Publications

Journal Papers

• • Csaba Domokos and Zoltan Kato. Realigning 2D and 3D Object Fragments without Correspondences. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 1, pp. 195-202, January 2016. [PDF][BibTeX]

  • Wei Xia, Csaba Domokos, Junjun Xiong, Loong-Fah Cheong and Shuicheng Yan. Segmentation over Detection via Optimal Sparse Reconstructions. IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 8, pp. 1295-1308, August 2015. [PDF][BibTeX]

• • Wei Xia, Csaba Domokos, Loong-Fah Cheong and Shuicheng Yan. Background context augmented hypothesis graph for object segmentation. IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 4, pp. 582-594, April 2015. [PDF][BibTeX]

  • Csaba Domokos and Zoltan Kato. Affine Shape Alignment Using Covariant Gaussian Densities: A Direct Solution. Journal of Mathematical Imaging and Vision, vol. 51, no. 3, pp. 385-399, March 2015. [PDF][BibTeX]

  • Si Liu, Ji­ashi Feng, Csaba Domokos, Hui Xu, Jun­shi Huang, Zhen­zhen Hu and Shuicheng Yan. Fash­ion Pars­ing with Weak Col­or-​Cat­e­go­ry Labels. IEEE Trans­ac­tions on Mul­ti­me­dia, vol. 16, no. 1, pp. 253-265, January 2014. [PDF][BibTeX]

  • Csaba Domokos, Jozsef Nemeth and Zoltan Kato. Nonlinear Shape Registration without Correspondences. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 5, pp. 943-958, May 2012. [PDF][BibTeX][Webpage]

  • Csaba Domokos and Zoltan Kato. Parametric Estimation of Affine Deformations of Planar Shapes. Pattern Recognition, vol. 43, no. 3, pp. 569–578, March 2010. [PDF][BibTeX][Webpage][Code]

Conference papers

• • Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos and Hendrik Blockeel. Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. In Proceedings of International Semantic Web Conference (ISWC), Ulrike Sattler, Aidan Hogan, Maria Keet, Valentina Presutti, João Paulo A. Almeida, Hideaki Takeda, Pierre Monnin, Giuseppe Pirrò, Claudia d’Amato, Eds., ser. Lecture Notes in Computer Science, vol. 13489, Virtual event, pages 74-90, October 2022. Springer. [PDF]

  • Po-Wei Wang, Daria Stepanova, Csaba Domokos and Zico Kolter. Differentiable Learning of Numerical Rules in Knowledge Graphs. In Proceedings of International Conference on Learning Representations (ICLR), (Virtual Conference) Addis Ababa, Ethiopia, April 2020. [PDF]

  • Csaba Domokos, Frank R. Schmidt and Daniel Cremers. MRF Optimization with Separable Convex Prior on Partially Ordered Labels. In Proceedings of Proceedings of European Conference on Computer Vision (ECCV), Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, Yair Weiss, Eds., ser. Lecture Notes in Computer Science, vol. 11212, Munich, Germany, pages 341-356, September 2018. Springer. [PDF][Supplementary material]

  • Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Bjoern Andres and Daniel Cremers. Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs.  In Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, USA, June 2018. IEEE. [PDF][Supplementary material]

  • Caner Hazirbas*, Lingni Ma*, Csaba Domokos and Daniel Cremers. FuseNet: Incorporating depth into semantic segmentation via fusion-based CNN architecture. In Proceedings of Asian Conference on Computer Vision (ACCV), Shang-Hong Lai, Vincent Lepetit, Ko Nishino and Yoichi Sato, Eds., ser. Lecture Notes in Computer Science, Taipei, Taiwan, Republic of China, November 2016. Springer. *The first two authors contributed equally to this paper. [PDF][Code]

  • Wei Xia*, Csaba Domokos*, Jian Dong, Loong-Fah Cheong and Shuicheng Yan. Semantic Segmentation without Annotating Segments. In Proceedings of International Conference on Computer Vision (ICCV), IEEE, Sydney, Australia, December 2013. IEEE. *The first two authors contributed equally to this paper. [PDF][BibTeX][Poster]

  • Csaba Domokos and Zoltan Kato. Simultaneous Affine Registration of Multiple Shapes. In Proceedings of International Conference on Pattern Recognition (ICPR), IAPR, Tsukuba Science City, Japan, pages 9-12, November 2012. IEEE. [PDF][BibTeX][Poster][Webpage]

  • Csaba Domokos and Zoltan Kato. Affine puzzle: Realigning deformed object fragments without correspondences. In Proceedings of European Conference on Computer Vision (ECCV), Kostas Daniilidis and Petros Maragos and Nikos Paragios, Eds., ser. Lecture Notes in Computer Science, vol. 6312, Crete, Greece, pages 777-790, September 2010. Springer. [PDF][BibTeX][PDF with 3D images][Poster][Webpage]

