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Thesis
E. Belyaev, An Enegry-Efficient Live Video Coding and Communications over Unreliable channels, Tampere University of Technology, Finland, 2015.
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E.A. Belyaev, Control of video compression for data transmission in mobile communication systems, Candidate of Science thesis, Saint-Petersburg State University of Aerospace Instrumentation, Mar. 2009 (in Russian).
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JOURNAL PAPERS:
[1] E. Belyaev, A. Turlikov, Rate-distortion control in video compression systems with memory restriction on transmitter and receiver sides // Computer optics, vol. 31, V2, pp. 69-76, 2007 (in Russian).
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[2] E. Belyaev, A. Turlikov, A. Ukhanova, Adaptive arithmetic coding in JPEG2000 standard // Information-control systems, Vol.6(31), pp. 28-33, 2007 (in Russian).
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[3] E. Belyaev, A. Turlikov, Adaptive binary arithmetic coding for video compression // Digital Signal Processing, Vol.3, pp. 20-24, 2007 (in Russian).
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[4] E. Belyaev, A. Turlikov, Motion esimation algorithms for low bit-rate video compression // Computer optics, vol. 32, Vol.3, pp. 69-76, 2008 (in Russian).
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[5] E. Belyaev, T. Sukhov, N. Shostacki, Video compression based on three-dimensional discrete pseudo cosine transform for surveillance systems // Computer optics, vol. 34, Iss.2, pp. 260-272, 2010 (in Russian).
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[6] T. Sukhov, E. Belyaev, Using of the principle of constant color brightness for video data representation // Instrumentation, vol. 1, pp. 55-59, 2011. (in Russian).
[7] Kai Liu, E. Belyaev and Jie Guo, VLSI Architecture of Arithmetic Coder Used in SPIHT // IEEE Transactions on Very Large Scale Integration Systems, Vol.20, Iss.4, pp.697-710, 2012.
[8] A.Ukhanova, E.Belyaev, Le Wang and S. Forchhammer, Power consumption analysis of constant bit rate video transmission over 3G networks // Computer Communications, Vol.35, Iss.14, pp.1695-1706, 2012.
[9] A.Vinel, E.Belyaev, K.Egiazarian and Y.Koucheryavy, An overtaking assistance system based on joint beaconing and real-time video transmission // IEEE Transactions on Vehicular Technology, Vol.61, Iss.5, pp.2319-2329, 2012.
[10] E.Belyaev, A.Vinel, K.Egiazarian and Y.Koucheryavy, Power Control in See-Through Overtaking Assistance System // IEEE Communications Letters, vol.17, iss.3, pp.612–615, 2013.
[11] E.Belyaev, P.Molchanov, A.Vinel and Y.Koucheryavy, The use of automotive radars in video-based overtaking assistance applications // IEEE Transactions on Intelligent
Transportation Systems, vol.14, iss.3, pp.1035–1042, 2013.
[12] E.Belyaev, A.Turlikov, K.Egiazarian and M.Gabbouj, An efficient adaptive binary arithmetic coder with low memory requirement // IEEE Journal of Selected
Topics in Signal Processing. Special Issue on Video Coding: HEVC and beyond, vol.7, iss.6, pp.1053–1061, 2013.
[13] E.Belyaev, K.Egiazarian and M.Gabbouj, A low-complexity bit-plane entropy coding and rate control for 3-D DWT based video coding // IEEE Transactions
on Multimedia, vol.15, iss.8, pp.1786 – 1799, 2013.
[14] E.Belyaev, K.Egiazarian, M.Gabbouj and K.Liu, A Low-complexity joint source-channel video coding for 3-D DWT codec // Journal of Communications, vol.8,
no.12, 2013.
[15] B.Bellalta, E.Belyaev, M.Jonsson, A.Vinel, Performance evaluation of IEEE 802.11p-enabled vehicular video surveillance system // IEEE Communications
Letters, vol.18, no.4, 2014.
