Motion intention recognition of the affected hand based on the sEMG and improved DenseNet network

Q Niu, L Shi, Y Niu, K Jia, G Fan, R Gui, L Wang - Heliyon, 2024 - cell.com
The key to sEMG (surface electromyography)-based control of robotic hands is the utilization
of sEMG signals from the affected hand of amputees to infer their motion intentions. With the …

Multipattern mining using pattern-level contrastive learning and multipattern activation map

X Liang, Z Liang, H Shi, X Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Visual patterns are basic elements in images and represent the discernible regularity in the
visual world. Thus, mining visual patterns is a fundamental task in computer vision. Most …

Multi-scale Network with Attention Mechanism for Underwater Image Enhancement

Y Tao, J Tang, X Zhao, C Zhou, C Wang, Z Zhao - Neurocomputing, 2024 - Elsevier
Underwater images suffer from severe degradation due to the complicated environments.
Though numerous approaches have been proposed, accurately correcting color bias …

The Influence of Artificial Intelligence on Visual Elements of Web Page Design under Machine Vision

P Wang - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
As the presentation form of the web, web pages contain a lot of important information in web
design. As many information carriers, such as sound, graphics, and text, web pages have …

Effective domain knowledge transfer with soft fine-tuning

Z Zhao, B Zhang, Y Jiang, L Xu, L Li, WY Ma - arXiv preprint arXiv …, 2019 - arxiv.org
Convolutional neural networks require numerous data for training. Considering the
difficulties in data collection and labeling in some specific tasks, existing approaches …

Jointly discriminating and frequent visual representation mining

Q Wang, Y Zhou, Z Zhu, X Liang… - Proceedings of the …, 2020 - openaccess.thecvf.com
Discovering visual representation in an image category is a challenging issue, because the
visual representation should not only be discriminating but also frequently appears in these …

Stable Visual Pattern Mining via Pattern Probability Distribution

Y Ma, X Liang, X Lin, G Shi - … on Pattern Recognition and Computer Vision …, 2023 - Springer
Visual patterns are the fundamental elements that compose an image and often convey
higher-level semantics. Visual pattern mining can be widely applied to real-world …

A joint framework for mining discriminative and frequent visual representation

Y Zhou, X Liang, X Zhang, Z Liang, C Wang, Y Gu… - Neurocomputing, 2022 - Elsevier
Discovering visual representation in an image category is a challenging issue, because the
visual representation should not only be discriminative but also frequently appears in these …

Strategies of Applying Visual Element Combination to Improve Visual Cognitive Efficiency in the Era of Big Data Network

Q Zhang, H Lai - Mobile Information Systems, 2022 - Wiley Online Library
Fundamentally, visual cognition refers to a way of thinking in which the objective information
of the external world is transmitted to the brain through the visual nerve and then processed …

Deep Relevance Feature Clustering for Discovering Visual Representation of Tourism Destination

Q Wang, Z Zhu, X Liang, H Shi, P Cao - … 16–18, 2020, Proceedings, Part III …, 2020 - Springer
Discovering the visual representation (s) of a tourism destination is a challenging problem
because it should be highly discriminating and frequently appeared in the travel photos of …