydgoszcz, Poland, Advances  in Soft Computing Series “Image Processing & Communications Challenges II”, Springer-Verlag, 2010, pp. 185–192.

[76]    Cyganek Bogusław: “An Analysis of the Road Signs Classification Based on the Higher-Order Singular Value Decomposition of the Deformable Pattern Tensors”, Advanced Concepts for Intelligent Vision Systems Acivs 2010, LNCS 6475 Springer-Verlag Berlin Heidelberg 2010, pp. 191–202.

[77]    Cyganek Bogusław: "A Software Framework for Tensor Representation and Decopositions for Object Recognition", Image Processing & Communications, Vol. 15, No. 2, 2010, pp. 5-16.

 

 

2011

 

[78]    Cyganek Bogusław, Gruszczyński Sławomir: “Visual System for Drivers' Eye Recognition”. The International Conference on Hybrid Artificial Intelligence Systems, E. Corchado, M. Kurzyński, M. Woźniak (Eds.): HAIS 2011, Part I, LNAI 6678, Springer, Heidelberg, 2011, pp. 436-443.

[79]    Cyganek Bogusław, Wielgosz Maciej, Wiatr Kazimierz: "FPGA based real-time image segmentation with the ensemble of one-class support vector machines". KU KDM 2011, Fourth ACC Cyfronet AGH users' conference. Zakopane, March 09-11, 2011. ACK Cyfronet AGH, ISBN 978-83-61-433-04-0. pp. 33–35, 2011.

[80]    Cyganek Bogusław: Object Recognition with the HOSVD of the Multi-Model Space-Variant Pattern Tensors, 14th International Conference on Computer Analysis of Images and Patterns CAIP 2011, Seville, Spain, LNCS 6854, Springer-Verlag Berlin Heidelberg, pp. 435–442, 2011.

[81]    Frączek Rafał, Cyganek Bogusław: Evaluation of image descriptors for retrieval of similar images. Intelligent Tools for Building a Scientific Information Platform. Springer Studies in Computational Intelligence, 2012, Volume 390/2012, pp. 217-226, DOI: 10.1007/978-3-642-24809-2_13, 2011.

[82]    Cyganek Bogusław, Wiatr Kazimierz: Image Contents Annotations with the Ensemble of One-Class Support Vector Machines. International Conference on Neural Computation Theory and Applications, 24-26 October, Paris, France, 2011.

[83]    Cyganek Bogusław: Adding Parallelism to the Hybrid Image Processing Library in Multi-Threading and Multi-Core Systems. 2nd IEEE International Conference on Networked Embedded Systems for Enterprise Applications (NESEA 2011), Perth, Australia, 2011.

[84]    Cyganek Bogusław, Socha Katarzyna: Computationally Efficient Methods of Approximations of the S-Shape Functions for Image Processing and Computer Graphics Tasks. An International Journal of Image Processing & Communications, Vol. 16, No. 1-2, pp. 29-42, 2011.

 

 

2012

 

[85]    Cyganek Bogusław: Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition. HAIS 2012, Salamanca, Springer, Part II, LNCS 7209, pp. 578–589, 2012.

[86]    Cyganek Bogusław: One-Class Support Vector Ensembles for Image Segmentation and Classification. Journal of Mathematical Imaging & Vision, Vol. 42, No. 2-3, Springer (IF=1.244), pp. 103–117, 2012.

[87]    Bugaj Marcin, Cyganek Bogusław: GPU Based Computation of the Structural Tensor for Real-Time Figure Detection. 20th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG’12), Czech Republic, 2012.

[88]    Cyganek Bogusław: A Framework for Data Representation, Processing, and Dimensionality Reduction with the Best-Rank Tensor Decomposition. Proceedings of the ITI 2012 34th International Conference Information Technology Interfaces, June 25-28, 2012, Cavtat, Croatia, pp. , 2012.

[89]    Cyganek Bogusław, Socha Katarzyna: A Multi-Tool for Ground-Truth Stereo Correspondence, Object Outlining and Points-of-Interest Selection. VIGTA, First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, Capri, Italy, May 21-25, pp. , 2012.

