Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB

8 April 2018

Papers citing "Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB"

41 / 41 papers shown

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
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 71 1 0 05 Mar 2025
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance Zhixiong Nan Yilong Chen Tianfei Zhou Tao Xiang 74 0 0 26 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
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling Haicheng Liao Yongkang Li Chengyue Wang Songning Lai Zhenning Li Zilin Bian Jaeyoung Lee Zhiyong Cui Guohui Zhang Chengzhong Xu 38 8 0 02 Sep 2024
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions Haicheng Liao Haoyu Sun Huanming Shen Chengyue Wang Kahou Tam Chunlin Tian Li Li Chengzhong Xu Zhenning Li 34 6 0 25 Jul 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu Peng Xia Lin Wang Siyuan Yan Feilong Tang ... Xuelian Cheng Jun Cheng Chi Liu Kaijing Zhou Zongyuan Ge 48 17 0 11 Jun 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 40 16 0 05 Apr 2024
Abductive Ego-View Accident Video Understanding for Safe Driving Perception Jianwu Fang Lei-lei Li Junfei Zhou Junbin Xiao Hongkai Yu Chen Lv Jianru Xue Tat-Seng Chua 37 14 0 01 Mar 2024
Traffic Incident Database with Multiple Labels Including Various Perspective Environmental Information Shota Nishiyama Takuma Saito Ryo Nakamura Go Ohtani Hirokatsu Kataoka Kensho Hara 32 0 0 17 Dec 2023
RiskBench: A Scenario-based Benchmark for Risk Identification Chi-Hsi Kung Chieh-Chi Yang Pang-Yuan Pao Shu-Wei Lu Pin-Lun Chen Hsin-Cheng Lu Yi-Ting Chen 42 5 0 04 Dec 2023
Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction Korawat Charoenpitaks Van-Quang Nguyen Masanori Suganuma Masahiro Takahashi Ryoma Niihara Takayuki Okatani 30 1 0 07 Oct 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 26 7 0 29 Sep 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 21 27 0 30 Aug 2023
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation Hilmil Pradana Minh-Son Dao K. Zettsu 29 5 0 06 Jan 2023
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 41 13 0 19 Dec 2022
Reinforcement Learning for Predicting Traffic Accidents I. Cho Praveenbalaji Rajendran Taeyoung Kim Dongsoo Har 13 4 0 09 Dec 2022
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 57 44 0 01 Nov 2022
Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action Anticipation Sayontan Ghosh Tanvi Aggarwal Minh Hoai Niranjan Balasubramanian VLM 20 4 0 12 Oct 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 40 0 07 Mar 2022
Exploring Event-driven Dynamic Context for Accident Scene Segmentation Jiaming Zhang Kailun Yang Rainer Stiefelhagen 36 27 0 09 Dec 2021
Crash Report Data Analysis for Creating Scenario-Wise, Spatio-Temporal Attention Guidance to Support Computer Vision-based Perception of Fatal Crash Risks Yu Li Muhammad Monjurul Karim Ruwen Qin 9 14 0 06 Sep 2021
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 27 39 0 21 Jul 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction He Zhao Richard P. Wildes 22 8 0 11 Jul 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 42 6 0 24 Jun 2021
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 27 55 0 18 Jun 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1 I. Ebert‐Uphoff Ryan Lagerquist Kyle Hilburn Yoonjin Lee Katherine Haynes Jason Stock C. Kumler J. Stewart 24 20 0 17 Jun 2021
The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy Optimization Taiki Miyagawa Akinori F. Ebihara 25 3 0 28 May 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 48 170 0 13 Jan 2021
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 30 132 0 01 Aug 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 37 42 0 30 Jun 2020
Global Feature Aggregation for Accident Anticipation Mishal Fatima Muhammad Umar Karim Khan C. Kyung 16 19 0 16 Jun 2020
Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy Akinori F. Ebihara Taiki Miyagawa K. Sakurai Hitoshi Imaoka 10 0 0 10 Jun 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 47 109 0 13 May 2020
When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos Yu Yao Xizi Wang Mingze Xu Zelin Pu E. Atkins David J. Crandall 29 44 0 06 Apr 2020
Detection of Collision-Prone Vehicle Behavior at Intersections using Siamese Interaction LSTM Debaditya Roy Tetsuhiro Ishizaka C. K. Mohan A. Fukuda 36 93 0 10 Dec 2019
DADA-2000: Can Driving Accident be Predicted by Driver Attention? Analyzed by A Benchmark Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue He Wang Sen Li 19 56 0 23 Apr 2019
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video Xiaohui Huang Pan He Anand Rangarajan Sanjay Ranka 27 54 0 04 Jan 2019
Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving Junyao Guo Unmesh Kurup Mohak Shah 19 52 0 27 Nov 2018
Failure Prediction for Autonomous Driving Simon Hecker Dengxin Dai Luc Van Gool 28 57 0 04 May 2018
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 12 37 0 07 Apr 2018