Optical Flow Estimation with Convolutional Neural Nets

被引：0
|
作者：
Xiang Syed Tafseer Haider Shah
Waqas Xuezhi
机构：
[1] College of Information and Communication Engineering,
[2] Harbin Engineering University,undefined
[3] School of Mechanical Engineering,undefined
[4] Harbin Engineering University,undefined
来源：
Pattern Recognition and Image Analysis | 2021年 / 31卷
关键词：
optical flow; deep learning; convolutional neural networks; supervised; semi-supervised; unsupervised learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：656 / 670
页数：14
相关论文
共 50 条
  • [31] Nonlinear estimation of transient flow field low dimensional states using artificial neural nets
    Cohen, Kelly
    Siegel, Stefan
    Seidel, Juergen
    Aradag, Selin
    McLaughlin, Thomas
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 1264 - 1272
  • [32] Convolutional Neural Network Based Blind Estimation of Generalized Mutual Information for Optical Communication
    Ackermann, Johannes
    Schadler, Maximilian
    Bluemm, Christian
    2020 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATIONS (ECOC), 2020,
  • [33] Direct Estimation of Choroidal Thickness in Optical Coherence Tomography Images with Convolutional Neural Networks
    Rong, Yibiao
    Jiang, Zehua
    Wu, Weihang
    Chen, Qifeng
    Wei, Chuliang
    Fan, Zhun
    Chen, Haoyu
    JOURNAL OF CLINICAL MEDICINE, 2022, 11 (11)
  • [34] Effective Convolutional Neural Network Layers in Flow Estimation for Omni-directional Images
    Xie, Shuang
    Lai, Po Kong
    Laganiere, Robert
    Lang, Jochen
    2019 INTERNATIONAL CONFERENCE ON 3D VISION (3DV 2019), 2019, : 671 - 680
  • [35] Optical implementation of artificial neural nets (ANNs)
    Yu, FTS
    PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 741 - 744
  • [36] DATABASES, SPREADSHEETS, OPTICAL STORAGE, AND NEURAL NETS
    PRESS, L
    ABACUS-NEW YORK, 1988, 5 (04): : 62 - 68
  • [37] Event Recognition of Crowd Video using Corner Optical Flow and Convolutional Neural Network
    Zhang, Weihan
    Hou, Yibin
    Wang, Suyu
    EIGHTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2016), 2016, 10033
  • [38] Deep Convolutional Neural Network with Optical Flow for Facial Micro-Expression Recognition
    Li, Qiuyu
    Yu, Jun
    Kurihara, Toru
    Zhang, Haiyan
    Zhan, Shu
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2020, 29 (01)
  • [39] Micro-expression Analysis by Fusing Deep Convolutional Neural Network and Optical Flow
    Li, Qiuyu
    Yu, Jun
    Kurihara, Toru
    Zhan, Shu
    2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2018, : 265 - 270
  • [40] Training of deep convolutional neural nets to extract radiomic signatures of tumors
    Kim, Jiwon
    Seo, Sophia
    Ashrafinia, Saeed
    Rahmim, Arman
    Sossi, Vesna
    Klyuzhin, Ivan
    JOURNAL OF NUCLEAR MEDICINE, 2019, 60
12345