[90]    Michał Grega, Seweryn Łach, Bogusław Cyganek: INSTREET – application for urban photograph localization. Multimedia communications, services and security : 5th international conference, MCSS 2012 : Krakow, Poland, May 31–June 1, 2012 : proceedings / eds. Andrzej Dziech, Andrzej Czyżewski. — Berlin ; Heidelberg : Springer-Verlag, Communications in Computer and Information Science, pp. 130–138, 2012.

[91]    Cyganek Bogusław: Embedding of the Extended Euclidean Distance into Pattern Recognition with Higher-Order Singular Value Decomposition of Prototype Tensors. IFIP International Federation for Information Processing 2012, Venice, Italy CISIM 2012, A. Cortesi et al. (Eds.):, Springer, Lecture Notes in Computer Science LNCS 7564, pp. 180–190, 2012.

[92]    Cyganek Bogusław, Woźniak Michał: Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor. N.-T. Nguyen et al. (Eds.): ICCCI 2012, Part I, LNAI 7653, pp. 104–113, 2012.

 

 

2013

 

[93]    Cyganek Bogusław, Wiatr Kazimierz: Design of parallel architectures of classifiers suitable for intensive data processing. The Fifth International Conference on Resource Intensive Applications and Services INTENSIVE 2013, March 24 - 29, 2013 - Lisbon, Portugal, 2013.

[94]    Rafał Frączek, Bogusław Cyganek, Kazimierz Wiatr: Parallelized algorithms for finding similar images and object recognition. Computer Science : rocznik Akademii Górniczo-Hutniczej, vol. 14 no. 1, pp. 113–127, 2013.

[95]    Cyganek Bogusław: Wprowadzenie do pomiaru głębi obrazu za pomocą stereoskopowego układu kamer — An introduction to scene depth measurement with stereoscopic set of cameras. Przegląd Spawalnictwa / Stowarzyszenie Inżynierów i Techników Mechaników Polskich, pp. 38–43, 2013.

[96]    Cyganek Bogusław, Gruszczyński Sławomir: Eye Recognition in Near-Infrared Images for Driver's Drowsiness Monitoring. 2013 IEEE Intelligent Vehicles Symposium (IV) June 23-26, 2013, Gold Coast, Australia, pp. 397-402, 2013.

[97]    Cyganek Bogusław, Woźniak Michał: Framework for image analysis and object recognition in industrial applications with the ensemble of classifiers. ETFA'2013 Proceedings of 18 IEEE international conference on Emerging Technologies and Factory Automation, pp. 1-4, September 10–13, 2013, Cagliari, Italy.

[98]    Cyganek Bogusław: Pattern recognition framework based on the best rank-(R1,R2,...,RK) tensor approximation. Computational vision and medical image processing IV: Proceedings of VipIMAGE 2013 – IV ECCOMAS thematic conference on Computational vision and medical image processing, pp. 301–306, Funchal, Portugal, 14–16 October 2013.

 

 

2014

 

[99]    Cyganek Bogusław, Gruszczyński Sławomir: Hybrid computer vision system for drivers' eye recognition and fatigue monitoring. Neurocomputing (5-Year Impact Factor: 1.811 - from: http://www.journals.elsevier.com/neurocomputing/), Volume 126, pp. 78–94, 2014.

[100]  Krawczyk Bartosz, Woźniak Michał, Cyganek Bogusław: Clustering-based ensembles for one-class classification. Information Sciences, Elsevier, Vol. 264, pp. 182–195, 2014.

[101]  Cyganek Bogusław, Socha Katarzyna: Novel parallel algorithm for object recognition with the ensemble of classifiers based on the higher-order singular value decomposition of prototype pattern tensors. Proceedings of the VISIGRAPP 2014. Lisbon, 5–9 January, 2014.

