Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark

19 December 2022

Jianwu Fang

Jianru Xue

Papers citing "Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark"

33 / 33 papers shown

Title
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 73 53 0 14 Nov 2022
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning Jianwu Fang C. Zhu Pu Zhang Hongkai Yu Jianru Xue 75 16 0 02 Nov 2022
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 90 45 0 01 Nov 2022
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 129 91 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 46 3 0 16 Sep 2022
Equivariant and Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Tat-Seng Chua 49 25 0 26 Jul 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 96 538 0 13 Jun 2022
Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Wei Ji Tat-Seng Chua OOD 49 96 0 06 Jun 2022
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering Junbin Xiao Angela Yao Zhiyuan Liu Yicong Li Wei Ji Tat-Seng Chua 46 113 0 12 Dec 2021
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction Arnav V. Malawade S. Yu Brandon Hsu Deepan Muthirayan Pramod P. Khargonekar Mohammad Abdullah Al Faruque 87 59 0 11 Nov 2021
Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving Zihao Sheng Yunwen Xu Shibei Xue Dewei Li GNN 56 129 0 27 Sep 2021
Maneuver-based Trajectory Prediction for Self-driving Cars Using Spatio-temporal Convolutional Networks Benedikt Mersch Thomas Höllen Kun-li Zhao C. Stachniss R. Roscher 53 34 0 15 Sep 2021
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 44 40 0 21 Jul 2021
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 45 56 0 18 Jun 2021
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction Yu Yao E. Atkins Matthew Johnson-Roberson Ram Vasudevan Xiaoxiao Du 40 34 0 10 May 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Li Xu He Huang Jun Liu ViT LRM 60 83 0 29 Mar 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 80 170 0 13 Jan 2021
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 61 137 0 01 Aug 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 44 63 0 08 Jun 2020
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification Zhedong Zheng Tao Ruan Yunchao Wei Yi Yang Tao Mei 47 151 0 14 Apr 2020
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization Zhedong Zheng Yunchao Wei Yi Yang 18 236 0 27 Feb 2020
DADA: Driver Attention Prediction in Driving Accident Scenarios Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue Hongkai Yu 53 108 0 18 Dec 2019
MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning Sonia Baee Erfan Pakdamanian Inki Kim Lu Feng Vicente Ordonez Laura E. Barnes 41 47 0 17 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 44 57 0 23 Apr 2019
Unsupervised Traffic Accident Detection in First-Person Videos Yu Yao Mingze Xu Yuchen Wang David J. Crandall E. Atkins 66 140 0 02 Mar 2019
CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis Ankit Parag Shah Jean-Baptiste Lamare Tuan Nguyen-Anh Alexander G. Hauptmann 41 102 0 16 Sep 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 70 618 0 28 Jun 2018
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB Tomoyuki Suzuki Hirokatsu Kataoka Y. Aoki Y. Satoh 47 112 0 08 Apr 2018
Predicting Driver Attention in Critical Situations Ye Xia Danqing Zhang Jinkyu Kim K. Nakayama K. Zipser D. Whitney 49 133 0 17 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
Predicting the Driver's Focus of Attention: the DR(eye)VE Project Andrea Palazzi Davide Abati Simone Calderara Francesco Solera Rita Cucchiara 60 251 0 10 May 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 216 19,796 0 07 Oct 2016
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 45 345 0 05 Sep 2016