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  1. Understanding the complex interplay of persistent and antipersistent regimes in animal movement trajectories as a prominent characteristic of their behavioral pattern profiles: Towards an automated and robust model based quantification of anxiety test ...

    Article • Biomedical Signal Processing and Control, March 2023, Elsevier

    Dr Dmitrii Kaplun

  2. Segmentation of patchy areas in biomedical images based on local edge density estimation

    Article • Biomedical Signal Processing and Control, January 2023, Elsevier

    Dr Dmitrii Kaplun

  3. Parallelization of Runge–Kutta Methods for Hardware Implementation

    Article • Computation, December 2022, MDPI AG

    Dr Dmitrii Kaplun

  4. Design of low complexity parallel polyphase finite impulse response filter using coefficient symmetry

    Article • IET Circuits Devices & Systems, November 2022, the Institution of Engineering and Technology (the IET)

    Dr Dmitrii Kaplun

  5. High Performance Parallel Pseudorandom Number Generator on Cellular Automata

    Article • Symmetry, September 2022, MDPI AG

    Dr Dmitrii Kaplun

  6. High Performance Parallel Pseudorandom Number Generator on Cellular Automata

    Article • August 2022, MDPI AG

    Dr Dmitrii Kaplun

  7. ANew Convolutional Neural Network for Recognizing Handwritten Letters of the Russian Alphabet

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  8. Comparative Analysis of Various Methods to Circuit Design for DWT with CDF 9/7 Wavelet

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  9. On the Computational Complexity of 2D Filtering by Winograd Method

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  10. Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  11. Brain tumor image generation using an aggregation of GAN models with style transfer

    Article • Scientific Reports, June 2022, Springer Science + Business Media

    Dr Dmitrii Kaplun

  12. Isolated Sphenoid Sinusitis: Anatomical Features for Choosing a Method of Treatment, a Case-Control Study

    Article • Diagnostics, May 2022, MDPI AG

    Dr Dmitrii Kaplun

  13. An Ensemble of CNN Models for Parkinson’s Disease Detection Using DaTscan Images

    Article • Diagnostics, May 2022, MDPI AG

    Dr Dmitrii Kaplun

  14. Evaluation of shelter dog activity levels before and during COVID-19 using automated analysis

    Article • Applied Animal Behaviour Science, May 2022, Elsevier

    Dr Dmitrii Kaplun

  15. Case Report: Oncocytic Schneiderian Papilloma Originating From the Sphenoid Sinus

    Article • Frontiers in Medicine, April 2022, Frontiers

    Dr Dmitrii Kaplun

  16. Determination of the athletes' anaerobic threshold using machine learning methods

    Article • Biomedical Signal Processing and Control, March 2022, Elsevier

    Dr Dmitrii Kaplun

  17. A Software Package «Apnea» for the Diagnosis and Treatment of Obstructive Sleep Apnea

    Article • January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  18. A Deep Feature Selection Method for Tumor Classification in Breast Ultrasound Images

    Article • January 2022, Springer Science + Business Media

    Dr Dmitrii Kaplun

  19. A Feature Fusion Based Deep Learning Model for Deepfake Video Detection

    Article • January 2022, Springer Science + Business Media

    Dr Dmitrii Kaplun

  20. CRTf-Based Reverse Converter for RNS with Low-Cost Modules $$\{{2}^{n},{2}^{n}-1,{2}^{n+1}-1\}$$

    Article • January 2022, Springer Science + Business Media

    Dr Dmitrii Kaplun

  21. Denoising Chaotic Signals Using Ensemble Intrinsic Time-Scale Decomposition

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  22. Detection of Norway Spruce Trees (Picea Abies) Infested by Bark Beetle in UAV Images Using YOLOs Architectures

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  23. Learning Aided System for Agriculture Monitoring Designed Using Image Processing and IoT-CNN

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun, Dr Kandarpa Kr Sarma

  24. Using Artificial Neural Networks and Wavelet Transform for Image Denoising

    Article • January 2022, Springer Science + Business Media

    Dr Dmitrii Kaplun

  25. Study of the Fabrication Technology of Hybrid Microfluidic Biochips for Label-Free Detection of Proteins

    Article • Micromachines, December 2021, MDPI AG

    Dr Dmitrii Kaplun

  26. System for neural network recognition of malignant pigmented skin neoplasms with image pre-processing

    Article • Journal of Physics Conference Series, November 2021, Institute of Physics Publishing

