Somatodendritic consistency check for temporal feature segmentation
Sign Up to like & getrecommendations! Published in 2020 at "Nature Communications"
DOI: 10.1038/s41467-020-15367-w
Abstract: The brain identifies potentially salient features within continuous information streams to process hierarchical temporal events. This requires the compression of information streams, for which effective computational principles are yet to be explored. Backpropagating action potentials… read more here.
Keywords: feature; feature segmentation; somatodendritic consistency; consistency check ... See more keywords
TFEdet: Efficient Multi-Frame 3D Object Detector via Proposal-Centric Temporal Feature Extraction
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3482093
Abstract: This paper proposes the Temporal Feature Extraction Detector (TFEdet), a novel deep learning-based 3D multi-frame object detector efficiently utilizing temporal features from consecutive point clouds. To leverage previously processed frames, inter-frame bipartite matching is performed… read more here.
Keywords: temporal feature; proposal; feature extraction; multi frame ... See more keywords
Reinforcement Aided Latent Temporal Feature Transfer Learning: Time Series Prediction With Insufficient Labeled Data for Industrial Chemical Process
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3492707
Abstract: Time series data of industrial chemical process are typically collected in two ways: distributed control system (DCS) and laboratory test. With the popularity of DCS, a large amount of industrial chemical process monitoring data can… read more here.
Keywords: temporal feature; latent temporal; chemical process; industrial chemical ... See more keywords
Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2024.3472097
Abstract: Motor imagery, one of the main brain-computer interface (BCI) paradigms, has been extensively utilized in numerous BCI applications, such as the interaction between disabled people and external devices. Precise decoding, one of the most significant… read more here.
Keywords: motor imagery; temporal feature; mstfnet;
Dynamic Behavior Cloning With Temporal Feature Prediction: Enhancing Robotic Arm Manipulation in Moving Object Tasks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2025.3557746
Abstract: In numerous real-world applications, the ability to accurately perceive and respond to dynamic changes in the environment, while also maintaining the flexibility to transfer learned skills across different tasks, is crucial for the effective operation… read more here.
Keywords: temporal feature; behavior cloning; cloning temporal; feature prediction ... See more keywords
Radar-Based Human Activity Recognition Using Dual-Stream Spatial and Temporal Feature Fusion Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2023.3344685
Abstract: Over the past few years, radar-based human activity recognition (HAR) has emerged as a prominent research area. The typical approach involves converting radar data into image data, such as micro-Doppler images, and then feeding them… read more here.
Keywords: temporal feature; stream; radar based; network ... See more keywords
Enhancing Robustness of Multi-Object Trackers With Temporal Feature Mix
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3403166
Abstract: Despite its recent advancements, multi-object tracking (MOT), one of the major research areas in video technology, still faces various challenges, including severe occlusion and diversity of tracking targets. In this paper, we introduce a novel… read more here.
Keywords: temporal feature; multi object; feature mix; robustness ... See more keywords
Temporal Feature Fusion for 3D Detection in Monocular Video
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2024.3378475
Abstract: Previous monocular 3D detection works focus on the single frame input in both training and inference. In real-world applications, temporal and motion information naturally exists in monocular video. It is valuable for 3D detection but… read more here.
Keywords: detection; temporal feature; scene; history ... See more keywords
CoSTFE: Spatio-Temporal Feature Enhancement for Collaborative Perception
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2025.3594753
Abstract: Collaborative perception enables a more comprehensive and precise representation of the environment, owing to the complementary information shared among different agents. However, spatio-temporal disturbances, including localization errors (spatial) and time delays (temporal), are prevalent in… read more here.
Keywords: temporal feature; perception; collaborative perception; feature enhancement ... See more keywords
Skeleton action recognition based on temporal feature reinforcement of multi-articular point interactions
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.34.5.053014
Abstract: Abstract. The paper introduces an action recognition algorithm centered on enhancing multi-joint point interaction time features. This algorithm aims to bolster the network’s action recognition capabilities by enhancing its temporal feature extraction proficiency. Existing graph… read more here.
Keywords: action recognition; temporal feature; skeleton action; action ... See more keywords
Enhancing fault diagnosis with a hybrid attention mechanism and spatio-temporal feature mining model using small sample data
Sign Up to like & getrecommendations! Published in 2024 at "Structural Health Monitoring"
DOI: 10.1177/14759217241290537
Abstract: Fault diagnosis in rotating machinery presents unique challenges due to the limited availability of effective samples, which can lead to a long-tail effect during model training. To overcome these challenges, this paper introduces a novel… read more here.
Keywords: temporal feature; diagnosis; attention; model ... See more keywords