A Novel Symmetric Fine-Coarse Neural Network for 3D Human Action Recognition Based on Point Cloud Sequences

A Novel Symmetric Fine-Coarse Neural Network for 3D Human Action Recognition Based on Point Cloud Sequences

Human action recognition has facilitated the development of artificial intelligence devices focusing on human activities and services. This technology has progressed by introducing 3D point clouds derived from depth cameras or radars. However, human behavior is intricate, and the involved point clou...

書誌詳細
主要な著者:	Chang Li, Qian Huang, Yingchi Mao, Weiwen Qian, Xing Li
フォーマット:	論文
言語:	English
出版事項:	MDPI AG 2024-07-01
シリーズ:	Applied Sciences
主題:	point cloud analysis 3D action recognition pattern recognition deep learning
オンライン･アクセス:	https://www.mdpi.com/2076-3417/14/14/6335

類似資料

Point Cloud Action Recognition Method Based on Masked Self-Supervised Learning
著者:: HE Yundong, LI Ping, PING Chenhao
出版事項: (2024-12-01)

Multi-Person Action Recognition Based on Millimeter-Wave Radar Point Cloud
著者:: Xiaochao Dang, 等
出版事項: (2024-08-01)

Point-Sim: A Lightweight Network for 3D Point Cloud Classification
著者:: Jiachen Guo, 等
出版事項: (2024-04-01)

Efficient 3D Object Recognition from Cluttered Point Cloud
著者:: Wei Li, 等
出版事項: (2021-08-01)

Optimal Topology of Vision Transformer for Real-Time Video Action Recognition in an End-To-End Cloud Solution
著者:: Saman Sarraf, 等
出版事項: (2023-09-01)

A Lightweight Human Activity Recognition Method for Ultra-wideband Radar Based on Spatiotemporal Features of Point Clouds
著者:: Yongkun SONG, 等
出版事項: (2025-02-01)

Point cloud processing for smart systems
著者:: Jaromír Landa, 等
出版事項: (2013-01-01)

Category-level object pose estimation from depth point cloud
著者:: Renwu LI, 等
出版事項: (2022-06-01)

A Novel Method for Improving Point Cloud Accuracy in Automotive Radar Object Recognition
著者:: Guowei Lu, 等
出版事項: (2023-01-01)

My Action, My Self: Recognition of Self-Created but Visually Unfamiliar Dance-Like Actions From Point-Light Displays
著者:: Bettina E. Bläsing, 等
出版事項: (2018-10-01)

Efficient 3D Objects Recognition Using Multifoveated Point Clouds
著者:: Fabio F. Oliveira, 等
出版事項: (2018-07-01)

3D Point Cloud from Millimeter-wave Radar for Human Action Recognition: Dataset and Method
著者:: Biao JIN, 等
出版事項: (2025-02-01)

A 3D Face Recognition Algorithm Directly Applied to Point Clouds
著者:: Xingyi You, 等
出版事項: (2025-01-01)

Hand Gesture Recognition Based on Point Cloud Sequences and Inverse Kinematics Model
著者:: Yajun Pang, 等
出版事項: (2023-01-01)

Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition
著者:: Carlos Avilés-Cruz, 等
出版事項: (2019-03-01)

LPD-AE: Latent Space Representation of Large-Scale 3D Point Cloud
著者:: Chuanzhe Suo, 等
出版事項: (2020-01-01)

Facial Expression Recognition with Geometric Scattering on 3D Point Clouds
著者:: Yi He, 等
出版事項: (2022-10-01)

3D Point Cloud Recognition Based on a Multi-View Convolutional Neural Network
著者:: Le Zhang, 等
出版事項: (2018-10-01)

Robust point cloud registration for map-based autonomous robot navigation
著者:: Amit Efraim, 等
出版事項: (2024-04-01)

3D point cloud recognition of substation equipment based on plane detection
著者:: Qianjin Yuan, 等
出版事項: (2022-09-01)

Fine-grained vehicle recognition under low light conditions using EfficientNet and image enhancement on LiDAR point cloud data
著者:: Guanqiang Ruan, 等
出版事項: (2025-02-01)

LiDAR Point Cloud Recognition of Overhead Catenary System with Deep Learning
著者:: Shuai Lin, 等
出版事項: (2020-04-01)

PatchAugNet: patch feature augmentation-based heterogeneous point cloud place recognition in large-scale street scenes
著者:: Zou, Xianghong, 等
出版事項: (2024)

Viewpoint-tolerant Scene Recognition Based on Segmentation of Sparse Point Cloud
著者:: HE Xionghui, TAN Jiefu, LIU Zhe, XUE Chao, YANG Shaowu, ZHANG Yongjun
出版事項: (2023-01-01)

LWR-Net: Robust and Lightweight Place Recognition Network for Noisy and Low-Density Point Clouds
著者:: Zhenghua Zhang, 等
出版事項: (2023-10-01)

mm-TPG: Traffic Policemen Gesture Recognition Based on Millimeter Wave Radar Point Cloud
著者:: Xiaochao Dang, 等
出版事項: (2023-07-01)

Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations
著者:: Dongmin Kang, 等
出版事項: (2022-01-01)

3D Object Recognition and Pose Estimation From Point Cloud Using Stably Observed Point Pair Feature
著者:: Deping Li, 等
出版事項: (2020-01-01)

PVCLN: Point-View Complementary Learning Network for 3D Shape Recognition
著者:: Shanlin Sun, 等
出版事項: (2021-01-01)

Human Shape-Motion Analysis In Athletics Videos for Coarse To Fine Action/Activity Recognition Using Transferable Belief Model
著者:: Emmanuel Ramasso, 等
出版事項: (2009-02-01)

Point clouds segmentation of rapeseed siliques based on sparse-dense point clouds mapping
著者:: Yuhui Qiao, 等
出版事項: (2023-07-01)

Towards Recognition of Human Actions in Collaborative Tasks with Robots: Extending Action Recognition with Tool Recognition Methods
著者:: Lukas Büsch, 等
出版事項: (2023-06-01)

Brain-inspired multimodal motion and fine-grained action recognition
著者:: Yuening Li, 等
出版事項: (2025-01-01)

Multimodal multipart learning for action recognition in depth videos
著者:: Shahroudy, Amir, 等
出版事項: (2018)

Action recognition with improved dense trajectories /
著者:: Mohamad Afiq Mohamad Zawani, 1995-, author, 等
出版事項: (2019)

Action recognition with improved dense trajectories /
著者:: Mohamad Afiq Mohamad Zawani, 1995-, author, 等
出版事項: (2019)

Shedding Light on People Action Recognition in Social Robotics by Means of Common Spatial Patterns
著者:: Itsaso Rodríguez-Moreno, 等
出版事項: (2020-04-01)

The Improvement of Density Peaks Clustering Algorithm and Its Application to Point Cloud Segmentation of LiDAR
著者:: Zheng Wang, 等
出版事項: (2024-09-01)

Building semantic segmentation from large-scale point clouds via primitive recognition
著者:: Chiara Romanengo, 等
出版事項: (2024-12-01)

Effective action recognition with embedded key point shifts
著者:: Cao, Haozhi, 等
出版事項: (2022)