78 Paper Code Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset open-mmlab/mmaction2 • • CVPR 2017 The paucity of videos in current action classification datasets (UCF-101 and HMDB-51)
Paper Code Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action Recognition AishahAADU/Re-ID-AR• •BMVC 2021 Our consideration of Re-ID and action recognition as a multi-task problem results in a multi-branch 2D CNN architecture that outperforms prior work...
Action recognition 领域主要解决的两个问题是representation和classification 因此如果要入门Action recognition,建议是先从representation入手,因为论文大部分也都是在研究如何更好的represent特征信息。 本回答仅作为一个方向性指引,仅链出部分论文,论文的话可以直接在google 上搜索关键词,以后也会不定期贴上超链接 representa...
[2]Action Recognition Paper Reading Tian, YingLi, et al. "Hierarchical filtered motion for action recognition in crowded videos." Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on 42.3 (2012): 313-323. A new 3D interest point detector, based on 2D Harris ...
low frame rate, to capture spatial semantics, and (ii) a Fast path way, operating at high frame rate, to capture motion at fine temporal resolution. The Fast pathway can be made very lightweight by reducing itschannel capacity, yet can learn useful temporal information for video recognition....
CVPR 2021 用于动作识别,即插即用、混合注意力机制的 ACTION 模块ACTION-Net: Multipath Excitation for Action Recognition,程序员大本营,技术文章内容聚合第一站。
Two stream action recognition Main Reference Paper:Two-stream convolutional networks for action recognition in videos Base CNN: BN-Inception pretrained on ImageNet. Partical BN and cross-modality tricks have been used in the code. Spatial stream: it's input is single rgb frame. ...
if the code or method help you in the research, please cite the following paper: @article{wang2024multi, title={Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition}, author={Wang, Zihan and Song, Siyang and Luo, Cheng and Deng, Songhe and Xie, Weich...
Automatic recognition of actions performed by humans is a challenging task with applicability to video surveillance, video summarization, natural user interface and gaming. Typically, a distinction is made between “action” and “activity” [1]. Action is an atomic and self contained motion performed...
Visual tempo actually describes how fast an action goes, which tends to determine the effective duration at the temporal scale for recognition inter-class difference, hand clapping and walking intra-class difference, somersault pyramid, multi-branch, multiple features outputs, combine ...