Mariusz Paradowski, Ph.D., Eng.

Assistant Professor at

Department of Computational Intelligence

Wroclaw University of Technology, Poland

AI lab at Summer School 2015

Publications

Journal articles and book chapters

  1. Paradowski Mariusz. On Order Equivalence Relation of Binary Association Measures. International Journal of Applied Mathematics and Computer Science (AMCS), will appear in 2015, vol. 25, no. 3.
  2. Kamola Grzegorz, Spytkowski Michal, Paradowski Mariusz, Markowska-Kaczmar Urszula. Image-based logical document structure recognition. Pattern Analysis and Applications. 2014, pp. 1-15.
  3. Paradowski Mariusz, Durak Mariusz, Broda Bartosz. Bag of Words - quality issues of near-duplicate image retrieval. Machine Graphics and Vision, vol. 23, 2014. pp. 83-96.
  4. Sluzek Andrzej, Paradowski Mariusz. Visual similarity issues in face recognition. International Journal of Biometrics. 2012, vol. 4, no. 1, pp. 22-37.
  5. Paradowski Mariusz, Sluzek Andrzej. Local keypoints and global affine geometry : triangles and ellipses for image fragment matching. Innovations in intelligent image analysis / Halina Kwasnicka and Lakhmi C. Jain (eds.). Berlin ; Heidelberg : Springer, cop. 2011. pp. 195-224.
  6. Kwasnicka Halina, Paradowski Mariusz. Machine learning methods in automatic image annotation. Advances in machine learning II / Jacek Koronacki [i in.] (eds.). Berlin ; Heidelberg : Springer, cop. 2010. pp. 387-411.
  7. Markowska-Kaczmar Urszula, Kwasnicka Halina, Paradowski Mariusz. Intelligent techniques in personalization of learning in e-learning systems. Computational intelligence for technology enhanced learning / Fatos Xhafa [i in.] (eds.). Berlin ; Heidelberg : Springer, cop. 2010. pp. 1-23.
  8. Paradowski Mariusz, Kwasnicka Halina. Improved resulted word counts optimizer for automatic image annotation problem. Fundamenta Informaticae. 2009, vol. 96, no. 4, pp. 435-463
  9. Kwasnicka Halina, Paradowski Mariusz. Resulted word counts optimization - a new approach for better automatic image annotation. Pattern Recognition. 2008, vol. 41, no. 12, pp. 3562-3571
  10. Czarnecka Anna, Sasiadek Marek J., Hudyma Elzbieta, Kwasnicka Halina, Paradowski Mariusz, Filarski Jacek. Correlation of volumetric and fractal measurements of brain atrophy with neuropsychological tests in patients with dementive disorders. Polish Journal of Radiology. 2008, R. 73, no. 4, pp. 16-20
  11. Kwasnicka Halina, Paradowski Mariusz. Fast image auto-annotation with discretized feature distance measures. Machine Graphics and Vision. 2006, vol. 15, no. 2, pp. 123-140

