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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Chang Li, Qian Huang, Yingchi Mao, Weiwen Qian, Xing Li
Format:	Artykuł
Język:	English
Wydane:	MDPI AG 2024-07-01
Seria:	Applied Sciences
Hasła przedmiotowe:	point cloud analysis 3D action recognition pattern recognition deep learning
Dostęp online:	https://www.mdpi.com/2076-3417/14/14/6335

Podobne zapisy

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

Multi-Person Action Recognition Based on Millimeter-Wave Radar Point Cloud
od: Xiaochao Dang, i wsp.
Wydane: (2024-08-01)

Point-Sim: A Lightweight Network for 3D Point Cloud Classification
od: Jiachen Guo, i wsp.
Wydane: (2024-04-01)

Efficient 3D Object Recognition from Cluttered Point Cloud
od: Wei Li, i wsp.
Wydane: (2021-08-01)

Optimal Topology of Vision Transformer for Real-Time Video Action Recognition in an End-To-End Cloud Solution
od: Saman Sarraf, i wsp.
Wydane: (2023-09-01)

A Lightweight Human Activity Recognition Method for Ultra-wideband Radar Based on Spatiotemporal Features of Point Clouds
od: Yongkun SONG, i wsp.
Wydane: (2025-02-01)

Point cloud processing for smart systems
od: Jaromír Landa, i wsp.
Wydane: (2013-01-01)

Category-level object pose estimation from depth point cloud
od: Renwu LI, i wsp.
Wydane: (2022-06-01)

A Novel Method for Improving Point Cloud Accuracy in Automotive Radar Object Recognition
od: Guowei Lu, i wsp.
Wydane: (2023-01-01)

My Action, My Self: Recognition of Self-Created but Visually Unfamiliar Dance-Like Actions From Point-Light Displays
od: Bettina E. Bläsing, i wsp.
Wydane: (2018-10-01)

Efficient 3D Objects Recognition Using Multifoveated Point Clouds
od: Fabio F. Oliveira, i wsp.
Wydane: (2018-07-01)

3D Point Cloud from Millimeter-wave Radar for Human Action Recognition: Dataset and Method
od: Biao JIN, i wsp.
Wydane: (2025-02-01)

A 3D Face Recognition Algorithm Directly Applied to Point Clouds
od: Xingyi You, i wsp.
Wydane: (2025-01-01)

Hand Gesture Recognition Based on Point Cloud Sequences and Inverse Kinematics Model
od: Yajun Pang, i wsp.
Wydane: (2023-01-01)

Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition
od: Carlos Avilés-Cruz, i wsp.
Wydane: (2019-03-01)

LPD-AE: Latent Space Representation of Large-Scale 3D Point Cloud
od: Chuanzhe Suo, i wsp.
Wydane: (2020-01-01)

Facial Expression Recognition with Geometric Scattering on 3D Point Clouds
od: Yi He, i wsp.
Wydane: (2022-10-01)

3D Point Cloud Recognition Based on a Multi-View Convolutional Neural Network
od: Le Zhang, i wsp.
Wydane: (2018-10-01)

Robust point cloud registration for map-based autonomous robot navigation
od: Amit Efraim, i wsp.
Wydane: (2024-04-01)

3D point cloud recognition of substation equipment based on plane detection
od: Qianjin Yuan, i wsp.
Wydane: (2022-09-01)

Fine-grained vehicle recognition under low light conditions using EfficientNet and image enhancement on LiDAR point cloud data
od: Guanqiang Ruan, i wsp.
Wydane: (2025-02-01)

LiDAR Point Cloud Recognition of Overhead Catenary System with Deep Learning
od: Shuai Lin, i wsp.
Wydane: (2020-04-01)

PatchAugNet: patch feature augmentation-based heterogeneous point cloud place recognition in large-scale street scenes
od: Zou, Xianghong, i wsp.
Wydane: (2024)

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

LWR-Net: Robust and Lightweight Place Recognition Network for Noisy and Low-Density Point Clouds
od: Zhenghua Zhang, i wsp.
Wydane: (2023-10-01)

mm-TPG: Traffic Policemen Gesture Recognition Based on Millimeter Wave Radar Point Cloud
od: Xiaochao Dang, i wsp.
Wydane: (2023-07-01)

Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations
od: Dongmin Kang, i wsp.
Wydane: (2022-01-01)

3D Object Recognition and Pose Estimation From Point Cloud Using Stably Observed Point Pair Feature
od: Deping Li, i wsp.
Wydane: (2020-01-01)

PVCLN: Point-View Complementary Learning Network for 3D Shape Recognition
od: Shanlin Sun, i wsp.
Wydane: (2021-01-01)

Human Shape-Motion Analysis In Athletics Videos for Coarse To Fine Action/Activity Recognition Using Transferable Belief Model
od: Emmanuel Ramasso, i wsp.
Wydane: (2009-02-01)

Point clouds segmentation of rapeseed siliques based on sparse-dense point clouds mapping
od: Yuhui Qiao, i wsp.
Wydane: (2023-07-01)

Towards Recognition of Human Actions in Collaborative Tasks with Robots: Extending Action Recognition with Tool Recognition Methods
od: Lukas Büsch, i wsp.
Wydane: (2023-06-01)

Brain-inspired multimodal motion and fine-grained action recognition
od: Yuening Li, i wsp.
Wydane: (2025-01-01)

Multimodal multipart learning for action recognition in depth videos
od: Shahroudy, Amir, i wsp.
Wydane: (2018)

Action recognition with improved dense trajectories /
od: Mohamad Afiq Mohamad Zawani, 1995-, author, i wsp.
Wydane: (2019)

Action recognition with improved dense trajectories /
od: Mohamad Afiq Mohamad Zawani, 1995-, author, i wsp.
Wydane: (2019)

Shedding Light on People Action Recognition in Social Robotics by Means of Common Spatial Patterns
od: Itsaso Rodríguez-Moreno, i wsp.
Wydane: (2020-04-01)

The Improvement of Density Peaks Clustering Algorithm and Its Application to Point Cloud Segmentation of LiDAR
od: Zheng Wang, i wsp.
Wydane: (2024-09-01)

Building semantic segmentation from large-scale point clouds via primitive recognition
od: Chiara Romanengo, i wsp.
Wydane: (2024-12-01)

Effective action recognition with embedded key point shifts
od: Cao, Haozhi, i wsp.
Wydane: (2022)