[16] E.Belyaev, A.Vinel, A.Surak, M.Gabbouj, M.Jonnson, K.Egiazarian, Robust vehicle-to-infrastructure video transmission for road surveillance applications, //
IEEE Transactions on Vehicular Technology, 2015.
[17] E.Belyaev, K.Liu, M.Gabbouj, Y.Li, An efficient adaptive binary range coder and its VLSI architecture // IEEE Transactions on Circuits and Systems for Video Technology, 2015.
[18] E.Belyaev, S.Forchhammer, M.Codreanu, Error concealment for 3-D DWT based video codec using iterative thresholding // IEEE Communications Letters, vol.21, iss.8, pp.1731–1734, 2017.
[19] E.Belyaev, S.Forchhammer, Kai Liu, An adaptive multi-alphabet arithmetic coding based on generalized virtual sliding window // IEEE Signal Processing Letters, vol.24, iss.7, pp.1034-1038, 2017.
[20] T.Sukhov, S.Strakhov, L.Kochin, E.Belyaev, Application and implementationa
of the principle of constant color luminance in digital video coding systems // SPIIRAS Proceedings, vol.5, iss. 54, pp. 84–105, 2017.
[21] W. Ding, Kai Liu, E. Belyaev, Fei Cheng, Tensor-based linear dynamical systems for action recognition from 3D skeletons // Pattern Recognition, vol.77, iss.7, pp.75–86, 2018.
[22] Kai Liu, Y.Li and E. Belyaev, A High Throughput JPEG2000 Entropy Decoding Unit Architecture // Journal of Signal Processing Systems, pp. 1–15, 2018.
[23] E.Belyaev and S.Forchhammer, Low-complexity Open-loop Coding of IDR Infrared Images having JPEG compatibility // Journal of Real-Time Image Processing, 2019.
[24] E.Belyaev and S.Forchhammer, An efficient storage of infrared video of drone inspections via iterative aerial map construction // IEEE Signal Processing Letters, vol.26, iss.8, pp.1157-1161, 2019.
[25] E.Belyaev, M.Codreanu, M.Juntti, and K.Egiazarian, Compressive Sensed Video Recovery via Iterative Thresholding with Random Transforms // IET Image Processing, vol.14, iss.6, pp.1187-1199, 2020.
[26] Boyang Chen, Kai Liu and E.Belyaev, An Efficient Hardware Implementation of Multi-alphabet Adaptive Arithmetic Encoder Based on Generalized Virtual Sliding Window // IEEE Transactions on Very Large Scale Integration Systems, vol.28, iss.5, pp.1326-1330, 2020.
[27] Kai Liu, Lin Yan, E.Belyaev, Meiyu Duan, RTL3D: Real-time LIDAR-based 3D Object Detection with Sparse CNN, IET Computer Vision, 2020.
[28] M.Georgiev, E.Belyaev, and A.Gotchev, A general framework for depth compression and multi-sensor fusion in asymmetric view-plus-depth 3D representation // IEEE Access, vol. 8, pp. 97516-97528, 2020.
[29] Lin Yan, Kai Liu, Evgeny Belyaev, Revisiting Sparsity Invariant Convolution: A Network for Image Guided Depth Completion // IEEE Access, 2020.
[30] Guang Li, Kai Liu, Chongyang Ding, Wenwen Ding, Evgeny Belyaev and Fei Cheng, A New Method for Mapping Active Joint Locations of Skeletons to pre-shape space for action recognition // International Journal of Pattern Recognition and Artificial Intelligence, 2020.
[31] Chongyang Ding, Kai Liu, Fei Cheng, Evgeny Belyaev, Spatio-Temporal Attention on Manifold Space for 3D Human Action Recognition, Applied Intelligence, 2021.
