Yakimov, Pavel Y.

2020

• 1 Stepanenko S. O. , Yakimov P. Development of a cloud platform for gathering, storing and analysis of video data // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —
• 2 Katkova P. V. , Yakimov P. 3D human reconstruction using single 2d image // CEUR Workshop Proceedings. — 2020. — Vol. 2667. — P. 305-308

2019

• 1 Gaidar A.I., Yakimov P.Y. Real-time fatigue features detection // Journal of Physics: Conference Series. — 2019. — Vol. 1368. Issue 5.
• 2 Stepanenko S. O. , Yakimov P.Y. Using high-performance deep learning platform to accelerate object detection // CEUR Workshop Proceedings. — 2019. — Vol. 2416. — P. 354-360
• 3 Viktorenkov A.E., Yakimov P.U. Surface roughness estimation by using a 3D model reconstructed from multiple images // Journal of Physics: Conference Series. — 2019. — Vol. 1368. Issue 5.
• 4 Mikheev M.A., Yakimov P.Y. Development of the documents comparison module for an electronic document management system // CEUR Workshop Proceedings. — 2019. — Vol. 2416. — P. 527-533
• 5 Pribavkin D.D., Yakimov P.Y. Methods for emotions, mood, gender and age recognition // CEUR Workshop Proceedings. — 2019. — Vol. 2416. — P. 542-548
• 6 Shustanov A.V., Yakimov P.Y. Modification of single-purpose CNN for creating multi-purpose CNN // Journal of Physics: Conference Series. — 2019. — Vol. 1368. Issue 5.
• 7 Nikonorov A., Evdokimova V., Petrov M. etc. Deep learning-based imaging using single-lens and multi-aperture diffractive optical systems // Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. — 2019. — P. 3969-3977

2018

• 1 Nikonorov A., Petrov M., Bibikov S. etc. Deep learning-based enhancement of hyperspectral images using simulated ground truth // 2018 10th IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2018. — 2018. —
• 2 Artamonov N.S., Yakimov P.Y. Towards Real-Time Traffic Sign Recognition via YOLO on a Mobile GPU // Journal of Physics: Conference Series. — 2018. — Vol. 1096. Issue 1.
• 3 Nikonorov A.V., Petrov M.V., Bibikov S.A. etc. Toward Ultralightweight Remote Sensing with Harmonic Lenses and Convolutional Neural Networks // IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2018. — Vol. 11. Issue 9. — P. 3338-3348
• 4 Pronchuk K.A., Yakimov P.Y. Development of traffic signs recognition WebService based on convolutional neural networks // CEUR Workshop Proceedings. — 2018. — Vol. 2212. — P. 132-138

2017

• 1 Nikonorov A., Petrov M., Yakimov P. etc. Evaluating imaging quality of the offner hyperspectrometer // 2016 9th IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2016. — 2017. —
• 2 Shustanov A., Yakimov P. A method for traffic sign recognition with CNN using GPU // ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications. — 2017. — Vol. 5. — P. 42-47
• 3 Shustanov A., Yakimov P. CNN Design for Real-Time Traffic Sign Recognition // Procedia Engineering. — 2017. — Vol. 201. — P. 718-725

2016

• 1 Nikonorov A., Petrov M., Bibikov S. etc. Comparative evaluation of deblurring techniques for Fresnel lens computational imaging // Proceedings - International Conference on Pattern Recognition. — 2016. — P. 775-780
• 2 Yakimov P. Traffic signs detection using tracking with prediction // Communications in Computer and Information Science. — 2016. — Vol. 585. — P. 454-467
• 3 Yakimov P.Y. Real-time road signs recognition using mobile GPU // CEUR Workshop Proceedings. — 2016. — Vol. 1638. — P. 477-483

2015

• 1 Yakimov P.Y. Preprocessing digital images for quickly and reliably detecting road signs // Pattern Recognition and Image Analysis 2015. — Vol. 25. Issue 4. — P. 729-732
• 2 Yakimov P., Fursov V. Traffic signs detection and tracking using modified hough transform // SIGMAP 2015 - 12th International Conference on Signal Processing and Multimedia Applications, Proceedings; Part of 12th International Joint Conference on e-Business and Telecommunications, ICETE 2015. — 2015. — P. 22-28
• 3 Yakimov P.Y. Tracking traffic signs in video sequences based on a vehicle velocity // Computer Optics 2015. — Vol. 39. Issue 5. — P. 795-800

2014

• 1 Nikonorov A., Bibikov S., Yakimov P. etc. Spectrum shape elements model to correct color and hyperspectral images // 2014 8th IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2014. — 2014. —

2013

• 1 Nikonorov A., Petrov M., Yakimov P. Traffic sign detection on GPU using color shape regular expressions // Proceedings of the 4th International Workshop on Image Mining. Theory and Applications, IMTA 2013, In Conjunction with VISIGRAPP 2013. — 2013. — P. 63-72
• 2 Fursov V.A., Bibikov S.A., Yakimov P.Y. Localization of objects contours with different scales in images using hough transform // Computer Optics 2013. — Vol. 37. Issue 4. — P. 496-502
• 3 Yakimov P.Y. Preprocessing of digital images in systems of location and recognition of road signs // Computer Optics 2013. — Vol. 37. Issue 3. — P. 401-405

2012

• 1 Fursov V., Nikonorov A., Yakimov P. Flexible allocation approach for GPU implementation of 2D IIR filters in satellite images processing // 2012 IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2012. — 2012. —
• 2 Nikonorov A.V., Fursov V.A., Yakimov P.Y. Flexible allocation method in polytope model for designing of efficient methods of recursive two-dimensional image processing using GPU // Computer Optics 2012. — Vol. 36. Issue 3. — P. 459-464

2011

• 1 Bibikov S.A., Fursov V.A., Nikonorov A.V. etc. Memory access optimization in recurrent image processing algorithms with CUDA // Pattern Recognition and Image Analysis 2011. — Vol. 21. Issue 3. — P. 377-380
• 2 Fursov V.A., Nikonorov A.V., Bibikov S.A. etc. Correction of distortions in color images based on parametric identification // Pattern Recognition and Image Analysis 2011. — Vol. 21. Issue 2. — P. 125-128
• 3 Nikonorov A., Yakimov P., Minaev E. Effective algorithms of flare detection with analysis of the shape in real-time video surveillance systems // Pattern Recognition and Image Analysis 2011. — Vol. 21. Issue 3. — P. 419-422
• 4 Bibikov S.A., Zakharov R.K., Nikonorov A.V. etc. Detection and color correction of artifacts in digital images // Optoelectronics, Instrumentation and Data Processing 2011. — Vol. 47. Issue 3. — P. 226-232