Paper

目录

• caption

  • 从视频到语言_ 视频标题生成与描述研究综述 自动化学报，2022

• cv

  • 总结性文档

    • 视频方向论文粗分类.md

  • fine grain

    • FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding，2020，CVPR

  • image

    • Mask RCNN

  • 双流

    • Two-Stream Convolutional Networks for Action Recognition in Videos，2014
    • Long-term Recurrent Convolutional Networks for Visual Recognition and Description，2015，CVPR
    • Convolutional Two-Stream Network Fusion for Video Action Recognition，2016，CVPR
    • Temporal Segment Networks for Action Recognition in Videos，TSN，2018，IEEE
    • Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision，2019，AAAI
    • Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos，2020，AAAI

  • 3d

    • Learning Spatiotemporal Features with 3D Convolutional Networks，C3D，ICCV，2015

  • 姿态检测

    • 总结性文档
      • 姿态检测概述.md
      • ECCV2020 Pose Estimation.md
      • MPII数据集SOTA.md
      • PoseTrack17&18.md
      • Pose estimation.pdf
      • Pose estimation.mindnode
    • 单人
      • Learning Human Pose Estimation Features with Convolutional Networks，ICLR，2014
      • Convolutional Pose Machines，CVPR，2016。
        • pytorch版代码注释
        • CPM模型图解和参数计算，画了蛮久的，不管看不看代码都要看这个啊。。。
      • Learning Feature Pyramids for Human Pose Estimation，ICCV，2017
      • Stacked Hourglass Networks for Human Pose Estimation，ECCV，2016
        • pytorch版代码注释
      • Multi-Context Attention for Human Pose Estimation CVPR，2017
      • A Cascaded Inception of Inception Network with Attention Modulated Feature Fusion for Human Pose Estimation，AAAI，2018
      • Human Pose Estimation with Spatial Contextual Information，2019，不知道是哪个会议的。。。
      • Cascade Feature Aggregation for Human Pose Estimation，2019，还是不知道是哪个会议的。。。

• nlp

  • Self-Attentional Models for Lattice Inputs