About

Dmytro Mishkin, PhD — computer vision researcher and consultant, Kornia maintainer, author of HardNet, AffNet and LSUV initialization.

I am Dmytro Mishkin, a computer vision researcher and consultant based in Prague.

I did my PhD at CTU in Prague under the supervision of Prof. Jiri Matas, on wide multiple baseline stereo and local features — the workhorse of 3D reconstruction, SLAM and image retrieval. The thesis received the Dean’s Prize and the Rector’s Prize, and reached the final of the Antonín Svoboda Award for the Best PhD Thesis.

I maintain the open source Kornia library, and I am a co-author of HardNet, AffNet, LSUV initialization, MODS and the Image Matching Challenge. I co-founded the Eastern European Computer Vision Conference and the Ukrainian research group Szkocka, and I serve on the Expert Committee on Artificial Intelligence at the Ministry of Digital Transformation of Ukraine.

This blog is where I write about computer vision, image matching, how research actually gets done, and what AI is doing to the way we work. My full CV, publication list and talks live at dmytro.ai.

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