Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01980-6
Abstract: Hands play a significant role in grasping and manipulating different objects. The loss of even a single hand have impact on the human activity. In this regard, a prosthetic hand is an appealing solution for… read more here.
Keywords: bagging boosting; hand; movement recognition; hand movement ... See more keywords
Artificial Intelligence for sEMG-Based Muscular Movement Recognition for Hand Prosthesis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3267674
Abstract: The muscular activities gathered by real-time myoelectric interfaces of surface electromyography (sEMG) can be used to develop myoelectric prosthetic hands for physically disabled people. However, the acquired myoelectric signals must be accurately classified in real… read more here.
Keywords: recognition; time; preprocessed raw; movement ... See more keywords
Enabling IoT for In-Home Rehabilitation: Accelerometer Signals Classification Methods for Activity and Movement Recognition
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2016.2628938
Abstract: Rehabilitation and elderly monitoring for active aging can benefit from Internet of Things (IoT) capabilities in particular for in-home treatments. In this paper, we consider two functions useful for such treatments: 1) activity recognition (AR)… read more here.
Keywords: accelerometer signals; movement recognition; signals classification; recognition ... See more keywords
Multidomain Fusion Method for Human Head Movement Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3238750
Abstract: In this article, we consider the problem of human head movement recognition (HMR) using linear frequency-modulated continuous-wave (LFMCW) radar. The multidomain fusion network is proposed to improve the HMR performance, which extracts and fuses the… read more here.
Keywords: head movement; fusion; multidomain fusion; movement recognition ... See more keywords
Research on Multimodal Dance Movement Recognition Based on Artificial Intelligence Image Technology
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4785333
Abstract: At present, most robot dances are precompiled. Changing music requires manual adjustment of relevant parameters and metamovements, which greatly reduces the fun and intelligence. In view of the above problems, this paper designed CNN system,… read more here.
Keywords: intelligence; dance movement; movement recognition; multimodal dance ... See more keywords
Improved Graph Convolutional Neural Network for Dance Tracking and Pose Estimation
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7133491
Abstract: Movement recognition technology is widely used in various practical application scenarios, but there are few researches on dance movement recognition at present. Aiming at the problem of low accuracy of dance movement recognition due to… read more here.
Keywords: graph convolutional; movement; movement recognition; convolutional neural ... See more keywords