Conference papers

  1. Sluzek Andrzej. Paradowski Mariusz T. Detection of near-duplicate patches in random images using keypoint-based features. Advanced Concepts for Intelligent Vision Systems : 14th International Conference, ACIVS 2012, Brno, Czech Republic, September 4-7, 2012 : proceedings / Jacques Blanc-Talon [i in.] (eds.). Berlin ; Heidelberg : Springer, cop. 2012. s. 301-312.
  2. Sluzek Andrzej. Paradowski Mariusz T. Is visual similarity sufficient for semantic object recognition? Proceedings of the Federated Conference on Computer Science and Information Systems : September 9-12, 2012, Wroclaw, Poland / M. Ganzha, L. Maciaszek, M. Paprzycki (eds.). Los Alamitos, Ca. : IEEE Computer Society Press ; Warsaw : Polskie Towarzystwo Informatyczne, 2012. s. 167-173.
  3. Kwasnicka Halina. Paradowski Mariusz T. Stanek Michal. Spytkowski Michal. Sluzek Andrzej. Image similarities on the basis of visual content : an attempt to bridge the semantic gap. Intelligent information and database systems : Third International Conference, ACIIDS 2011, Daegu, Korea, April 20-22, 2011 : proceedings. Pt. 1 / Ngoc Thanh Nguyen, Chong-Gun Kim, Adam Janiak (eds.). Berlin ; Heidelberg : Springer, cop. 2011. s. 14-26.
  4. Paradowski Mariusz T. Sluzek Andrzej. A Semi-local topological constraint for efficient detection of near-duplicate image fragments. Computer recognition systems 4 / Robert Burduk [i in.] (eds.). Berlin ; Heidelberg : Springer, cop. 2011. s. 403-410.
  5. Paradowski Mariusz T. Sluzek Andrzej. Automatic image annotation by image fragment matching. Proceedings of the Federated Conference on Computer Science and Information Systems, September 18-21, 2011, Szczecin, Poland / M. Ganzha, L. Maciaszek, M. Paprzycki (eds.). Los Alamitos, Ca. : IEEE Computer Society Press ; [Katowice] : Polskie Towarzystwo Informatyczne. Oddział Gornoslaski, 2011. s. 83-89.
  6. Sluzek Andrzej. Paradowski Mariusz T. Assessment of visibility quality in adverse weather and illumination conditions. Pattern Recognition : 33rd DAGM Symposium Frankfurt/Main, Germany, August 31 – September 2, 2011 : proceedings / Rudolf Mester Michael Felsberg (eds.) Berlin ; Heidelberg : Springer, cop. 2011. s. 216-225.
  7. Sluzek Andrzej. Paradowski Mariusz T. Improved credibility of keypoint matching by using co-affine pairs of ellipses. Image processing and communications challenges 3 / Ryszard S. Choras (ed.). Berlin ; Heidelberg : Springer, cop. 2011. s. 67-75.
  8. Paradowski Mariusz T. Sluzek Andrzej. Detection of image fragments related by affine transforms : matching triangles and ellipses. Proceedings of the International Conference on Information Science and Applications, ICISA 2010, April 21-23, 2010, Seoul, Korea. Vol. 1. Piscataway, NJ : IEEE, cop. 2010. s. 189-196.
  9. Paradowski Mariusz T. Spatial wise image co-clustering - a new approach for image pair segmentation. Second International Conference on Digital Image Processing, 26-28 February 2010, Singapore / eds. Kamaruzaman Jusoff, Yi Xie. Bellingham, Wash. : SPIE, cop. 2010. s. 75460O-1-75460O-7.
  10. Paradowski Mariusz T. Sluzek Andrzej. Keypoint-based detection of near-duplicate image fragments using image geometry and topology. Lecture Notes in Computer Science. 2010, vol. 6375, pp. 175-182.
  11. Paradowski Mariusz T. Sluzek Andrzej. Automatic visual object formation using image fragment matching. Proceedings of the International Multiconference on Computer Science and Information Technology, Wisla, Poland, October 18-20, 2010. [Katowice : Polskie Towarzystwo Informatyczne. Oddzial Gornoslaski, 2010]. pp. 97-104.
  12. Sluzek Andrzej. Paradowski Mariusz T. Duanduan Yang. Islam Md Saiful. Farahzadeh Elahe. Novel results in detection, analysis and classification of information in visual data. Proceedings of the Ninth International Conference of Information and Management Sciences, Urumchi, China, August 11-19, 2010 / ed. by Wlodzislaw Duch, Xiande Zhao, Jinwu Gao. [San Luis Obispo : California Polytechnic State University], 2010. pp. 227-234.
  13. Sluzek Andrzej. Duanduan Yang. Paradowski Mariusz T. Beyond keypoints : novel techniques for content-based image matching and retrieval. Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence. 2010, vol. 6113, pp. 555-562.
  14. Sluzek Andrzej. Paradowski Mariusz T. A vision-based technique for assisting visually impaired people and autonomous agents. 3rd International Conference on Human System Interaction, HSI 2010, May 13-15, 2010, Rzeszów, Poland : conference proceedings / ed. by Tomasz Pardela, Bogdan Wilamowski. [Piscataway, NJ] : IEEE, cop. 2010. pp. 653-660.
