Coupled hidden conditional random fields for RGB-D human action recognition
By Anan Liu, Wei-zhi Nie, Yuting Su, Li Ma, Tong Hao, Zhaoxuan Yang. 2015
86 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Wanqing Li
- Pichao Wang
- Philip O. Ogunbona
- Zhimin Gao
- Chang-Fu Tang
- Ennio Gambi
- Susanna Spinsante
- Enea Cippitelli
In Computer Vision and Pattern Recognition
- Pichao Wang
- Wanqing Li
- Philip O. Ogunbona
- Zhimin Gao
- Chang-Fu Tang
- Yuyao Zhang
- Ennio Gambi
- Susanna Spinsante
Citations in the corpus
- PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding (2017, neutral): “MSR-Action3D [17] 20 567 567 1 D+Skeleton No 2010 RGBD-HuDaAct [21] 13 1189 1189 1 RGB+D No 2011 MSR-DailyActivity [43] 16 320 320 1 RGB+D+Skeleton No 2012 Act4 [8] 14 6844 6844 1 RGB+D No 2012 UTKinect-Action [53] 10 200 200 1 RGB+D+Skeleton No 2012 3D Action Pairs [23] 12 360 360 1 RGB+D+Skeleton ”
- Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition with Convolutional Neural Networks (2017, background): “Previous works [1, 41, 28, 33, 20, 11, 79, 74, 81, 25] showed the effectiveness of fusing the two modalities for 3D action recognition.”
- A Human Activity Recognition System Using Skeleton Data from RGBD Sensors (2016, methodology): “This concept can be extended to depth information, and an approach based on coupled Hidden Conditional Random Fields (cHCRF) model, where visual feature sequences are extracted from RGB and depth data, has been proposed [22].”
- Human Action Recognition From Various Data Modalities: A Review (2020, unknown): “Dataset Year Modality #Class #Subject #Sample #View KTH [347] 2004 RGB 6 25 2,391 1 Weizmann [40] 2005 RGB 10 9 90 1 IXMAS [348] 2006 RGB 11 10 330 5 HDM05 [349] 2007 RGB,S 130 5 2,337 1 Hollywood [350] 2008 RGB 8 - 430 Hollywood2 [351] 2009 RGB 12 - 3,669 MSR-Action3D [217] 2010 S,D 20 10 567 1 Oly”