[102]  Cyganek Bogusław, Woźniak Michał: Vehicle Logo Recognition with an Ensemble of Classifiers. N.T. Nguyen et al (Eds.): Intelligent Information and Database Systems 6th Asian Conference, ACIIDS 2014, Bangkok, Thailand, April 7-9, 2014, Proceedings, Part II, pp. 117–126, 2014.

[103]  Cyganek Bogusław: Object Recognition with the Higher-Order Singular Value Decomposition of the Multi-Dimensional Prototype Tensors, 3rd Computer Science On-line Conference (CSOC 2014), April 28-30, 2014. Advances in Intelligent Systems and Computing, Springer, pp. 395-405, 2014.

[104]  Woźniak Michał, Cal Piotr, Cyganek Bogusław: The Influence of a Classifiers’ Diversity on the Quality of Weighted Aging Ensemble N.T. Nguyen et al (Eds.): Intelligent Information and Database Systems 6th Asian Conference, ACIIDS 2014, Bangkok, Thailand, April 7-9, 2014, Proceedings, Part II, pp. 90-99, 2014.

[105]  Krawczyk Bartosz, Woźniak Michał, Cyganek Bogusław: Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation. Hybrid Artificial Intelligence Systems. Lecture Notes in Computer Science Volume 8480, pp. 678-688, 2014.

[106]  Ryszard Jastrzębski, Bogusław CYGANEK, Jarosław Przytuła, Ilona Jastrzębska, Kordian Szczyrbak: Teoria wyszkolenia fizycznego spawaczy i lutowaczy gazowych kluczem do kopiowania ruchów spawacza na ruchy robota — [Theory of training of gas welders and solders as a key to copy welders motion into robots motion]. Dozór Techniczny ; ISSN 0209-1763. — 2014 nr 4–5, s. 74–82.

[107]  Krawczyk Bartosz, Cyganek Bogusław: Determining the Number of Competence Areas for One-Class Classification Ensembles. Pattern Analysis and Applications, Springer, (on-line) November 2014.

[108]  Bartosz Krawczyk, Michał Woźniak, Bogusław CYGANEK: Weighted one-class classifier ensemble based on fuzzy feature space partitioning, ICPR 2014 22nd International Conference on Pattern Recognition, 24–28 August 2014, Stockholm, Sweden. s. 2838–2843, 2014.

 

2015

 

[109]  Jackowski Konrad, Cyganek Bogusław: A Learning Based Color Image Segmentation with Extended and Compact Structural Tensor Feature Representation. Pattern Analysis and Applications, Springer, (on-line) January 2015.

[110]  Cyganek Bogusław, Woźniak Michał: An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition. New Generation Computing, Springer, Volume 33, Issue 4, pp 389-408, 2015.

[111]  Cyganek Bogusław: Visual Pattern Recognition Framework Based on the Best Rank Tensor Decomposition in Developments in Medical Image Processing and Computational Vision,  Lecture Notes in Computational Vision and Biomechanics, Springer, Vol. 19,  2015, pp. 89-103, 2015.

[112]  Cyganek Bogusław: Hybrid ensemble of classifiers for logo and trademark symbols recognition. Soft Computing, Springer (DOI 10.1007/s00500-014-1323-8) (Accepted), ISSN 1432-7643. — 2015 vol. 19 iss. 12, s. 3413–3430, 2015.

[113]  Cyganek Bogusław, Krawczyk Bartosz, Woźniak Michał: Multidimensional Data Classification with Chordal Distance Based Kernel and Support Vector Machines. Engineering Applications of Artificial Intelligence, Elsevier, ISSN 0952-1976, Vol. 46, Part A, pp. 10–22, November 2015.

 

2016

 

[114]  Cyganek Bogusław: Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers’ Drowsiness Control. R. Burduk et al. (eds.), Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Advances in Intelligent Systems and Computing 403, DOI 10.1007/978-3-319-26227-7_45, 2015.

[115]  Michał Woźniak, Bogusław CYGANEK: Classifier Using Context, Workshop on Computational Aspects of Pattern Recognition and Computer Vision CAPR&CV, under the framework of the International Conference on Data Mining and Big Data (IC-DMBD’2016), Bali Indonezja, 2016.

