Multimodal corpus design for audio-visual speech recognition in vehicle cabin

A Kashevnik, I Lashkov, A Axyonov, D Ivanko… - IEEE …, 2021 - ieeexplore.ieee.org
This paper introduces a new methodology aimed at comfort for the driver in-the-wild
multimodal corpus creation for audio-visual speech recognition in driver monitoring systems …

Edge-Computing-Empowered Vehicle Tracking and Speed Estimation Against Strong Image Vibrations Using Surveillance Monocular Camera

I Lashkov, R Yuan, G Zhang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
A significant number of camera-based solutions suffer from different kinds of performance
issues, caused by unstable weather conditions eg, wind, object overlapping due to heavy …

Decision support system for drivers & passengers: Smartphone-based reference model and evaluation

A Kashevnik, I Lashkov - 2018 23rd Conference of Open …, 2018 - ieeexplore.ieee.org
Last years, decision support systems brought a lot of new possibilities for the people.
Developing such technologies as context-aware recommendations, personification, cloud …

Dangerous situation prediction and driving statistics accumulation using smartphone

A Kashevnik, A Fedotov… - … Conference on Intelligent …, 2018 - ieeexplore.ieee.org
The paper describes a system for dangerous situations prediction and driving statistics
accumulation & analisys using the personal smartphone munted in the vehicle windshield …

Context-based rider assistant system for two wheeled self-balancing vehicles

J Kim, K Sato, N Hashimoto, AM Kashevnik… - Информатика и …, 2019 - ia.spcras.ru
Personal mobility devises become more and more popular last years. Gyroscooters, two
wheeled self-balancing vehicles, wheelchair, bikes, and scooters help people to solve the …

Web-service for drive safely system user analysis: Architecture and implementation

A Fedotov, I Lashkov… - 2018 22nd Conference of …, 2018 - ieeexplore.ieee.org
Drive Safely is a mobile application that is aimed at dangerous situation determination while
driving based on information from a smartphone front-facing camera and sensors. The …

Context-based cyclist intelligent support: An approach to e-bike control based on smartphone sensors

A Kashevnik, F Pilla, G Russo, D Timoney… - Internet of Things, Smart …, 2018 - Springer
Electrically assisted bicycles (e-bikes or pedelecs) have recently become popular as a
means of personal transportation, particularly in cities. Pedelecs allow people to combine …

[HTML][HTML] Онтологическая модель системы предупреждения аварийных ситуаций на основе поведения водителя в кабине транспортного средства

ИБ Лашков, АМ Кашевник - Интеллектуальные технологии на …, 2018 - cyberleninka.ru
Рассматриваются вопросы создания систем активной безопасности, позволяющих
снизить вероятность возникновения дорожно-транспортного происшествия. Такие …

Detection of yawning in driver behavior based a convolutional neural network

IB Lashkov - Journal Scientific and Technical Of Information …, 2022 - ntv.ifmo.ru
Among the factors that usually cause road accidents in the world is driver fatigue, which
accumulates during the trip or is present even before it begins. One of the most common …

НАУЧНО-ТЕХНИЧЕСКИЙ ВЕСТНИК ИНФОРМАЦИОННЫХ ТЕХНОЛОГИЙ, МЕХАНИКИ И ОПТИКИ

ИБ ЛАШКОВ - НАУЧНО-ТЕХНИЧЕСКИЙ ВЕСТНИК …, 2022 - elibrary.ru
Предмет исследования. Среди факторов, потенциально являющихся причиной
возникновения дорожно-транспортных происшествий, является усталость водителя …