A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees

14 April 2021

Papers citing "A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees"

24 / 24 papers shown

Title
CoT-VLM4Tar: Chain-of-Thought Guided Vision-Language Models for Traffic Anomaly Resolution Tianchi Ren Haibo Hu Jiacheng Zuo Xinhong Chen Jianping Wang Chun Jason Xue Jen-Ming Wu Nan Guan 68 0 0 03 Mar 2025
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories Giacomo DÁmicantonio Egor Bondarau Peter H. N. de With AI4TS 55 0 0 19 Apr 2024
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets D. Tran Armstrong Aboah Yuntae Jeon Maged Shoman Minsoo Park Seunghee Park 46 6 0 15 Apr 2024
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis Maged Shoman Dongdong Wang Armstrong Aboah Mohamed Abdel-Aty 37 13 0 12 Apr 2024
Label-Free Multivariate Time Series Anomaly Detection Qihang Zhou Shibo He Haoyu Liu Jiming Chen Wenchao Meng AI4TS 32 10 0 17 Dec 2023
MSight: An Edge-Cloud Infrastructure-based Perception System for Connected Automated Vehicles Rusheng Zhang Depu Meng Shengyin Shen Zhengxia Zou Houqiang Li Henry X. Liu 25 4 0 08 Oct 2023
STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision Prediction Cristina González Nicolás Ayobi Felipe Escallón Laura Baldovino-Chiquillo Maria Wilches-Mogollón ... Nicole Ramírez José Pinzón Olga L. Sarmiento D. A. Quistberg Pablo Arbelaez 35 1 0 25 Aug 2023
Robust Roadside Perception: an Automated Data Synthesis Pipeline Minimizing Human Annotation Rusheng Zhang Depu Meng Lance Bassett Shengyin Shen Zhengxia Zou Henry X. Liu OffRL 24 7 0 29 Jun 2023
Real-Time Helmet Violation Detection Using YOLOv5 and Ensemble Learning Geoffery Agorku Divine Y. Agbobli Vuban Chowdhury Kwadwo Amankwah-Nkyi Adedolapo Ogungbire Portia Ankamah Lartey Armstrong Aboah 33 6 0 14 Apr 2023
SigSegment: A Signal-Based Segmentation Algorithm for Identifying Anomalous Driving Behaviours in Naturalistic Driving Videos Kelvin Kwakye Younho Seong Armstrong Aboah Sun Yi 23 0 0 13 Apr 2023
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8 Armstrong Aboah Bin Wang Ulas Bagci Y. Adu-Gyamfi 43 115 0 13 Apr 2023
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos Armstrong Aboah Ulas Bagci Abdul Rashid Mussah Neema Jasika Owor Y. Adu-Gyamfi 42 10 0 13 Apr 2023
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment Armstrong Aboah Abdul Rashid Mussah Y. Adu-Gyamfi 30 4 0 23 Jan 2023
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 40 21 0 09 Nov 2022
Rethinking the Detection Head Configuration for Traffic Object Detection Yi Shi Jiang Wu Shixuan Zhao Gangyao Gao T. Deng Hongmei Yan ObjD 24 5 0 08 Oct 2022
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu Chuwen Huang Yibing Nan Kai Wang 37 8 0 26 Sep 2022
Travel Time, Distance and Costs Optimization for Paratransit Operations using Graph Convolutional Neural Network Kelvin Kwakye Younho Seong Sun Yi GNN AI4TS 11 1 0 21 May 2022
A Region-Based Deep Learning Approach to Automated Retail Checkout Maged Shoman Armstrong Aboah Alex Morehead Ye Duan Abdulateef Daud Y. Adu-Gyamfi 41 22 0 18 Apr 2022
Classification of Anuran Frog Species Using Machine Learning Miriam Alabi 16 2 0 09 Dec 2021
Machine Learning-Based Classification Algorithms for the Prediction of Coronary Heart Diseases Kelvin Kwakye E. Dadzie 16 9 0 02 Dec 2021
Deep Video Anomaly Detection: Opportunities and Challenges Jing Ren Feng Xia Ye Liu Ivan Lee 12 39 0 11 Oct 2021
An Uncertainty-aware Loss Function for Training Neural Networks with Calibrated Predictions Afshar Shamsi Hamzeh Asgharnezhad AmirReza Tajally Saeid Nahavandi Henry Leung UQCV 46 6 0 07 Oct 2021
The 5th AI City Challenge M. Naphade Shuo Wang D. Anastasiu Zheng Tang Ming-Ching Chang ... C. López Anuj Sharma Qi Feng Vitaly Ablavsky Stan Sclaroff 61 86 0 25 Apr 2021
CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines Soorena Salari N. Sadati 12 0 0 24 Nov 2020