Optical Flow as Spatial-Temporal Attention Learners

被引：0
|
作者：
Lu, Yawen [1 ]
Han, Cheng [2 ]
Wang, Qifan [3 ]
Fan, Heng [4 ]
Kong, Zhaodan [5 ]
Liu, Dongfang [2 ]
Chen, Yingjie [1 ]
机构：
[1] Purdue University, West Lafayette,IN,47907, United States
[2] Rochester Institute Of Technology, Rochester,NY,14623, United States
[3] Meta Ai, New York City,NY,10011, United States
[4] University Of North Texas, Denton,TX,76205, United States
[5] University Of California, Davis,CA,95616, United States
来源：
IEEE Transactions on Pattern Analysis and Machine Intelligence | 2024年 / 46卷 / 12期
基金：
美国国家科学基金会;
关键词：
Building blockes - Flow estimation - Learning paradigms - Optical flow estimation - Optical- - Scene flow - Scene flow estimation - Self-learning - Self-learning paradigm - Spatial temporals;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
89
引用
收藏
页码：11491 / 11506
相关论文
共 50 条
  • [41] A Spatial-Temporal Attention Model for Human Trajectory Prediction
    Xiaodong Zhao
    Yaran Chen
    Jin Guo
    Dongbin Zhao
    IEEE/CAAJournalofAutomaticaSinica, 2020, 7 (04) : 965 - 974
  • [42] A spatial-temporal attention model for human trajectory prediction
    Zhao, Xiaodong
    Chen, Yaran
    Guo, Jin
    Zhao, Dongbin
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 7 (04) : 965 - 974
  • [43] STAT: Spatial-Temporal Attention Mechanism for Video Captioning
    Yan, Chenggang
    Tu, Yunbin
    Wang, Xingzheng
    Zhang, Yongbing
    Hao, Xinhong
    Zhang, Yongdong
    Dai, Qionghai
    IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 22 (01) : 229 - 241
  • [44] Sampling Spatial-Temporal Attention Network for Traffic Forecasting
    Chen, Mao
    Xu, Yi
    Han, Liangzhe
    Sun, Leilei
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT II, KSEM 2023, 2023, 14118 : 121 - 136
  • [45] Select and Focus: Action Recognition with Spatial-Temporal Attention
    Chan, Wensong
    Tian, Zhiqiang
    Liu, Shuai
    Ren, Jing
    Lan, Xuguang
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2019, PT III, 2019, 11742 : 461 - 471
  • [46] Spatial-temporal attention fusion for traffic speed prediction
    Zhang, Anqin
    Liu, Qizheng
    Zhang, Ting
    SOFT COMPUTING, 2022, 26 (02) : 695 - 707
  • [47] Spatial-Temporal Autoencoder with Attention Network for Video Compression
    Sigger, Neetu
    Al-Jawed, Naseer
    Nguyen, Tuan
    IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III, 2022, 13233 : 290 - 300
  • [48] Optical Flow Estimation Combining Spatial-Temporal Derivatives Based Nonlinear Filtering
    Shi, Kaihong
    Lu, Zongqing
    She, Qingyun
    Zhou, Fei
    Liao, Qingmin
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, E97D (09): : 2559 - 2562
  • [49] Temporal Pyramid Network With Spatial-Temporal Attention for Pedestrian Trajectory Prediction
    Li, Yuanman
    Liang, Rongqin
    Wei, Wei
    Wang, Wei
    Zhou, Jiantao
    Li, Xia
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (03): : 1006 - 1019
  • [50] Capturing Local and Global Spatial-Temporal Correlations of Spatial-Temporal Graph Data for Traffic Flow Prediction
    Cao, Shuqin
    Wu, Libing
    Zhang, Rui
    Li, Jianxin
    Wu, Dan
    2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
12345