Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization

18 May 2017

Papers citing "Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization"

26 / 26 papers shown

Title
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 66 0 0 05 Mar 2025
GNN-based Decentralized Perception in Multirobot Systems for Predicting Worker Actions A. Imran Giovanni Beltrame David St-Onge AI4CE 33 1 0 08 Jan 2025
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 34 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 21 5 0 25 Jul 2024
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 32 5 0 04 Dec 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning Enna Sachdeva Nakul Agarwal Suhas Chundi Sean Roelofs Jiachen Li Mykel Kochenderfer Chiho Choi Behzad Dariush 25 47 0 12 Sep 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 13 25 0 30 Aug 2023
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 94 87 0 22 Sep 2022
An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin 21 3 0 16 Sep 2022
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 14 39 0 21 Jul 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction He Zhao Richard P. Wildes 14 8 0 11 Jul 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 29 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 19 54 0 18 Jun 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 32 169 0 13 Jan 2021
Bifold and Semantic Reasoning for Pedestrian Behavior Prediction Amir Rasouli Mohsen Rohani Jun-Jie Luo 40 52 0 06 Dec 2020
Multi-Modal Hybrid Architecture for Pedestrian Action Prediction Amir Rasouli Tiffany Yau Mohsen Rohani Jun-Jie Luo 31 43 0 16 Nov 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 14 131 0 01 Aug 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 29 42 0 30 Jun 2020
Global Feature Aggregation for Accident Anticipation Mishal Fatima Muhammad Umar Karim Khan C. Kyung 9 19 0 16 Jun 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 42 109 0 13 May 2020
Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference Chengxi Li Stanley H. Chan Yi-Ting Chen CML 76 51 0 05 Mar 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 19 150 0 20 Feb 2020
Forecasting future action sequences with attention: a new approach to weakly supervised action forecasting Yan Bin Ng Basura Fernando AI4TS 14 34 0 10 Dec 2019
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB Tomoyuki Suzuki Hirokatsu Kataoka Y. Aoki Y. Satoh 6 108 0 08 Apr 2018
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 19 61 0 19 Aug 2017