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  1. No Access

    Article

    A machine-learning-based peridynamic surrogate model for characterizing deformation and failure of materials and structures

    It is necessary to determine the input features and output results when constructing a surrogate model within the data-driven neural network. Since the law of features would be restrained when the surrogate me...

    Han Wang, Liwei Wu, Dan Huang, Jianwei Chen, Junbin Guo in Engineering with Computers (2024)

  2. No Access

    Article

    Deep learning based insulator fault detection algorithm for power transmission lines

    Aiming at the complex background of transmission lines at the present stage, which leads to the problem of low accuracy of insulator fault detection for small targets, a deep learning-based insulator fault det...

    Han Wang, Qing Yang, Binlin Zhang, Dexin Gao in Journal of Real-Time Image Processing (2024)

  3. No Access

    Article

    Cloud-native systems resilience assessments based on kubernetes architecture graph

    Chaos engineering is a popular approach in cloud-native system resilience assessments. It uses fault injection to test if the system is still reliable. For Kubernetes platform, which is widely used for deployi...

    Han Wang, Liang Liu, Caijie Yue, Lulu Wang in Service Oriented Computing and Applications (2024)

  4. No Access

    Article

    Adversarial attacks in computer vision: a survey

    Deep learning, as an important topic of artificial intelligence, has been widely applied in various fields, especially in computer vision applications, such as image classification and object detection, which ...

    Chao Li, Handing Wang, Wen Yao, Tingsong Jiang in Journal of Membrane Computing (2024)

  5. No Access

    Article

    Visual signatures for music mood and timbre

    Existing research on music visualization has primarily focused on creating animated visual illustrations to accompany the music being played based on fundamental attributes such as sound frequency or music str...

    Hanqin Wang, Alexei Sourin in The Visual Computer (2024)

  6. Article

    Open Access

    Two-dimensional materials for future information technology: status and prospects

    Over the past 70 years, the semiconductor industry has undergone transformative changes, largely driven by the miniaturization of devices and the integration of innovative structures and materials. Two-dimensi...

    Hao Qiu, Zhihao Yu, Tiange Zhao, Qi Zhang in Science China Information Sciences (2024)

  7. No Access

    Article

    Structural model construction and analysis for teacher-student interaction in smart classroom based on the development of higher-order thinking

    Teacher-student interaction (TSI) is the core element and important teaching method of smart classroom. Improving the quality of smart classroom teaching and develo** higher-order thinking (HOT) among studen...

    Xundiao Ma, Yueguang **e, **n Yang, Hanxi Wang in Education and Information Technologies (2024)

  8. No Access

    Article

    Personalization for web-based services using offline reinforcement learning

    Large-scale Web-based services present opportunities for improving UI policies based on observed user interactions. We address challenges of learning such policies through offline reinforcement learning (RL). ...

    Pavlos Athanasios Apostolopoulos, Zehui Wang, Hanson Wang, Tenghyu Xu in Machine Learning (2024)

  9. No Access

    Article

    Limited environmental information path planning based on 3D point cloud reconstruction

    We present a new limited environmental information path planning procedure (IEIPPP) that finds collision-free paths without prior knowledge of feasible paths or obstacle locations by analyzing an image set of ...

    Hanyu Wang, Ying Li in The Journal of Supercomputing (2024)

  10. No Access

    Article

    RT-Deblur: real-time image deblurring for object detection

    After a long period of research and development, 2D image object detection technology has been greatly improved in terms of efficiency and accuracy, but it is still a great challenge in dealing with motion blu...

    Hanzhao Wang, Chunhua Hu, Weijie Qian, Qian Wang in The Visual Computer (2024)

  11. No Access

    Article

    PushNet: 3D reconstruction from a single image by pushing

    Taking inspiration from the recent advancements in deep learning within the three-dimensional (3D) domain, we propose an end-to-end deep learning framework to reconstruct 3D shapes in point cloud format from a...

    Guiju **, Han Wang in Neural Computing and Applications (2024)

  12. No Access

    Article

    DHM-driven quantitative assessment model of activity posture in space-restricted accommodation cabin

    To solve the quantitative problem of slee** activity posture in space-restricted accommodation cabins, a comprehensive assessment model was constructed with ergonomics simulation technology as well as sleepi...

    Jianghao **ao, Suihuai Yu, Dengkai Chen, Mingjiu Yu in Multimedia Tools and Applications (2024)

  13. Article

    Open Access

    Multi-modal Domain Adaptation Method Based on Parameter Fusion and Two-Step Alignment

    Due to the well-known domain shift problem, directly deploying a trained multi-modal classifier to a new environment usually leads to poor performance. The existing multi-modal domain adaption methods not only...

    Lan Wu, Han Wang, Lishuang Gong, Yuan Yao, **n Guo, Binquan Li in Neural Processing Letters (2024)

  14. No Access

    Article

    CSNet: a ConvNeXt-based Siamese network for RGB-D salient object detection

    Global contexts are critical to locating salient objects for salient object detection (SOD). However, the convolution operation in CNNs has a local receptive field, which cannot capture long-distance global in...

    Yunhua Zhang, Hangxu Wang, Gang Yang, Jianhao Zhang, Cong** Gong in The Visual Computer (2024)

  15. No Access

    Article

    Robust Heterogeneous Model Fitting for Multi-source Image Correspondences

    Traditional feature detection and description methods, such as scale-invariant feature transform, are susceptible to nonlinear radiation distortions (NRDs) and geometric distortions (GDs), which in turn genera...

    Shuyuan Lin, Feiran Huang, Taotao Lai in International Journal of Computer Vision (2024)

  16. No Access

    Article

    Simulation and prediction study of artificial intelligence education dynamics model for primary and secondary schools

    Digital technology is profoundly transforming various aspects of life, thus highlighting the need to enhance digital literacy on a national scale. In primary and secondary schools, artificial intelligence (AI)...

    Tao Huang, **g Geng, Yuxia Chen, Han Wang in Education and Information Technologies (2024)

  17. No Access

    Article

    Visual inspection via a global-to-local optimization method for agarwood sticks

    Chemical composition analysis, chromatography and spectroscopy are dominate quality evaluation methods for agarwood, which are cumbersome and time-consuming. To facilitate its quality evaluation, a global-to-l...

    An Yuan, Nian Cai, Zhouyixiao Wu, Zhiliang Wu in Signal, Image and Video Processing (2024)

  18. No Access

    Article

    Teacher-student interaction modes in smart classroom based on lag sequential analysis

    At present, the research on the teacher-student interaction (TSI) mode in smart classroom (SC) was not in-depth enough, and a few studies mainly focuses on top-down theoretical deduction. This study adopted a ...

    Xundiao Ma, Yueguang **e, **n Yang, Hanxi Wang in Education and Information Technologies (2024)

  19. No Access

    Book and Conference Proceedings

    Pattern Recognition and Computer Vision

    6th Chinese Conference, PRCV 2023, **amen, China, October 13–15, 2023, Proceedings, Part IX

    Qingshan Liu, Hanzi Wang, Zhanyu Ma in Lecture Notes in Computer Science (2024)

  20. No Access

    Book and Conference Proceedings

    Pattern Recognition and Computer Vision

    6th Chinese Conference, PRCV 2023, **amen, China, October 13–15, 2023, Proceedings, Part I

    Qingshan Liu, Hanzi Wang, Zhanyu Ma in Lecture Notes in Computer Science (2024)

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