Dmytro Mishkin
Dmytro Mishkin
PhD student in Computer Vision
Center for Machine Perception of CTU (supervisor Prof. Jiri Matas)

Scientific interests

Local image features, deep learning, image matching, image understanding, remote sensing image interpretation.
M.Sc. in Aircraft Control Systems from National Technical University of Ukraine "KPI"


  MODS - state of art two view matcher.[link]



[1] Systematic evaluation of convolution neural network advances on the Imagenet. D. Mishkin and N.Sergievskiy, and J.Matas, CVIU 2017.[paper],[preprint],[bib], [sources], [slides].
[2] MODS: Fast and Robust Method for Two-View Matching. D. Mishkin and J.Matas, and M.Perdoch. CVIU 2015.[preprint],[paper],[bib], [sources].


[1] Repeatability Is Not Enough: Learning Affine Regions via Discriminability. D. Mishkin and F.Radenovic, and J.Matas, ECCV 2018.[preprint],[bib], [sources].
[2] DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks. O.Kupyn and V.Budzan, and M.Mykhailych, and D. Mishkin and J.Matas. CVPR 2018.[preprint],[bib], [sources].
[3] Working hard to know your neighbor's margins: Local descriptor learning loss. A.Mishchuk, D. Mishkin, F.Radenovic, and J.Matas. In Proc. of NIPS 2017. [preprint],[bib], [sources], [poster][slides].
[4] In the Saddle: Chasing Fast and Repeatable Features J. Aldana-Iuit, D. Mishkin, O. Chum, J. Matas. In Proc. of ICPR, 2016. [pdf], [bib].
[5] Very Deep Residual Networks with MaxOut for Plant Identification in the Wild. M. Ć ulc, D. Mishkin, J. Matas. In Proc. of Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum. [pdf], [bib],[slides]
[6] All you need is a good init. D. Mishkin and J.Matas . In Proc. of ICLR, 2016. [pdf], [bib], [poster]
[7] WxBS: Wide Baseline Stereo Generalizations. D. Mishkin and M. Perdoch and J.Matas and K. Lenc. In Proc. of BMVC, 2015. [pdf], [bib], [poster]
[8] Place Recognition with WxBS Retrieval. D. Mishkin and M. Perdoch and J.Matas. CVPR 2015 Workshop on Visual Place Recognition in Changing Environments. [pdf], [bib],[slides][poster],
[9] Two-View Matching with View Synthesis Revisited. D. Mishkin and M. Perdoch and J.Matas. In Proc. of IVCNZ, 2013, 436-441. [pdf], [bib], [poster]
[10] Matching of Images of Non-planar Objects with View Synthesis. D. Mishkin and J.Matas. SOFSEM 2014: Theory and Practice of Computer Science, 2014, 8327, 30-39. [bib]
[11] A Few Things One Should Know About Feature Extraction, Description and Matching. K. Lenc and J. Matas and D.Mishkin. In Proc. of 19th Computer Vision Winter Workshop(2014).[pdf],[bib]