[32] G. Li, K. Liu, C. Ding, W. Ding, E. Belyaev, F. Cheng, A New Method for Mapping Active Joint Locations of Skeletons to Pre-Shape Space for Action Recognition, International Journal of Pattern Recognition and Artificial Intelligence, 2021.
[33] C Ding, S Wen, W Ding, K Liu, E Belyaev, Temporal segment graph convolutional networks for skeleton-based action recognition, Engineering Applications of Artificial Intelligence, 2022.
[34] G. Trofimiuk, E. Belyaev, P. Trifonov, Distributed Video Coding Based on Polar Codes, IEEE Communications Letters, 2023.
[35] E. Belyaev, An Efficient Compressive Sensed Video Codec with Inter-Frame Decoding and Low-Complexity Intra-Frame Encoding, Sensors, 2023.
[36] E. Belyaev, K. Liu, An adaptive binary rANS with probability estimation in reverse order, IEEE Signal Processing Letters, 2023.
PAPERS IN CONFERENCE PROCEEDINGS:
[1] E. Belyaev, M. Gilmutdinov and A. Turlikov, Binary Arithmetic Coding System with Adaptive Probability Estimation by Virtual Sliding Window // Proc. of the 10th IEEE International Symposium on Consumer Electronics, St.-Petersburg, Russia, pp. 194-198., 2006.
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[2] E. Belyaev, A. Turlikov and A. Ukhanova, Rate-distortion control in wavelet-based video compression systems with memory restriction // XI International Symposium on Problems of Redundancy in Information and Control Systems, St.-Petersburg, Russia, pp. 13-17., 2007.
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[3] E. Belyaev, A. Turlikov and A. Ukhanova. Rate-control algorithms testing by using video source model // The 15-th International Conference on Communications, St.-Petersburg, Russia, 2008.
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[4] E. Belyaev, T. Koski, J. Paavola, A. Turlikov and A. Ukhanova. Adaptive power saving on the receiver side in digital video broadcasting systems based on progressive video codecs // The 11th International Symposium on Wireless Personal Multimedia Communications, Lapland, Finland, 2008.
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[5] E. Belyaev, V. Grinko and A. Ukhanova, Power saving control for the mobile DVB-H receivers based on H.264/SVC standard // 8-th Wireless Telecommunication Symposium, 2009.
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[6] A. Belogolovy, E. Belyaev, A. Sergeev and A. Turlikov, Video Compression for Wireless Transmission: Reducing the Power Consumption of the WPAN Hi-speed Systems // The 9th International Conference on Next Generation Wired/Wireless Advanced Networking, 2009.
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[7] E. Belyaev, A. Dogadaev and A. Ukhanova, MINMAX Rate control in near-lossless video encoders for real-time data transmission // XII International Symposium on Problems of Redundancy in Information and Control Systems, St.-Petersburg, Russia, 2009.
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[8] X. Huang, A. Ukhanova, E. Belyaev, S. Forchhammer, Temporal scalability comparison of the H.264/SVC and Distributed Video Codec // International Conference on Ultra Modern Telecommunications, 2009.
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[9] E. Belyaev, A.Turlikov, A. Ukhanova, Low-latency video transmission over high-speed WPANs based on low-power compression // IEEE Wireless Communications & Networking Conference, 2010.
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[10] E.Belyaev, T.Sukhov and Kai Liu, Scalable video coding based on three-dimensional discrete pseudo cosine transform // The 10th International Conference on Next Generation Wired/Wireless Advanced Networking, 2010.
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[11] Kai Liu, YunSong Li, Eugeniy Belyaev, A Novel VLSI Architecture of Arithmetic Encoder with Reduced Memory in SPIHT // The International Symposium on SPIE Optical Engineering + Applications, part of SPIE Optics and Photonics, 2010.
[12] E.Belyaev, Low bit rate video coding based on three-dimensional discrete pseudo cosine transform // International Conference on Ultra Modern Telecommunications , 2010.
