DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation

21 July 2021

Papers citing "DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation"

25 / 25 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 21 0 0 12 May 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 50 0 0 15 Mar 2025
NsBM-GAT: A Non-stationary Block Maximum and Graph Attention Framework for General Traffic Crash Risk Prediction Kequan Chen Pan Liu Yuxuan Wang David Z. W. Wang Yifan Dai Zhibin Li 43 0 0 06 Mar 2025
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 63 0 0 05 Mar 2025
Can Reasons Help Improve Pedestrian Intent Estimation? A Cross-Modal Approach Vaishnavi Khindkar V. Balasubramanian Chetan Arora A. Subramanian C. V. Jawahar 69 0 0 20 Nov 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 29 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
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction Dongyang Xu Qingfan Wang Ji Ma Xiangyun Zeng Lei Chen 19 0 0 24 Jul 2024
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves Tayssir Bouraffa Elias Kjellberg Carlson Erik Wessman Ali Nouri Pierre Lamart Christian Berger 11 0 0 15 Jul 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 20 14 0 01 Mar 2024
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Balint Gyevnar Cheng Wang Steven Peters Stefano V. Albrecht XAI 14 26 0 08 Feb 2024
Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction Korawat Charoenpitaks Van-Quang Nguyen Masanori Suganuma Masahiro Takahashi Ryoma Niihara Takayuki Okatani 22 1 0 07 Oct 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 8 24 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 12 1 0 25 Aug 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 17 2 0 01 Aug 2023
CUEING: a lightweight model to Capture hUman attEntion In driviNG Linfeng Liang Yao Deng Yang Zhang Jianchao Lu Chen Wang Quan Z. Sheng Xi Zheng 12 1 0 25 May 2023
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model Sumit Mishra Medhavi Mishra Taeyoung Kim Dongsoo Har DiffM 13 1 0 15 Feb 2023
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation Hilmil Pradana Minh-Son Dao K. Zettsu 8 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 21 13 0 19 Dec 2022
Reinforcement Learning for Predicting Traffic Accidents I. Cho Praveenbalaji Rajendran Taeyoung Kim Dongsoo Har 6 4 0 09 Dec 2022
FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen Zhixiong Nan Tao Xiang 16 5 0 05 Dec 2022
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 42 44 0 01 Nov 2022
An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin 16 3 0 16 Sep 2022
Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications Tom Hickling Abdelhafid Zenati Nabil Aouf P. Spencer XAI AI4TS 22 22 0 05 Jul 2022
Exploring Event-driven Dynamic Context for Accident Scene Segmentation Jiaming Zhang Kailun Yang Rainer Stiefelhagen 17 27 0 09 Dec 2021