[116]  Bogusław CYGANEK, Michał Woźniak: Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces, Workshop on Computational Aspects of Pattern Recognition and Computer Vision CAPR&CV, under the framework of the International Conference on Data Mining and Big Data (IC-DMBD’2016), Bali Indonezja, 2016.

[117]  Koziarski Michał, Cyganek Bogusław: Examination of the Deep Neural Networks in Classication of Distorted Signals, Proceedings of the 16th International Conference on Artificial Intelligence and Soft Computing ICAISC, Artificial Intelligence and Soft Computing Vol. 9693 of the series Lecture Notes in Computer Science pp. 680-688, 2016.

[118]  Cyganek Bogusław, Jankowski Dariusz, Woźniak Michał: Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions, The 11th International Conference on Hybrid Artificial Intelligence Systems will be held in Seville, Spain, in 18th-20th April of 2016 HAIS, (Engine), 2016.

[119]  Bogusław CYGANEK, Michał Woźniak, Dariusz Jankowski: Ensemble of HOSVD generated tensor subspace classifiers with optimal tensor flattening directions. HAIS 2016 11th international conference on Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence LNAI 9648, pp. 570–571, 2016.

[120]  Bogusław CYGANEK, Michał Woźniak: On robust computation of tensor classifiers based on the higher-order singular value decomposition. The 5th Computer Science On-line Conference on Software Engineering Perspectives and Application in Intelligent Systems 2016 (CSOC2016). Springer, Advances in Intelligent Systems and Computing Vol. 465, pp. 193–201, 2016.

[121]  Woźniak Michał, Cyganek Bogusław, Kasprzak Andrzej, Ksieniewicz Paweł, Walkowiak Krzysztof: Active learning classifier for streaming data. HAIS 2016 11th international conference on Hybrid Artificial Intelligent Systems, Springer, Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence LNAI 9648, pp. 186–197, 2016.

[122]  Michal Wozniak, Pawel Ksieniewicz, Bogusław Cyganek, Andrzej Kasprzak and Krzysztof Walkowiak, Active Learning Classification of Drifted Streaming Data International Conference on Computational Science, Nonstationary Models of Pattern Recognition and Classifier Combinations – NMRPC 2016, San Diego, California, U.S.A., 6-8 June, 2016 ICCS San Diego, (Engine), 2016.

[123]  Dariusz Jankowski, Konrad Jackowski and Bogusław Cyganek: Learning Decision Trees from Data Streams with Concept Drift, International Conference on Computational Science, Nonstationary Models of Pattern Recognition and Classifier Combinations – NMRPC 2016, San Diego, California, U.S.A., 6-8 June, 2016 ICCS San Diego, (Engine), 2016.

[124]  Cyganek Bogusław, Woźniak Michał: Efficient Computation of the Tensor Chordal Kernel, International Conference on Computational Science, Nonstationary Models of Pattern Recognition and Classifier Combinations – NMRPC 2016, San Diego, California, U.S.A., 6-8 June, 2016 ICCS San Diego, (Engine), 2016.

[125]  Kusnik Damian, Bogdan Smołka, Bogusław CYGANEK: Application of the local similarity filter for the suppression of multiplicative noise in medical ultrasound images. Real-time image and video processing 2016, eds. Nasser Kehtarnavaz, Matthias F. Carlsohn. Proceedings of SPIE / The International Society for Optical Engineering ; ISSN 0277-786X, Vol. 9897, 2016.

[126]  Bogusław CYGANEK, Bogdan Smołka: Real-time framework for tensor based image enhancement for object classification. Real-time image and video processing 2016, eds. Nasser Kehtarnavaz, Matthias F. Carlsohn. Proceedings of SPIE, The International Society for Optical Engineering ; ISSN 0277-786X, Vol. 9897, 2016.

 

2017

 

[127]  Bogusław CYGANEK, Michał Woźniak: On Efficient Computation of Tensor Subspace Kernels for Multi-Dimensional Data, Accepted to the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP, February 28th – March 3rd, Porto, Portugal, 2017.