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  1. No Access

    Chapter and Conference Paper

    IoT Botnet Attacks Detection and Classification Based on Ensemble Learning

    With the vigorous development of the IoT, botnet attacks against the IoT have become more frequent and diverse, and the research on attack prevention and detection has become more difficult. This paper propose...

    Yongzhong Cao, Zhihui Wang, Hongwei Ding in Artificial Intelligence and Robotics (2024)

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    Chapter and Conference Paper

    Infrared and Visible Image Fusion via Test-Time Training

    Infrared and visible image fusion (IVIF) is a widely used technique in instrument-related fields. It aims at extracting contrast information from the infrared image and texture details from the visible image a...

    Guoqing Zheng, Zhenqi Fu, **aopeng Lin in Pattern Recognition and Computer Vision (2024)

  3. No Access

    Chapter and Conference Paper

    DP-INNet: Dual-Path Implicit Neural Network for Spatial and Spectral Features Fusion in Pan-Sharpening

    Pan-sharpening is a technique that fuses a high-resolution panchromatic (PAN) image with its corresponding low-resolution multispectral (MS) image to create a high-resolution multispectral image. Due to the po...

    **gjia Huang, Ge Meng, Yingying Wang in Pattern Recognition and Computer Vision (2024)

  4. No Access

    Chapter and Conference Paper

    Graph-Based Dependency-Aware Non-Intrusive Load Monitoring

    Non-intrusive load monitoring (NILM) is able to analyze and predict users’ power consumption behaviors for further improving the power consumption efficiency of the grid. Neural network-based techniques have b...

    Guoqing Zheng, Yuming Hu, Zhenlong **ao in Pattern Recognition and Computer Vision (2024)

  5. No Access

    Chapter and Conference Paper

    Distance Education Platform for Mental Health Courses in Secondary Vocational Schools Based on Cloud Computing

    In order to solve the problem of the limited response ability of the remote client terminal of the distance education platform, this study proposed a cloud computation-based distance education platform for sec...

    Ning Ding, Yiwen Chen, Shanyu Gu in e-Learning, e-Education, and Online Training (2024)

  6. No Access

    Chapter and Conference Paper

    Learning Scene Graph for Better Cross-Domain Image Captioning

    The current image captioning (IC) methods achieve good results within a single domain primarily due to training on a large amount of annotated data. However, the performance of single-domain image captioning m...

    Junhua Jia, **aowei **n, **aoyan Gao in Pattern Recognition and Computer Vision (2024)

  7. No Access

    Chapter and Conference Paper

    A Multi-view Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification

    Time series data plays a significant role in many research fields since it can record and disclose the dynamic trends of a phenomenon with a sequence of ordered data points. Time series data is dynamic, of var...

    Zihan Li, Wei Ding, Inal Mashukov in Advances in Knowledge Discovery and Data M… (2024)

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    Chapter and Conference Paper

    Integrating Human Parsing and Pose Network for Human Action Recognition

    Human skeletons and RGB sequences are both widely-adopted input modalities for human action recognition. However, skeletons lack appearance features and color data suffer large amount of irrelevant depiction. ...

    Runwei Ding, Yuhang Wen, **fu Liu, Nan Dai, Fanyang Meng in Artificial Intelligence (2024)

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    Chapter and Conference Paper

    Recognizer Embedding Diffusion Generation for Few-Shot SAR Recognization

    Synthetic Aperture Radar (SAR) has become a research hotspot due to its ability to identify targets in all weather conditions and at all times. To achieve satisfactory recognition performance in most existing ...

    Ying Xu, Chuyang Lin, Yi** Zhong, Yue Huang in Pattern Recognition and Computer Vision (2024)

  10. No Access

    Chapter and Conference Paper

    A Two-Stage Federated Learning Framework for Class Imbalance in Aerial Scene Classification

    Centralized aerial imagery analysis techniques face two challenges. The first one is the data silos problem, where data is located at different organizations separately. The second challenge is the class imbal...