    Dr Dmitrii Kaplun

  27. Using thermal effect of 970 nm diode laser to reduce nasal swell body

    Article • American Journal of Otolaryngology, November 2021, Elsevier

    Dr Dmitrii Kaplun

  28. A deep learning model for classifying human facial expressions from infrared thermal images

    Article • Scientific Reports, October 2021, Springer Science + Business Media

    Dr Dmitrii Kaplun

  29. Cancer Cell Profiling Using Image Moments and Neural Networks with Model Agnostic Explainability: A Case Study of Breast Cancer Histopathological (BreakHis) Database

    Article • Mathematics, October 2021, MDPI AG

    Dr Dmitrii Kaplun

  30. Objective Video-Based Assessment of ADHD-Like Canine Behavior Using Machine Learning

    Article • Animals, September 2021, MDPI AG

    Dr Dmitrii Kaplun

  31. A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

    Article • Scientific Reports, July 2021, Springer Science + Business Media

    Dr Dmitrii Kaplun

  32. Toward Development of a Label-Free Detection Technique for Microfluidic Fluorometric Peptide-Based Biosensor Systems

    Article • Micromachines, June 2021, MDPI AG

    Dr Dmitrii Kaplun

  33. A New Method of Sign Detection in RNS Based on Modified Chinese Remainder Theorem

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  34. Design Reverse Converter for Balanced RNS with Three Low-cost Modules

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  35. Single Image Super-Resolution Method Based on Bilinear Interpolation and U-Net Combination

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  36. Automated Technology of Manufacturing the Below Knee Prosthetic Socket

    Article • January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  37. Development and Implementation of the H.264-Codec Deblocking Filter Based on the MIPS SIMD Architecture

    Article • January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  38. New technique to quantify chaotic dynamics based on differences between semi-implicit integration schemes

    Article • Communications in Nonlinear Science and Numerical Simulation, January 2021, Elsevier

    Dr Dmitrii Kaplun

  39. Automatic Animal Behavior Analysis: Opportunities for Combining Knowledge Representation with Machine Learning

    Article • Procedia Computer Science, January 2021, Elsevier

    Dr Dmitrii Kaplun

  40. Technique to Adjust Adaptive Digital Filter Coefficients in Residue Number System Based Filters

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun, Dr Kandarpa Kr Sarma

  41. Towards a Methodology for Data-Driven Automatic Analysis of Animal Behavioral Patterns

    Article • November 2020, ACM (Association for Computing Machinery)

    Dr Dmitrii Kaplun

  42. Solution of the Problem of Classification of Hydroacoustic Signals Based on Harmonious Wavelets and Machine Learning

    Article • Pattern Recognition and Image Analysis, July 2020, Pleiades Publishing Ltd

    Dr Dmitrii Kaplun

  43. Development of Classification Algorithms for the Detection of Postures Using Non-Marker-Based Motion Capture Systems

    Article • Applied Sciences, June 2020, MDPI AG

    Dr Dmitrii Kaplun

  44. High-Performance Hardware 3D Medical Imaging using Wavelets in the Residue Number System

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  45. Method for Determining Skin Lesions from Images Using Neural Network

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  46. Method of Oriented Contour Detection on Image Using Lorentz Function

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  47. Intraoperative Sphenoid Sinus Volume Measurement as an Alternative Technique to Intraoperative Computer Tomography

    Article • Diagnostics, May 2020, MDPI AG

    Dr Dmitrii Kaplun

  48. Three-Dimensional (3D) Model-Based Lower Limb Stump Automatic Orientation

    Article • Applied Sciences, May 2020, MDPI AG

    Dr Dmitrii Kaplun

  49. Classification of Hydroacoustic Signals Based on Harmonic Wavelets and a Deep Learning Artificial Intelligence System

    Article • Applied Sciences, April 2020, MDPI AG

    Dr Dmitrii Kaplun

  50. A Division Algorithm in a Redundant Residue Number System Using Fractions

    Article • Applied Sciences, January 2020, MDPI AG

    Dr Dmitrii Kaplun

  51. Low-Bit Hardware Implementation of DWT for 3D Medical Images Processing

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  52. Classification of Moduli Sets for Residue Number System With Special Diagonal Functions

