In‐Sensor Touch Analysis for Intent Recognition
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202411331
Abstract: Tactile intent recognition systems, which are highly desired to satisfy human's needs and humanized services, shall be accurately understanding and identifying human's intent. They generally utilize time‐driven sensor arrays to achieve high spatiotemporal resolution, however,… read more here.
Keywords: touch sensor; recognition; sensor; intent recognition ... See more keywords
Hand kinematics, high-density sEMG comprising forearm and far-field potentials for motion intent recognition
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Data"
DOI: 10.1038/s41597-025-04749-8
Abstract: Surface electromyography (sEMG) signals reflect spinal motor neuron activities, and can be used as intuitive inputs for human-machine interaction (HMI) via movement intent recognition. The motor neuron potentials of far-field (wrist) and near-field (forearm) decomposed… read more here.
Keywords: field; hand; forearm; kinematics ... See more keywords
Query Intent Recognition Based on Multi-Class Features
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DOI: 10.1109/access.2018.2869585
Abstract: In order to enhance the user search experience of the search engine, an intent recognition search based on natural language input is proposed. By using reality mining technology to obtain the potential consciousness information from… read more here.
Keywords: query intent; intent recognition; based multi; search ... See more keywords
Triple Channel Feature Fusion Few-Shot Intent Recognition With Orthogonality Constrained Multi-Head Attention
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3369902
Abstract: Intent recognition in few-shot scenarios is a hot research topic in natural language understanding tasks. Aiming at the problems of insufficient consideration of fine-grained features of the text and insufficient training of features in the… read more here.
Keywords: intent recognition; triple channel; head attention; multi head ... See more keywords
Continuous-Context, User-Independent, Real-Time Intent Recognition for Powered Lower-Limb Prostheses.
Sign Up to like & getrecommendations! Published in 2024 at "Journal of biomechanical engineering"
DOI: 10.1115/1.4067401
Abstract: Community ambulation is essential for maintaining a healthy lifestyle, but it poses significant challenges for individuals with limb loss due to complex task demands. In wearable robotics, particularly powered prostheses, there is a critical need… read more here.
Keywords: real time; time; speed; intent recognition ... See more keywords