    Zhengpeng Lv, Yihong Zhuang, Gang Yang in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Research on the Quality Evaluation of Online Teaching of Instrument Analysis Courses in Universities Based on Analytic Hierarchy Process

    With the development of computer technology, in the field of education, a new online teaching model has been formed in order to improve flexibility and convenience, broaden learning resources and opportunities...

    Ling Ding, Haitao Zhang, Shiyue Xue in e-Learning, e-Education, and Online Training (2024)

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    Chapter and Conference Paper

    Fuzzy Sliding Mode Trajectory Tracking Control for Omnidirectional Mobile Robots Based on Exponential Convergence Law

    The increasing advancements in information technology have led to a growing interest in control research for mobile robot trajectory tracking. A controller for robot systems should exhibit adaptivity and robus...

    Ding Ruiao, Ji Chunlei, Zeng **angxu in 6GN for Future Wireless Networks (2024)

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    Chapter and Conference Paper

    StableYolo: Optimizing Image Generation for Large Language Models

    AI-based image generation is bounded by system parameters and the way users define prompts. Both prompt engineering and AI tuning configuration are current open research challenges and they require a significa...

    Harel Berger, Aidan Dakhama, Zishuo Ding in Search-Based Software Engineering (2024)

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    Chapter and Conference Paper

    Boosting Generalization Performance in Person Re-identification

    Generalizable person re-identification (ReID) has gained significant attention in recent years as it poses greater challenges in recognizing individuals across different domains and unseen scenarios. Existing ...

    Lidong Cheng, Zhenyu Kuang, Hongyang Zhang in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Sem-Avatar: Semantic Controlled Neural Field for High-Fidelity Audio Driven Avatar

    In this paper, we tackle the audio-driven avatar challenge by fitting a semantic controlled neural field to a talking-head video. While existing methods struggle with realism and head-torso inconsistency, our ...

    **ang Zhou, Weichen Zhang, Yikang Ding, Fan Zhou in Pattern Recognition and Computer Vision (2024)

  16. No Access

    Chapter and Conference Paper

    Lightweight Multispectral Skeleton and Multi-stream Graph Attention Networks for Enhanced Action Prediction with Multiple Modalities

    Human action recognition methods often focus on extracting structural and temporal information from skeleton-based graphs. However, these approaches struggle with effectively capturing and processing extensive...

    Teng Huang, Weiqing Kong, Jiaming Liang in Pattern Recognition and Computer Vision (2024)

  17. No Access

    Chapter and Conference Paper

    Unsupervised Domain Adaptation for Optical Flow Estimation

    In recent years, we have witnessed significant breakthroughs of optical flow estimation with the thriving of deep learning. The performance of the unsupervised method is unsatisfactory due to it is lack of eff...

    Jianpeng Ding, **hong Deng, Yanru Zhang in Pattern Recognition and Computer Vision (2024)

  18. No Access

    Chapter and Conference Paper

    Construction of Business English Translation Teaching Model in Higher Vocational Colleges Based on Web-Based Learning Platform

    With the formation of economic globalization and the increasingly frequent exchanges between countries in politics, culture, trade and other aspects, the society urgently needs high-level business English tran...

    Meichun Yang, Ding Miao, Feng Gai in Application of Big Data, Blockchain, and I… (2024)

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    Chapter and Conference Paper

    Semantic-Information Space Sharing Interaction Network for Arbitrary Shape Text Detection

    Arbitrary shape text detection is a challenging task due to significant variations in text shapes, sizes, and aspect ratios. Previous approaches relying on single-level feature map generated through a top-down...

    Hua Chen, Runmin Wang, Yanbin Zhu, Zhenlin Zhu in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Visual Inertial Navigation Optimization Method Based on Landmark Recognition

    This study utilizes a low-cost, low-power, and highly accurate monocular visual-inertial odometry (VIO) as the navigation algorithm for unmanned aerial vehicles (UAV). However, VIO may experience positioning i...

    Bochao Hou, **aokun Ding, Yin Bu, Chang Liu in Cognitive Computation and Systems (2024)

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