Andrey Kuzmin
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I’m a PhD student at the Computer Vision Group supervised by Victor Lempitsky. My research interests include medical ultrasound imaging, low-level computer vision and deep learning. The research on medical ultrasound was performed in collaboration with the Computational Instrumentation Group at MIT which I visited twice as a PhD intern.
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“Multi-frame elastography using a handheld force-controlled ultrasound probe”, A. Kuzmin, A. Zakrzewski, B. Anthony, and V. Lempitsky, IEEE Trans. Ultrason. Ferroelectr. Freq. Control 2015 [paper] |
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“A single element 3D ultrasound tomography system”, X. Zhang, J. Fincke, A. Kuzmin, V. Lempitsky, and B. Anthony, IEEE Conf. Proc. IEEE Eng. Med. Biol. Soc. 2015 [paper] |
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“Fast low-cost single element ultrasound reflectivity tomography using angular distribution analysis”, A. Kuzmin, X. Zhang, J. Fincke, M. Feigin, B. Anthony, and V. Lempitsky, IEEE ISBI’16 (oral) [paper][code][slides] |
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“End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo”, A.Kuzmin, D.Mikushin, V. Lempitsky, IEEE Machine Learning for Signal Processing, 2017 [paper] [code] |
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“Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions”, A.Vakhitov, A.Kuzmin, V.Lempitsky, Computer Vision and Image Understanding (CVIU), 2017 [paper] |