Igor Lashkov

32 papers A 1B 1C 1Misc 7Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Markov chain Monte Carlo-driven exploration and refinement for CGAN-based synthetic image generation for rail surface defect segmentation.
Expert Syst. Appl.
Shanglian Zhou, Igor Lashkov, Amanda Nitta, Hanyi Yang, Cong Chen, Changjian Zhang, Shuang Sun, Yiwei Wang, Yifan Xu, Zhixia Li, Hao Xu, Yin Yang, Guohui Zhang
2025 J jnl
Deep learning-based vehicle detection and tracking from roadside LiDAR data through robust affinity fusion.
Expert Syst. Appl.
Shanglian Zhou, Hanyi Yang, Igor Lashkov, Cong Chen, Hao Xu, Guohui Zhang, Yin Yang
2025 J jnl
Machine learning-based vehicle detection and tracking based on headlight extraction and GMM clustering under low illumination conditions.
Expert Syst. Appl.
Igor Lashkov, Runze Yuan, Guohui Zhang
2025 J jnl
Optimized Long Short-Term Memory Network for LiDAR-Based Vehicle Trajectory Prediction Through Bayesian Optimization.
IEEE Trans. Intell. Transp. Syst.
Shanglian Zhou, Igor Lashkov, Hao Xu, Guohui Zhang, Yin Yang
2024 J jnl
Computing-efficient video analytics for nighttime traffic sensing.
Comput. Aided Civ. Infrastructure Eng.
Igor Lashkov, Runze Yuan, Guohui Zhang
2023 J jnl
Edge-Computing-Empowered Vehicle Tracking and Speed Estimation Against Strong Image Vibrations Using Surveillance Monocular Camera.
IEEE Trans. Intell. Transp. Syst.
Igor Lashkov, Runze Yuan, Guohui Zhang
2023 J jnl
Edge-Computing-Facilitated Nighttime Vehicle Detection Investigations With CLAHE-Enhanced Images.
IEEE Trans. Intell. Transp. Syst.
Igor Lashkov, Runze Yuan, Guohui Zhang
2022 A conf
DAVIS: Driver's Audio-Visual Speech recognition.
INTERSPEECH
Denis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, Alexey Karpov
2022 B conf
MIDriveSafely: Multimodal Interaction for Drive Safely.
ICMI
Denis Ivanko, Alexey M. Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, Alexey Karpov
2021 — conf
A Multimodal Approach to Psycho-Emotional State Detection of a Vehicle Driver.
IntelliSys (2)
Igor Lashkov, Alexey M. Kashevnik
2021 — conf
Aggressive Behavior Detection Based on Driver Heart Rate and Hand Movement Data.
ITSC
Igor Lashkov, Alexey M. Kashevnik
2021 J jnl
Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin.
IEEE Access
Alexey M. Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, Alexey Karpov
2020 — conf
Dangerous State Detection in Vehicle Cabin Based on Audiovisual Analysis with Smartphone Sensors.
IntelliSys (1)
Igor Lashkov, Alexey M. Kashevnik, Nikolay Shilov
2020 J jnl
Human Psychophysiological Activity Estimation Based on Smartphone Camera and Wearable Electronics.
Future Internet
Alexey M. Kashevnik, Mikhail Kruglov, Igor Lashkov, Nikolay Teslya, Polina Mikhailova, Evgeny Ripachev, Vladislav Malutin, Nikita Saveliev, Igor Ryabchikov
2020 J jnl
Methodology and Mobile Application for Driver Behavior Analysis and Accident Prevention.
IEEE Trans. Intell. Transp. Syst.
Alexey M. Kashevnik, Igor Lashkov, Andrei V. Gurtov
2020 Misc conf
Seat Belt Fastness Detection Based on Image Analysis from Vehicle In-abin Camera.
FRUCT
Alexey M. Kashevnik, Ammar Ali, Igor Lashkov, Nikolay Shilov
2019 — conf
Driver Dangerous State Detection Based on OpenCV & Dlib Libraries Using Mobile Video Processing.
CSE/EUC
Igor Lashkov, Alexey M. Kashevnik, Nikolay Shilov, Vladimir Parfenov, Anton I. Shabaev
2019 — conf
Driver Intelligent Support System in Internet of Transportation Things: Smartphone-Based Approach.
SoSE
Alexey M. Kashevnik, Igor Lashkov, Nikolay Teslya
2019 — conf
Intelligent Driver Decision Support System in Vehicle Cabin: Reference Model for Dangerous Events Recognition and Learning.
ICCA
Alexey M. Kashevnik, Igor Lashkov
2019 — conf
Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction Interface.
ICR
Alexey M. Kashevnik, Igor Lashkov, Dmitry Ryumin, Alexey Karpov
2019 — conf
Smartphone-Based Intelligent Driver Assistant: Context Model and Dangerous State Recognition Scheme.
IntelliSys (2)
Igor Lashkov, Alexey M. Kashevnik
2018 — conf
Dangerous Situation Prediction and Driving Statistics Accumulation Using Smartphone.
IEEE Conf. on Intelligent Systems
Alexey M. Kashevnik, Alexander Fedotov, Igor Lashkov
2018 Misc conf
Decision Support System for Drivers & Passengers: Smartphone-Based Reference Model and Evaluation.
FRUCT
Alexey M. Kashevnik, Igor Lashkov
2018 — conf
Ontology-Based Human-Robot Interaction: An Approach and Case Study on Adaptive Remote Control Interface.
ICR
Alexey M. Kashevnik, Darya Kalyazina, Vladimir Parfenov, Anton I. Shabaev, Olesya Baraniuc, Igor Lashkov, Maksim V. Khegai
2018 Misc conf
Web-Service for Drive Safely System User Analysis: Architecture and Implementation.
FRUCT
Aleksandr Fedotov, Igor Lashkov, Alexey M. Kashevnik
2017 Misc conf
Context-based driver support system development: Methodology and case study.
FRUCT
Alexey M. Kashevnik, Igor Lashkov, Vladimir Parfenov, Nikolay Mustafin, Olesya Baraniuc
2016 C conf
Driver Assistant in Automotive Socio-cyberphysical System - Reference Model and Case Study.
VEHITS
Alexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Igor Lashkov
2016 — conf
Human-Smartphone Interaction for Dangerous Situation Detection and Recommendation Generation While Driving.
SPECOM
Alexander V. Smirnov, Alexey M. Kashevnik, Igor Lashkov
2016 Misc conf
Smartphone-based identification of dangerous driving situations: Algorithms and implementation.
FRUCT
Alexander V. Smirnov, Alexey M. Kashevnik, Igor Lashkov, Olesya Baraniuc, Vladimir Parfenov
2016 Misc conf
Use cases for rider assistant mobile application evaluation using travelling simulator.
FRUCT
Naohisa Hashimoto, Takashi Okuma, Seiichi Miyakoshi, Kohji Tomita, Osamu Matsumoto, Alexander V. Smirnov, Alexey M. Kashevnik, Igor Lashkov
2015 — conf
Ontology-Based Approach and Implementation of ADAS System for Mobile Device Use While Driving.
KESW
Igor Lashkov, Alexander V. Smirnov, Alexey M. Kashevnik, Vladimir Parfenov
2015 Misc conf
Smartphone-based two-wheeled self-balancing vehicles rider assistant.
FRUCT
Alexander V. Smirnov, Alexey M. Kashevnik, Igor Lashkov, Naohisa Hashimoto, Ali Boyali