  • Csaba Domokos and Zoltan Kato. Affine Alignment of Compound Objects: A Direct Approach. In Proceedings of International Conference on Image Processing (ICIP), IEEE, Cairo, Egypt, pages 169-172, November 2009. IEEE. [PDF][BibTeX][Poster][Webpage]

  • Jozsef Nemeth, Csaba Domokos and Zoltan Kato. Nonlinear Registration of Binary Shapes. In Proceedings of International Conference on Image Processing (ICIP), IEEE, Cairo, Egypt, pages 1101-1104, November 2009. IEEE. [PDF][BibTeX][Poster][Webpage]

  • Jozsef Nemeth, Csaba Domokos and Zoltan Kato. Recovering Planar Homographies Between 2D Shapes. In Proceedings of International Conference on Computer Vision (ICCV), IEEE, Kyoto, Japan, pages 2170-2176, September 2009. IEEE. [PDF][BibTeX][Poster][Webpage][Code]

  • Attila Tanács, Csaba Domokos, Nataša Sladoje, Joakim Lindblad and Zoltan Kato. Recovering Affine Deformations of Fuzzy Shapes. In Proceedings of Scandinavian Conferences on Image Analysis (SCIA), Arnt-Børre Salberg, Jon Yngve Hardeberg and Robert Jenssen, Eds., ser. Lecture Notes in Computer Science, vol. 5575, Oslo, Norway, pages 735--744, June 2009. Springer. [PDF][BibTeX][Webpage]

  • Csaba Domokos and Zoltan Kato. Binary Image Registration Using Covariant Gaussian Densities. In Proceedings of International Conference on Image Analysis and Recognition (ICIAR), Aurélio Campilho and Mohamed Kamel, Eds., ser. Lecture Notes in Computer Science, vol. 5112, Póvoa de Varzim, Portugal, pages 455-464, June 2008. Springer. [PDF][BibTeX][Webpage]

  • Csaba Domokos, Zoltan Kato and Joseph M. Francos. Parametric Estimation of Affine Deformations of Binary Images. In Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Las Vegas, Nevada, USA, pages 889-892, April 2008. IEEE. [PDF][BibTeX][Webpage][Code]

Ph.D. thesis

• Csaba Domokos. Parametric Estimation of Affine Deformations without Correspondences. University of Szeged, Szeged, Hungary, 2010. [PDF]

Miscellaneous

• Yuesong Shen, Tao Wu, Csaba Domokos, Daniel Cremers. Probabilistic Discriminative Learning with Layered Graphical Models. ArXiv preprint, 2019. [PDF]

• Csaba Domokos and Zoltan Kato. Affin Puzzle: Deformált objektumdarabok helyreállítása megfeleltetések nélkül. In Proceedings of Conference of Hungarian Association for Image Analysis and Pattern Recognition (KEPAF), Zoltan Kato and Kálmán Paláagyi, Eds., Szeged, Hungary, pages 206-220, January 2011. KEPAF. Note: in Hungarian. Received the Attila Kuba Prize. [PDF]

• Csaba Domokos and Zoltan Kato. Síkbeli alakzatok regisztrációja kovariáns függvények felhasználásával. In Proceedings of Conference of Hungarian Association for Image Analysis and Pattern Recognition (KEPAF), Tamás Szirányi and Dmitrij Chetverikov, Eds., Budapest, Hungary, pages 8, January 2009. KEPAF. Note: in Hungarian. [PDF]

• Jozsef Nemeth, Csaba Domokos and Zoltan Kato. Síkhomográfia paramétereinek becslése bináris képeken. In Proceedings of Conference of Hungarian Association for Image Analysis and Pattern Recognition (KEPAF), Tamás Szirányi and Dmitrij Chetverikov, Eds., Budapest, Hungary, pages 9, January 2009. KEPAF. Note: in Hungarian. [PDF]

• Csaba Domokos, Zoltan Kato and Joseph Francos. Parametric Estimation of Two-Dimensional Affine Transformations of Binary Images. In Proceedings of Conference of Hungarian Association for Image Analysis and Pattern Recognititon (KEPAF), Attila Fazekas and Andras Hajdu, Eds., Debrecen, Hungary, pages 257-265, January 2007. KEPAF. [PDF]

• Csaba Domokos and Imre Hajagos. Computation and visualization of magnetic fields. In Proceedings of Central European Seminar on Computer Graphics for Students, Castá-Papiernicka Centre, Slovakia, April, 2006.

• Csaba Domokos, Erika Széll, Péter Kárpáti and Laszlo Böszörmenyi. Mixed and Weighted Measures for Client Behavior Prediction in a Proactive Video Server. In Proceedings of HUBUSKA Second Open Workshop, Generic Issues of Knowledge Technologies, Budapest, Hungary, September 2005.