Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture

16 September 2015

Papers citing "Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture"

37 / 37 papers shown

Title
ICPR 2024 Competition on Rider Intention Prediction Shankar Gangisetty Abdul Wasi Shyam Nandan Rai C. V. Jawahar Sajay Raj ... Ayesha Choudhary Aaryadev Chandra Dev Chandan Shireen Chand Suvaditya Mukherjee 53 0 0 11 Mar 2025
A Two-Level Stochastic Model for the Lateral Movement of Vehicles Within Their Lane Under Homogeneous Traffic Conditions N. Neis Juergen Beyerer 13 6 0 27 May 2024
Multimodal Road Network Generation Based on Large Language Model Jiajing Chen Weihang Xu Haiming Cao Zihuan Xu Yu Zhang Zhao Zhang Siyao Zhang 18 0 0 09 Apr 2024
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars Walter Morales-Alvarez N. Certad Alina Roitberg Rainer Stiefelhagen Cristina Olaverri-Monreal 36 2 0 31 Jul 2023
Action Anticipation with Goal Consistency Olga Zatsarynna Juergen Gall 30 10 0 26 Jun 2023
Affordances from Human Videos as a Versatile Representation for Robotics Shikhar Bahl Russell Mendonca Lili Chen Unnat Jain Deepak Pathak 55 164 0 17 Apr 2023
Learning Road Scene-level Representations via Semantic Region Prediction Zihao Xiao Alan Yuille Yi-Ting Chen 29 2 0 02 Jan 2023
Predicting the Next Action by Modeling the Abstract Goal Debaditya Roy Basura Fernando EgoV 31 18 0 12 Sep 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Jun Liu 26 15 0 20 Jul 2022
Unified Recurrence Modeling for Video Action Anticipation Tsung-Ming Tai G. Fiameni Cheng-Kuang Lee Simon See Oswald Lanz 21 8 0 02 Jun 2022
Self-Regulated Learning for Egocentric Video Activity Anticipation Zhaobo Qi Shuhui Wang Chi Su Li Su Qingming Huang Q. Tian EgoV 47 52 0 23 Nov 2021
A Survey on Human-aware Robot Navigation Ronja Möller Antonino Furnari Sebastiano Battiato Aki Härmä G. Farinella 44 87 0 22 Jun 2021
Anticipating human actions by correlating past with the future with Jaccard similarity measures Basura Fernando Samitha Herath EgoV 30 57 0 26 May 2021
Higher Order Recurrent Space-Time Transformer for Video Action Prediction Tsung-Ming Tai G. Fiameni Cheng-Kuang Lee Oswald Lanz 36 9 0 17 Apr 2021
Learning to Anticipate Egocentric Actions by Imagination Yu Wu Linchao Zhu Xiaohan Wang Yi Yang Fei Wu EgoV 85 69 0 13 Jan 2021
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey Yao Rong Chao Han Christian Hellert Antje Loyal Enkelejda Kasneci 32 16 0 06 Jan 2021
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance Dominik Rivoir S. Bodenstedt Isabel Funke F. Bechtolsheim Marius Distler Jürgen Weitz Stefanie Speidel 24 24 0 01 Jul 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 38 65 0 01 Apr 2020
Action Anticipation with RBF Kernelized Feature Mapping RNN Yuge Shi Basura Fernando Richard I. Hartley 31 82 0 18 Nov 2019
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure Ioannis C. Konstantakopoulos Hari Prasanna Das Andrew R. Barkan Shiying He Tanya Veeravalli Huihan Liu Aummul Baneen Manasawala Yu-Wen Lin C. Spanos 27 21 0 16 Oct 2019
Action Anticipation for Collaborative Environments: The Impact of Contextual Information and Uncertainty-Based Prediction Clebeson Canuto dos Santos Plinio Moreno J. L. A. Samatelo R. Vassallo J. Santos-Victor 25 7 0 01 Oct 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 28 133 0 11 Jul 2019
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention Antonino Furnari G. Farinella EgoV 27 171 0 22 May 2019
Attention-based Lane Change Prediction Oliver Scheel N. S. Nagaraja L. Schwarz Nassir Navab Federico Tombari 24 33 0 04 Mar 2019
Real-Time Workload Classification during Driving using HyperNetworks Ruohan Wang P. Amadori Y. Demiris 21 15 0 07 Oct 2018
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB Tomoyuki Suzuki Hirokatsu Kataoka Y. Aoki Y. Satoh 19 109 0 08 Apr 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Predicting Future Lane Changes of Other Highway Vehicles using RNN-based Deep Models Sajan Patel Brent A. Griffin Kristofer D. Kusano Jason J. Corso 27 30 0 12 Jan 2018
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 33 61 0 19 Aug 2017
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks Shuai Xiao Junchi Yan Stephen M. Chu Xiaokang Yang H. Zha AI4TS 20 265 0 24 May 2017
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization Kuo-Hao Zeng Shih-Han Chou Fu-Hsiang Chan Juan Carlos Niebles Min Sun 32 59 0 18 May 2017
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents Namhoon Lee Wongun Choi Paul Vernaza Chris Choy Philip Torr Manmohan Chandraker AI4TS 35 986 0 14 Apr 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks Shuai Xiao Junchi Yan Mehrdad Farajtabar Le Song Xiaokang Yang H. Zha AI4TS 26 44 0 24 Mar 2017
Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Ali Akbarian F. Saleh Mathieu Salzmann Basura Fernando L. Petersson Lars Andersson 34 169 0 21 Mar 2017
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 27 11 0 01 Nov 2016
Forecasting Interactive Dynamics of Pedestrians with Fictitious Play Wei-Chiu Ma De-An Huang Namhoon Lee Kris Kitani 41 15 0 05 Apr 2016
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 96 727 0 04 Oct 2012