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  53. Improving Calculation Accuracy of Digital Filters Based on Finite Field Algebra

    Article • Applied Sciences, December 2019, MDPI AG

    Dr Dmitrii Kaplun

  54. Computational Analysis of Movement Patterns of Dogs with ADHD-Like Behavior

    Article • Animals, December 2019, MDPI AG

    Dr Dmitrii Kaplun

  55. Designing forward converters for data transmission systems in two-level RNS

    Article • Journal of Physics Conference Series, October 2019, Institute of Physics Publishing

    Dr Dmitrii Kaplun

  56. Optimal Estimation of Wavelet Decomposition Level for a Matching Pursuit Algorithm

    Article • Entropy, August 2019, MDPI AG

    Dr Dmitrii Kaplun

  57. Hardware Implementation of Video Processing Device using Residue Number System

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  58. Memristive Circuit Simulation Using the Semi-Implicit Multistep Method

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  59. Construction of Residue Number System Using Hardware Efficient Diagonal Function

    Article • Electronics, June 2019, MDPI AG

    Dr Dmitrii Kaplun

  60. Implementation of Smoothing Image Filtering in the Residue Number System

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  61. Study of Vector Processor Architectures for Image Processing Using Model Profiling

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  62. Simulator of Hydroacoustic Signals for a Complex System of Underwater Environment

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  63. Wavelet Codes and Their Implementation for Protection of NAND Flash Memory

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  64. The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems

    Article • Entropy, April 2019, MDPI AG

    Dr Dmitrii Kaplun

  65. Structural and Informational Diversity of Digital Filters Based on Multivariate Arithmetic of Finite Field

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  66. One Technique to Enhance the Resolution of Discrete Fourier Transform

    Article • Electronics, March 2019, MDPI AG

    Dr Dmitrii Kaplun

  67. Trends in animal welfare and veterinary informatics

    Article • January 2019, American Institute of Physics

    Dr Dmitrii Kaplun

  68. Prediction of hearing aid benefit with the use of the matrix sentence test

    Article • January 2019, American Institute of Physics

    Dr Dmitrii Kaplun

  69. Analysis of Dogs’ Sleep Patterns Using Convolutional Neural Networks

    Article • January 2019, Springer Science + Business Media

    Dr Dmitrii Kaplun

  70. Automatic Estimation of Dog Age: The DogAge Dataset and Challenge

    Article • January 2019, Springer Science + Business Media

    Dr Dmitrii Kaplun

  71. A New Method for Adaptive Median Filtering of Images

    Article • January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  72. Analysis of the Quantization Noise of Linear Time-Invariant Filters for Image Processing

    Article • January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  73. Denoising Algorithm Based on EMD with Adaptive Adjustment of Coefficients

    Article • January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  74. Adaptive Signal Processing Algorithms Based on EMD and ITD

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  75. Animal Health Informatics: Towards a Generic Framework for Automatic Behavior Analysis Position Paper

    Article • January 2019, Scitepress

    Dr Dmitrii Kaplun

  76. Filtering Techniques for Chaotic Signal Processing

    Article • Electronics, December 2018, MDPI AG

    Dr Dmitrii Kaplun

  77. Optimization of the FIR Filter Structure in Finite Residue Field Algebra

    Article • Electronics, December 2018, MDPI AG

    Dr Dmitrii Kaplun

  78. Area-Efficient FPGA Implementation of Minimalistic Convolutional Neural Network Using Residue Number System

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  79. Improving pseudorandom generator on cellular automata with bent functions

    Article • September 2018, Polish Information Processing Society PTI

    Dr Dmitrii Kaplun

  80. Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for Image Processing

    Article • Electronics, August 2018, MDPI AG

    Dr Dmitrii Kaplun

  81. Method of decrease of discrete Fourier transform sidelobes without window functions

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  82. Compact Fixed-Point Filter Implementation

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  83. Adjustment of adaptive digital filter coefficients in modular codes

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  84. Application of adaptive matching based on wavelets for spectral analysis of signals

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  85. Application of non-positional codes for FIR-filter implementation using computers with CUDA technology

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  86. Empirical Mode Decomposition for Signal Preprocessing and Classification of Intrinsic Mode Functions

    Article • Pattern Recognition and Image Analysis, January 2018, Pleiades Publishing Ltd

    Dr Dmitrii Kaplun

  87. Signal denoising based on empirical mode decomposition

    Article • Journal of Vibroengineering, November 2017, JVE International Ltd.

