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Anton S. Konushin | Graphics and Media Lab
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Anton S. Konushin

E-mail: ktosh@graphics.cs.msu.ru
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Профиль в системе "Истина"

About

I am an associate professor and head of Graphics & Media Lab, Faculty of Computational Mathematics and Cybernetics , Lomonosov Moscow State University.

I'am also an associate professor in National Research University Higher School of Economics.

I recieved my Ph.D. from Keldysh Institute for Applied Mathematics Russian Academy of Science in 2005. I joined Lomonosov Moscow State University in 2005. Since 2010 I'm also a lecturer in Yandex school for data analysis. In 2014 I joined National Research University Higher School of Economics.

I?m also a scientific consultant in "Video Analysis Technologies" LLC , which is a resident of Skolkovo IT cluster.


Research Interests

  • computer vision
  • video surveillance
  • image-based 3D modeling
  • semantic analysis of images and 3D point clouds

PhD Thesis: Automatic reconstruction of 3D models from image sequences

Teaching:

Current funding:

  • Contract RPD#1053945 "Computer Vision Collaborative Research in Russia" with Microsoft Research Ltd (UK). PI Anton Konushin and Dmitriy Vetrov. 2014. (Joint project with Bayesian group of CMC MSU)
  • Grant RFBR 14-01-00849 "People detection, tracking and annotation in video streams". PI Anton Konushin, 2014-2016.
  • Contract ?Brains, Minds, Machines?. Appendix A1 to Joint Laboratory Agreement ?081-R between Skoltech and MSU. PI. Kaplan A. (Joint project with Biology department of MSU and RSHU). 2014-2015
  • Contract ?Machine Learning for Big Data?. Appendix A2 to Joint Laboratory Agreement ?081-R between Skoltech and MSU. PI. Vorontsov K. (Joint project with MIPT).2014-2015
  • Grant RFBR 12-01-33085 "Learning probabilistic models for image recognition, scanning data processing, computer vision". PI Dmitriy Vetrov. 2013-2014. (Joint project with Bayesian group of CMC MSU)

Projects

Selected publications

2013
Moiseyev B, Konev A, Chigorin A, Konushin A. Evaluation of Traffic Sign Recognition Methods Trained on Synthetically Generated Data. In: Advanced Concepts for Intelligent Vision Systems (Springer LNCS, Vol. 8192).; 2013. p. 576-83.
Chigorin A, Konushin A. A system for large-scale automatic traffic sign recognition and mapping. In: CMRT13 ? City Models, Roads and Traffic 2013 (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. II-3/W3).; 2013. p. 13-7.
2012
Sindeyev M, Konushin A, Rother C. Alpha-flow for video matting. In: ACCV 2012 (Springer LNCS, Vol. 7726).; 2012. p. 438-52.
2011
Kononov V, Konushin V, Konushin A. People Tracking Algorithm for Human Height Mounted Cameras. In: DAGM.; 2011. p. 163-72.
2010
Lomakina-Rumyantseva E, Voronin P, Kropotov D, Vetrov D, Konushin A. Video tracking and behavior segmentation of laboratory rodents. // Pattern Recognition and Image Analysis. Pattern Recognition and Image Analysis. 2010;19(4):616-22.
2009
Barinova O, Shapovalov R, Sudakov S, Velizhev A, Konushin A. Efficient Road Mapping via Interactive Image Segmentation. In: Object Extraction for 3D City Models, Road Databases and Traffic Monitoring (CMRT). Vol XXXVIII.; 2009. Abstract
2008
Barinova O, Konushin V, Yakubenko A, Lim H, Lee KC, Konushin A. Fast automatic single-view 3-d reconstruction of urban scenes. In: Proceedings of European Conference of Computer Vision.; 2008.
2007
Vezhnevets V, Konushin A, Ignatenko A. Interactive image-based urban modeling. In: PIA-2007. Munich, Germany; 2007. p. 63-8.
2006
Konushin A, Gaganov V, Vezhnevets V. Extending RANSAC-based estimators to handle unknown and varying noise level. Siberian Journal of numerical mathematics. 2006;3.
2004
Park IK, Bayakovskii YM, Levkovich-Maslyuk L, Han M, Ignatenko A, Zhirkov A, et al. Depth Image-Based Representation and Compression for Static and Animated 3-D Objects. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 2004;14(7):1032-45.
2003
Ignatenko A, Konushin A. A Framework for Depth Image-Based Modeling and Rendering. In: GraphiCon'2003. Moscow, Russia; 2003. p. 169-72.
2002
Bayakovskii YM, Levkovich-Maslyuk L, Ignatenko A, Konushin A, Timasov D, Zhirkov A, et al. Depth Image-Based represenations for static and animated 3D objects. In: IEEE 2002 International Conference on Image Processing. Rochester, New York; 2002. p. 25-8.

All publications in English

All publications in Russian