论文题目:Skeleton-based action recognitionwithmulti-stream adaptive graph convolutional networks 作者&团队:Shi L, Zhang Y, Cheng J, et al. 1.中国科学院自动化研究所 2.中国科学院大学人工智能学院 发表期刊/会议:IEEE Transactions on Image Processing 中科院分区:SCI1区 年份、卷号、刊号、页码:2020, 29...
In this work, we propose a novel model with hierarchical spatial reasoning and temporal stack learning network (HSR-TSL) to explore the discriminative spatial and temporal features for human action recognition, which consists of a hierarchical spatial reasoning network (HSRN) and a temporal stack ...
论文题目:Skeleton-based action recognition based on multidimensional adaptive dynamic temporal graph convolutional network 作者&团队:Xia Y, Gao Q, Wu W, et al. 1.江南大学机械工程学院 2.江苏省先进食品制造装备与技术重点实验室 发表期刊/会议:Engineering Applications of Artificial Intelligence 中科院分区:S...
GCN for skeleton-based action recognition 图卷积网络广泛应用于基于骨架的动作识别中,它将人类骨骼序列建模为时空图。ST-GCN是基于GCN的方法的著名baseline,它结合了空间图卷积和交错时间卷积,用于时空建模。在baseline上,adjacency powering用于多尺度建模,而自我注意机制提高了建模能力。尽管GCN在基于骨架的动作识别方面...
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis. deep-learningpytorchaction-recognitiongraph-convolutional-networkskeleton-based-action-recognition UpdatedNov 25, 2022 Python Walter0807/MotionBERT ...
MS-AAGCN:Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks,程序员大本营,技术文章内容聚合第一站。
Skeleton-Based Action Recognition with Directed Graph Neural Networks---论文笔记,程序员大本营,技术文章内容聚合第一站。
Skeleton-Based Action Recognition with Directed Graph Neural Network回到顶部 摘要因为骨架信息可以鲁棒地适应动态环境和复杂的背景,所以经常被广泛应用在动作识别任务上,现有的方法已经证实骨架中的关键点和骨头信息对动作识别任务非常有用。然而如何将两种类型的数据最大化地利用还没有被很好地解决。作者...
Action action的动作由FDNet输出 action的定义比较简单: 帧向左移动 帧向右移动 帧保持不动 现在,我们打开看一下FDNet网络的结构 Selection_078.png 上图的执行流程如下 S_b经过一个全连接层得到一段向量 S_a经过3层卷积后,在经过一层全连接层得到另一段向量 ...
Skeleton-based Human Action Recognition (SHAR) is one of the most trending research topics in computer vision, which relies on the investigation of multi-modal data acquired from different sensory devices. Due to its faster execution speed, skeleton-base