CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis

16 September 2018

Ankit Parag Shah

Jean-Baptiste Lamare

Tuan Nguyen-Anh

Alexander G. Hauptmann

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Papers citing "CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis"

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Title
Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions Yi Zhang Wenye Zhou Ruonan Lin Xin Yang Hao Zheng 31 0 0 12 May 2025
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports Xinsong Zhang Qian Zhang Longfei Han Qiang Qu Xiaoming Chen VGen 67 0 0 26 Mar 2025
Towards Vision Zero: The Accid3nD Dataset Walter Zimmer Ross Greer Daniel Lehmberg Marc Pavel Holger Caesar ... Mohan M. Trivedi Rui Song Hu Cao Akshay Gopalkrishnan Alois C. Knoll 55 0 0 15 Mar 2025
C-Drag: Chain-of-Thought Driven Motion Controller for Video Generation Yuhao Li Mirana Claire Angel Salman Khan Yu Zhu Jinqiu Sun Yanning Zhang Fahad Shahbaz Khan VGen 51 0 0 27 Feb 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 2024
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis Nishq Poorav Desai Ali Etemad Michael A. Greenspan 40 0 0 30 Sep 2024
IncidentNet: Traffic Incident Detection, Localization and Severity Estimation with Sparse Sensing Sai Shashank Peddiraju Xiang Liu Ning Wang Shiguo Lian 17 0 0 02 Aug 2024
A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook Mingyu Liu Ekim Yurtsever Jonathan Fossaert Xingcheng Zhou Walter Zimmer Yuning Cui B. L. Žagar Alois Knoll 61 36 0 02 Jan 2024
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios Lihao Liu Yanqi Cheng Zhongying Deng Shujun Wang Dongdong Chen Xiaowei Hu Pietro Lio Carola-Bibiane Schönlieb Angelica Aviles-Rivero 47 1 0 30 Nov 2023
Toward Planet-Wide Traffic Camera Calibration Khiem Vuong R. Tamburo S. Narasimhan 13 7 0 06 Nov 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 21 26 0 30 Aug 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 25 1 0 25 Aug 2023
A Study of Situational Reasoning for Traffic Understanding Jiarui Zhang Filip Ilievski Kaixin Ma Aravinda Kollaa Jonathan M Francis A. Oltramari 16 13 0 05 Jun 2023
A POV-based Highway Vehicle Trajectory Dataset and Prediction Architecture Vinit Katariya Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi AI4TS 26 4 0 10 Mar 2023
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 36 13 0 19 Dec 2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations Jiarui Zhang Filip Ilievski Aravinda Kollaa Jonathan M Francis Kaixin Ma A. Oltramari 16 2 0 04 Dec 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network T. K. Vijay Yash Raghuwanshi D. P. Dogra Heeseung Choi Ig-Jae Kim 16 17 0 02 Nov 2022
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu Chuwen Huang Yibing Nan Kai Wang 35 8 0 26 Sep 2022
Detection of road traffic crashes based on collision estimation M. Essam Nagia M. Ghanem M. Ismail 11 4 0 26 Jul 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 33 39 0 07 Mar 2022
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 27 39 0 21 Jul 2021
ADNet: Temporal Anomaly Detection in Surveillance Videos H. Öztürk Ahmet Burak Can 13 15 0 14 Apr 2021
Monocular 3D Vehicle Detection Using Uncalibrated Traffic Cameras through Homography Minghan Zhu Songan Zhang Yuanxin Zhong Pingping Lu H. Peng John K. Lenneman 34 25 0 29 Mar 2021
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks Ramna Maqsood UI. Bajwa Gulshan Saleem R. H. Raza MW. Anwar 8 2 0 04 Jan 2021
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 24 132 0 01 Aug 2020
Video Anomaly Detection for Smart Surveillance Sijie Zhu Chong Chen Waqas Sultani 14 34 0 01 Apr 2020
Training-free Monocular 3D Event Detection System for Traffic Surveillance Lijun Yu Peng Chen Wenhe Liu Guoliang Kang Alexander G. Hauptmann 6 11 0 01 Feb 2020
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data A. Parsa R. Chauhan Homa Taghipour S. Derrible A. Mohammadian 6 18 0 15 Dec 2019
Detection of Collision-Prone Vehicle Behavior at Intersections using Siamese Interaction LSTM Debaditya Roy Tetsuhiro Ishizaka C. K. Mohan A. Fukuda 33 93 0 10 Dec 2019
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection Sara Beery Guanhang Wu V. Rathod Ronny Votel Jonathan Huang ObjD 14 112 0 07 Dec 2019
Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection Jeffrey Liu A. Weinert Saurabh Amin 10 1 0 17 May 2019
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video Xiaohui Huang Pan He Anand Rangarajan Sanjay Ranka 13 54 0 04 Jan 2019