    Dr Dmitrii Kaplun

  88. AMD codes based on wavelet transform

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  89. Adaptive techniques of signal processing

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  90. Application of harmonic wavelets to processing oscillating hydroacoustic signals

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  91. Development and evaluation of the program for auditory training in the correction of central auditory processing disorders

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  92. Improving the efficiency of modular digital filters in hydroacoustic monitoring tasks

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  93. Research and implementation of the algorithm for data de-identification for Internet of Things

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  94. Study of spatiotemporal processing algorithms for video and image processing

    Article • Pattern Recognition and Image Analysis, October 2017, Pleiades Publishing Ltd

    Dr Dmitrii Kaplun

  95. Vibrational and hydroacoustic signal processing in the frequency domain and its software-hardware implementation

    Article • Pattern Recognition and Image Analysis, July 2017, Pleiades Publishing Ltd

    Dr Dmitrii Kaplun

  96. New approaches to pattern discovery in signals via empirical mode decomposition

    Article • Vibroengineering PROCEDIA, June 2017, JVE International Ltd.

    Dr Dmitrii Kaplun

  97. Delta operator filter design for hydroacoustic tasks

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  98. Data representation in the modular code

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  99. Development and study of demodulators for frequency-hopping spread spectrum signals

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  100. Error correction of digital signal processing devices using non-positional modular codes

    Article • Automatic Control and Computer Sciences, May 2017, Allerton Press

    Dr Dmitrii Kaplun

  101. Evaluation of human auditory system immunity under central auditory processing disorders

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  102. Model of computation accuracy in modular digital filters

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  103. Signal processing in the frequency domain using wavelets

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  104. The choice between delta and shift operators for low-precision data representation

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  105. DE-IDENTIFICATION TECHNIQUE FOR IOT WIRELESS SENSOR NETWORK PRIVACY PROTECTION

    Article • Jurnal Ilmu Komputer dan Informasi, February 2017, Faculty of Computer Science, Universitas Indonesia

    Dr Dmitrii Kaplun

  106. Adaptive algorithm for hydroacoustic signal processing

    Article • January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  107. Development and study of demodulation techniques for frequency-modulated signals

    Article • January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  108. Development of cooperation between saint-petersburg electrotechnical university “LETI” and “Oceanpribor” regarding the implementation of knowledge-intensive hydroacoustic monitoring system production

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  109. Organization of project activities in the field of software-hardware tool design for communication systems

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  110. Signal classification and software–hardware implementation of digital filter banks based on field-programmable gate arrays and compute unified device architecture

    Article • Pattern Recognition and Image Analysis, July 2016, Pleiades Publishing Ltd

    Dr Dmitrii Kaplun

  111. Implementation of non-positional digital filters

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  112. Parallel-pipeline implementation of digital signal processing techniques based on modular codes

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  113. Implementation of digital filters in the residue number system

    Article • February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  114. Simulation of digital filter banks and signal classification in wideband monitoring tasks

    Article • Automatic Control and Computer Sciences, September 2015, Allerton Press

    Dr Dmitrii Kaplun

  115. Multichannel filter bank implementation and prototype-filter design based on magnitude response symmetrization

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  116. Digital filter bank implementation in hydroacoustic monitoring tasks

    Article • PRZEGLĄD ELEKTROTECHNICZNY, February 2015, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    Dr Dmitrii Kaplun

  117. Digital filter bank implementation and signal classification on the basis of CUDA

    Article • February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  118. Multichannel WOLA algorithm in hydroacoustic monitoring and radio monitioring tasks and its computer simulation in MATLAB

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  119. Multichannel WOLA algorithm in hydroacoustic monitoring tasks and its computer simulation in MATLAB

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun

  120. Application of polyphase filter banks to wideband monitoring tasks

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun