Peeking into the Future: Predicting Future Person Activities and Locations in Videos

11 February 2019

Junwei Liang

Lu Jiang

Juan Carlos Niebles

Alexander G. Hauptmann

Li Fei-Fei

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Papers citing "Peeking into the Future: Predicting Future Person Activities and Locations in Videos"

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Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 79 0 0 07 Apr 2025
From Cognition to Precognition: A Future-Aware Framework for Social Navigation Zeying Gong Tianshuai Hu Ronghe Qiu Junwei Liang 278 3 0 20 Sep 2024
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction Jiahe Chen Jinkun Cao Dahua Lin Kris Kitani Jiangmiao Pang 69 5 0 19 Feb 2024
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting Bohan Tang Yiqi Zhong Chenxin Xu Wei Wu Ulrich Neumann Yanfeng Wang Ya Zhang Siheng Chen 79 10 0 11 Jul 2022
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments Olly Styles T. Guha Victor Sanchez 122 41 0 26 Sep 2019
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 56 115 0 12 Aug 2018
A Transferable Pedestrian Motion Prediction Model for Intersections with Different Geometries Nikita Jaipuria Golnaz Habibi Jonathan P. How 46 20 0 25 Jun 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 58 111 0 05 Jun 2018
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 90 902 0 05 Jun 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 163 1,913 0 29 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 400 13,103 0 07 Feb 2018
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process Haosheng Zou Hang Su Shihong Song Jun Zhu 58 49 0 25 Jan 2018
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 102 1,222 0 30 Nov 2017
Future Person Localization in First-Person Videos Takuma Yagi K. Mangalam Ryo Yonetani Yoichi Sato EgoV 84 166 0 30 Nov 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu S. Todorovic Song-Chun Zhu 47 150 0 10 Apr 2017
Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Ali Akbarian F. Saleh Mathieu Salzmann Basura Fernando L. Petersson Lars Andersson 58 169 0 21 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,174 0 20 Mar 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 72 530 0 08 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 448 22,095 0 09 Dec 2016
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 115 1,585 0 01 Dec 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 128 1,093 0 17 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 482 62,122 0 04 Jun 2015
Joint Inference of Groups, Events and Human Roles in Aerial Videos Tianmin Shu Dan Xie B. Rothrock S. Todorovic Song-Chun Zhu 78 173 0 22 May 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 130 2,589 0 16 Feb 2015
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 132 6,623 0 22 Dec 2012