  15. Broda Bartosz H. Kwasnicka Halina. Paradowski Mariusz T. Stanek Michal. MAGMA : efficient method for image annotation in low dimensional feature space based on Multivariate Gaussian Models. Proceedings of the International Multiconference on Computer Science and Information Technology, Mragowo, Poland, October 12-14, 2009 / M. Ganzha, M. Paprzycki (eds). Katowice : Polskie Towarzystwo Informatyczne. Oddzial Gornoslaski, 2009. pp. 131-138.
  16. Kwasnicka Halina. Paradowski Mariusz T. A framework for clinical decision support systems - combining knowledge gathered from data, images and experts. Fourth International Conference on Intelligent Computing and Information Systems], ICICIS 2009, Cairo, Egypt, March 19-22, 2009. Cairo : Faculty of Computer and Information Sciences. Ain Shams University, [2009]. pp. 49-55.
  17. Paradowski Mariusz T. Kwasnicka Halina. Borysewicz Krzysztof. Capillary blood vessel tortuosity measurement using graph analysis. Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence. 2009, vol. 5712, pp. 135-142.
  18. Paradowski Mariusz T. Markowska-Kaczmar Urszula. Kwasnicka Halina. Borysewicz Krzysztof. Capillary abnormalities detection using vessel thickness and curvature analysis. Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence. 2009, vol. 5712, pp. 151-158.
  19. Paradowski Mariusz T. Kwasnicka Halina. Borysewicz Krzysztof. Avascular area detection in nailfold capillary images. Proceedings of the International Multiconference on Computer Science and Information Technology, Mragowo, Poland, October 12-14, 2009 / M. Ganzha, M. Paprzycki (eds). Katowice : Polskie Towarzystwo Informatyczne. Oddzial Gornoslaski, 2009. pp. 419-424.
  20. Paradowski Mariusz T. Kwasnicka Halina. Borysewicz Krzysztof. Capillary blood vessel tracking using polar coordinates based model identification. Computer recognition systems 3 / Marek Kurzynski, Michal Wozniak (eds.). Berlin ; Heidelberg : Springer, cop. 2009. pp. 499-506.
  21. Czarnecka Anna. Sasiadek Marek J. Hudyma Elzbieta. Kwasnicka Halina. Paradowski Mariusz T. Computer-interactive methods of brain cortical evaluation. Information technologies in biomedicine / Ewa Pietka, Jacek Kawa (eds). Berlin : Springer, cop. 2008. pp. 157-164.
  22. Paradowski Mariusz T. Kwasnicka Halina. Tabakow Martin. Filarski Jacek. Sasiadek Marek. On automation of brain CT image analysis. Proceedings of the International Multiconference on Computer Science and Information Technology, Wisla, Poland, October 20-22, 2008 / M. Ganzha, M. Paprzycki, T. Pelech-Pilichowski (eds). Katowice : Polskie Towarzystwo Informatyczne. Oddzial Gornoslaski, 2008. pp. 215-220.
  23. Kwasnicka Halina. Paradowski Mariusz T. Borysewicz Krzysztof. Capillaroscopy image analysis as an automatic image annotation problem. 6th International Conference on Computer Information Systems and Idustrial Management Applivations. CISIM 2007. Proceedings, Elk, Poland, 28-30 June 2007 / Ed. by Khalid Saeed, Ajith Abraham, Romuald Mosdorf. Los Alamitos [i in.] : IEEE Computer Society [Press], cop. 2007. pp. 266-271.
  24. Kwasnicka Halina. Paradowski Mariusz T. On evaluation of image auto-annotation methods. Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 2 / [Ed. by Y. Chen, Abraham A.]. Los Alamitos [i in.] : IEEE Computer Society [Press], cop. 2006. pp. 353-358.
  25. Kwasnicka Halina. Paradowski Mariusz T. Multiple class machine learning approach for an image auto-annotation problem. Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 2 / [Ed. by Y. Chen, Abraham A.]. Los Alamitos [i in.] : IEEE Computer Society [Press], cop. 2006. s. 347-352.
  26. Kwasnicka Halina. Paradowski Mariusz T. Spread Histogram - a method for calculating spatial relations between objects. Computer recognition systems. Marek Kurzynski [i in.] (eds). Berlin [i in.] : Springer, cop. 2005. pp. 249-256.
  27. Kwasnicka Halina. Paradowski Mariusz T. Melanocytic lesion images segmentation enforcing by spatial relations based declarative knowledge. 5th International Conference on Intelligent Systems Design and Applications. Proceedings, Wroclaw, September 8-10, 2005 / Eds H. Kwasnicka, M. Paprzycki. Los Alamitos [i.in.] : IEEE Computer Society [Press], cop. 2005. pp. 286-291.
  28. Kwasnicka Halina. Paradowski Mariusz T. Efficiency aspects of neural network architecture evolution using direct and indirect encoding. Adaptive and natural computing algorithms. Proceedings of the international conference, Coimbra, Portugal, [March 21-23], 2005 / Eds B. Ribeiro [i.in.]. Wien; New York : Springer, 2005. pp. 405-408.
  29. Kwasnicka Halina. Paradowski Mariusz T. Selection pressure and an efficiency of neural network architecture evolving. Artificial intelligence and soft computing - ICAISC 2004. 7th International conference. Proceedings, Zakopane, June 7-11, 2004 / Leszek Rutkowski [i in.] (eds). Berlin [i in.] : Springer, cop. 2004. pp. 444-449.