SaliencyMix+: Noise-Minimized Image Mixing Method With Saliency Map in Data Augmentation.
IEEE Access, 2025
FLAMe: Federated Learning with Attention Mechanism using Spatio-Temporal Keypoint Transformers for Pedestrian Fall Detection in Smart Cities.
CoRR, 2024
A novel approach for reliable pedestrian trajectory collection with behavior-based trajectory reconstruction for urban surveillance systems.
Adv. Eng. Softw., 2024
Deep Learning and Geometry Flow Vector Using Estimating Vehicle Cuboid Technology in a Monovision Environment.
Sensors, September, 2023
Vision-Based Pedestrian's Crossing Risky Behavior Extraction and Analysis for Intelligent Mobility Safety System.
Sensors, 2022
Identifying the exterior image of buildings on a 3D map and extracting elevation information using deep learning and digital image processing.
CoRR, 2022
Deep Learning-based Approach on Risk Estimation of Urban Traffic Accidents.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Asymmetric Long-Term Graph Multi-Attention Network for Traffic Speed Prediction.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Analyzing vehicle pedestrian interactions combining data cube structure and predictive collision risk estimation model.
CoRR, 2021
Automated Object Behavioral Feature Extraction for Potential Risk Analysis based on Video Sensor.
CoRR, 2021
Vision based Pedestrian Potential Risk Analysis based on Automated Behavior Feature Extraction for Smart and Safe City.
CoRR, 2021
A novel method of predictive collision risk area estimation for proactive pedestrian accident prevention system in urban surveillance infrastructure.
CoRR, 2021
Vision-based Overhead Front Point Recognition of Vehicles for Traffic Safety Analysis.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Movement Classification based on Acceleration Spectrogram with Dynamic Time Warping Method.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017