Papers Sensor Modeling
“Sensor Modeling” 태그가 달린 논문 25편 · 필터 해제
Understanding Cyber Athletes Behaviour Through a Smart Chair: CS:GO and Monolith Team Scenario
eSports is the rapidly developing multidisciplinary domain. However, research and experimentation in eSports are in the infancy. In this work, we propose a smart chair platform - an unobtrusive approach to the collection…
BIG-bench Machine LearningFeature EngineeringFeature ImportanceFPS Games+4eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair
Today's competition between the professional eSports teams is so strong that in-depth analysis of players' performance literally crucial for creating a powerful team. There are two main approaches to such an estimation: …
Feature EngineeringFeature ImportanceFPS GamesSensor Modeling+3End-to-end sensor modeling for LiDAR Point Cloud
Advanced sensors are a key to enable self-driving cars technology. Laser scanner sensors (LiDAR, Light Detection And Ranging) became a fundamental choice due to its long-range and robustness to low light driving conditio…
BIG-bench Machine LearningSelf-Driving CarsSensor ModelingLiDAR Sensor modeling and Data augmentation with GANs for Autonomous driving
In the autonomous driving domain, data collection and annotation from real vehicles are expensive and sometimes unsafe. Simulators are often used for data augmentation, which requires realistic sensor models that are har…
Autonomous DrivingData AugmentationImage-to-Image TranslationPoint Cloud Generation+3Semi-supervised Approach to Soft Sensor Modeling for Fault Detection in Industrial Systems with Multiple Operation Modes
In industrial systems, certain process variables that need to be monitored for detecting faults are often difficult or impossible to measure. Soft sensor techniques are widely used to estimate such difficult-to-measure p…
Fault DetectionSensor Modeling