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[13] A.Ukhanova, E.Belyaev, Soren Forchhammer, Encoder power consumption comparison of Distributed Video Codec and H.264/AVC in low-complexity mode // The 18th International Conference on Software, Telecommunications and Computer Networks , 2010.
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[14] E.Belyaev, A.Veselov, A.Turlikov and Kai Liu, Complexity analysis of adaptive binary arithmetic coding software implementations // The 11th International Conference on Next Generation Wired/Wireless Advanced Networking, 2011.
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[15] Le Wang, A.Ukhanova and E.Belyaev, Power consumption analysis of constant bit rate data transmission over 3G mobile wireless networks // 11th International Conference on Telecommunications for Intelligent Transport Systems, 2011.
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[16] Junsheng Fu, E. Belyaev and K. Egiazarian, Rate-distortion oriented joint video pre-filtering and compression // 10th Finnish-Russian University Cooperation in Telecommunications Conference, 2011.
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[17] E.Belyaev, K.Egiazarian and M.Gabbouj, Low complexity bit-plane entropy coding
for 3-D DWT based video compression // The International Symposium on SPIE Electronic Imaging, 2012.
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[18] E.Belyaev, A.Turlikov, K.Egiazarian and M.Gabbouj, An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder // 2012 IEEE International Conference on Image Processing, 2012.
[19] A. Vinel, E.Belyaev and Y.Koucheryavy, Using of beaconing for robust video transmission in overtaking assistance applications // 2012 IEEE Vehicular Technology Conference, 2012.
[20] A. Vinel, E.Belyaev, O.Lamotte, M.Gabbouj, K.Egiazarian and Y.Koucheryavy,Video transmission over IEEE 802.11p:
real-world measurements // 2013 IEEE International Conference on Communicatins, 2013.
[21] E.Belyaev, K.Egiazarian and M.Gabbouj, A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands
// 8th International Symposium on Image and Signal Processing and Analysis, 2013.
[22] E.Belyaev, M.Georgiev, K.Egiazarian, and M.Gabbouj, A combined DCT/DWT asymmetric multi-view video coding for real-time applications // Eighth In-
ternational Workshop on Video Processing and Quality Metrics for Consumer Electronics, 2014.
[23] A.Vinel, E.Belyaev, B.Bellalta, and H.Hu, Live Video Streaming in Vehicular Networks // 6th International Workshop on Communication Technologies for
Vehicles, 2014.
[24] E.Belyaev, A.Vinel, M.Jonsson, and K.Sjoberg, Live Video Streaming in IEEE 802.11p Vehicular Networks: Demonstration of an Automotive Surveillance
Application // IEEE International Conference on Computer Communications, 2014.
[25] E.Belyaev, Adaptive Window Size Selection for Efficient Probability Estimation in Binary Range Coder of the 3-D DWT Video Codec // 7th International
Workshop on Multiple Access Communications, 2014.
[26] E.Belyaev, A.Vinel, Target Packet Loss Selection for Inter-Packet Loss Protection for Video Streaming Over VANETs, 2014 IEEE Vehicular Networking Conference, 2014.
[27] M.Georgiev, E. Belyaev, A.Gotchev, Depth map compression using color-driven isotropic segmentation and regularised reconstruction // Data Compression Conference, 2015.
[28] U.Wijewardhana, E.Belyaev, M.Codreanu and M.Latva-aho, Signal Recovery in Compressive Sensing via Multiple Sparsifying Bases, Data Compression Conference, 2017.
[29] E.Belyaev, S.Moreschini, A.Vinel, Uncoordinated Multi-user Video Streaming in
VANETs using Skype // IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2017.
[30] E.Belyaev, C.Mantel, and S.Forchhammer, High bit depth infrared image compression
via low bit depth codecs // SPIE Optical Engineering + Applications, Infrared Remote Sensing and Instrumentation XXV, 2017.
[31] E.Belyaev, C.Mantel, and S.Forchhammer, Low-complexity Compression of High
Dynamic Range Infrared Images with JPEG compatibility // IEEE Visual Communications
and Image Processing (VCIP), 2017.
[32] E.Belyaev and S.Forchhammer, Drone HDR Infrared Video Coding via Aerial Map Prediction
// IEEE International Conference on Image Processing (ICIP), 2018.
[33] E.Belyaev and S.Forchhammer, Drone Infrared Video Coding Using Virtual View Generated from Iteratively Constructed Aerial Map and Historical Data // EUSIPCO 2019: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems, 2019.
[34] E.Belyaev, Fast Recovery of Compressive Sensed Images via Multiple Thresholding Operators // 26th IEEE Conference of Open Innovations Association FRUCT, 2020.
[35] E.Belyaev, Compressive Sensed Video Coding having JPEG compatibility // IEEE International Conference on Image Processing (ICIP), 2020.
[36] Evgeny Belyaev, Linlin Bie and Jari Korhonen, Motion JPEG Decoding via Iterative Thresholding and Motion-Compensated Deflickering, IEEE 22nd International Workshop on Multimedia Signal Processing, 2020.
[37] Chongyang Ding, Kai Liu, Jari Korhonen, Evgeny Belyaev, Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition // Thirty-Fifth AAAI Conference on Artificial Intelligence AAAi, 2021.
[38] Evgeny Belyaev, Fast Decoding and Parameters Selection for CS-JPEG Video Codec, IEEE 23nd International Workshop on Multimedia Signal Processing, 2021 (accepted).
PATENTS:
[1] E. Belyaev, A. Turlikov, Method and apparatus for image quality control in video data, United States Patent Application 20090086813, 2009.
[2] E. Belyaev, Video compression and transmission system with transmitter side memory restriction, United States Patent Application 20090161751, 2009.
[3] V. Chernyshev, A. Efimov, E. Belyaev, M. Tsvetkov, Wireless display encoder architecture, WO2011078721, 2011.
[4] M. Tsvetkov, A. Efimov, E. Belyaev, Displaying decompressed pictures on liquid crystal displays in macroblock raster scan order, WO2011065859, 2011.
[5] N.Ageeva, E.Belyaev, S. Dvornikov, I. Okov, T. Sukhov, A. Ustinov, V. Tsvetkov, Video encoding and decoding method based on three-dimensional discrete cosine transform, RU 2557449C1, 2015.
Masters and Bachelors theses supervision:
[1] Nina Zhevtyak, Compressive sensed video recovery using convolutional neural networks, ITMO, 2020.
[2] Arina Rossomakhina, Leakage detection in district heating systems based on drone infrared images based on convolutional neural networks, ITMO, 2020.
[3] V.Zemzov, End-to-end latency minimization in UDP packet networks based on
forward error correction, ITMO, 2019.
[4] S. Gera, Lossless image coding based on evolvable predictive coding, ITMO, 2019.
[5] O.Moreschini, Channel Resource Allocation For Multi-Camera Video Streaming
In Vehicular Ad-Hoc Networks, TUT, 2016.
[6] O.Boldireva, Image Compression Based On Three-Dimensional Discrete Cosine
Transform, SUAI, 2012.
[7] K.Kirs, Inter-Packet Forward Error Correction For Robust Audio Transmission,
SUAI, 2012.
[8] A.Matrinyuk, Lossless Audio Compression Based On Discrete Wavelet Transform,
SUAI, 2012.
[9] A.Tabako, Lossless Screen Video Data Compression, SUAI, 2012.
[10] P.Titkov, Video Data Compression Based On Three-Dimensional Discrete Cosine
Transform and Motion Compensation, SUAI, 2012.
[11] E.Rachkovskaya, Development of Rate Control Algorithm For JPEG Standard,
SUAI, 2011.
[12] Y.Potaka, Region Of Interest Coding In JPEG2000 Standard, SUAI, 2008
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