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  1. No Access

    Article

    Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers

    Unsupervised cross-modal hashing (UCMH) has been commonly explored to support large-scale cross-modal retrieval of unlabeled data. Despite promising progress, most existing approaches are developed on convolut...

    **peng Wang, Ziyun Zeng, Bin Chen, Yuting Wang in International Journal of Computer Vision (2024)

  2. No Access

    Article

    MS-HRNet: multi-scale high-resolution network for human pose estimation

    Human pose estimation has important applications in medical diagnosis (such as early diagnosis of autism in children and assisting with the diagnosis of Parkinson’s disease), human-computer interaction, animat...

    Yanxia Wang, Renjie Wang, Hu Shi, Dan Liu in The Journal of Supercomputing (2024)

  3. No Access

    Article

    A lightweight road crack detection algorithm based on improved YOLOv7 model

    Road crack detection plays a crucial role in protecting road safety. However, early manual detection is not only time-consuming and laborious but also highly inefficient. Although existing road inspection vehi...

    Junjie He, Yanchao Wang, Yiting Wang, Run Li in Signal, Image and Video Processing (2024)

  4. No Access

    Article

    A new uncertainty processing method for trajectory prediction

    In many domains, trajectory prediction a crucial task. Uncertain information, such as complementary and correlated information between multiple features, complex interactive information, weather and temperatur...

    Tian Yang, Gang Wang, Jian Lai, Yang Wang in Applied Intelligence (2024)

  5. No Access

    Article

    Research on water level measurement technology based on the residual length ratio of image characters

    Aiming at the low efficiency and poor adaptability of traditional water level measurement methods, a water level measurement technology based on the residual length ratio of image characters is proposed in thi...

    Mingtang Liu, Changchun Wang, Wei Huang in Signal, Image and Video Processing (2024)

  6. Article

    Open Access

    Training Object Detectors from Scratch: An Empirical Study in the Era of Vision Transformer

    Modeling in computer vision has long been dominated by convolutional neural networks (CNNs). Recently, in light of the excellent performance of self-attention mechanism in the language field, transformers tail...

    Weixiang Hong, Wang Ren, Jiangwei Lao, Lele **e in International Journal of Computer Vision (2024)

  7. No Access

    Article

    A learning-based efficient query model for blockchain in internet of medical things

    This paper proposes a learning-based model for the resource-constrained edge nodes in the blockchain-enabled Internet of Medical Things (IoMT) systems to realize efficient querying. Three layers are designed i...

    Dayu Jia, Guanghong Yang, Min Huang, Junchang **n in The Journal of Supercomputing (2024)

  8. No Access

    Article

    Source bias reduction for source-free domain adaptation

    Source-free domain adaptation (SFDA) mainly aims to the problem of not being able to access the source domain data during the model migration process. Although significant breakthroughs have been achieved, the...

    Liang Tian, Mao Ye, Lihua Zhou, Zhenbin Wang in Signal, Image and Video Processing (2024)

  9. No Access

    Article

    Attention-driven residual-dense network for no-reference image quality assessment

    With the rapid development of deep learning, convolutional neural networks have been applied to no-reference image quality assessment (NR-IQA), but most methods focus on the design of complex networks, which n...

    Yang Zhang, Changzhong Wang, **ang Lv, Yingnan Song in Signal, Image and Video Processing (2024)

  10. No Access

    Article

    A novel approach to geometric algebra-based variable step-size LMS adaptive filtering algorithm

    The study of signal processing has recently devoted significantly more attention to adaptive filtering techniques. By addressing the shortcoming of the conventional geometric algebra-based fixed step-size leas...

    Khurram Shahzad, Rui Wang, Junaid Jamshid in Signal, Image and Video Processing (2024)

  11. No Access

    Article

    Detecting the penetration of malicious behavior in big data using hybrid algorithms

    Information security must be maintained because the amount of data in the world today is growing exponentially. The issues related to security are growing as big data usage increases. Finding ways to identify ...

    Yue Wang, Yan Shi in Signal, Image and Video Processing (2024)

  12. No Access

    Article

    Order structure analysis of node importance based on the temporal inter-layer neighborhood homogeneity rate of the dynamic network

    The analysis of node order structure in dynamic temporal networks is significant for network propagation control. To further accurately characterize the inter-layer coupling relationship of dynamic temporal ne...

    Zhiyu Lu, Gang Hu, Lemeng Wang in The Journal of Supercomputing (2024)

  13. No Access

    Article

    Towards stronger illumination robustness of local feature detection and description based on auxiliary learning

    Local feature detection and description play a crucial role in various computer vision tasks, including image matching. Variations in illumination conditions significantly affect the accuracy of these applicat...

    Houqin Bian, Shihe Fan, Haolin Zhang, Lunming Qin in Signal, Image and Video Processing (2024)

  14. No Access

    Article

    Cross-Modal Fusion and Progressive Decoding Network for RGB-D Salient Object Detection

    Most existing RGB-D salient object detection (SOD) methods tend to achieve higher performance by integrating additional modules, such as feature enhancement and edge generation. There is no doubt that these mo...

    **hang Hu, Fuming Sun, **g Sun, Fasheng Wang in International Journal of Computer Vision (2024)

  15. Article

    Open Access

    Intelligent detection method of microparticle virus in silkworm based on YOLOv8 improved algorithm

    The presence of microparticle viruses significantly impacts the quality of silkworm seeds for domestic sericulture, making their exclusion from detection in silkworm seed production crucial. Traditional method...

    Yinguang Zhang, Jianhuan Su, Teng Wang, Chuan Xu, Ao Yu in The Journal of Supercomputing (2024)

  16. No Access

    Article

    TAENet: transencoder-based all-in-one image enhancement with depth awareness

    Recently, CNN-based all-in-one image enhancement methods have been proposed to solve multiple image degradation tasks. However, these CNN-based methods usually have two limitations. One limitation is that they...

    Wanchuan Fang, Chuansheng Wang, Zuoyong Li, Antoni Grau, Taotao Lai in Applied Intelligence (2024)

  17. No Access

    Article

    LGAFormer: transformer with local and global attention for action detection

    Temporal action detection is a very important task in video understanding, aiming at predicting the start and end time boundaries of all action instances in an unedited video and their action classification. T...

    Hai** Zhang, Fuxing Zhou, Dong**g Wang, **nhao Zhang in The Journal of Supercomputing (2024)

  18. No Access

    Article

    Emotion recognition with attention mechanism-guided dual-feature multi-path interaction network

    Electroencephalography (EEG)-based emotion recognition has gained widespread attention recently. Although many deep learning methods have been proposed, it is still challenging to simultaneously fuse informati...

    Yaxuan Li, Wenhui Guo, Yanjiang Wang in Signal, Image and Video Processing (2024)

  19. No Access

    Article

    Probabilistic load forecasting based on quantile regression parallel CNN and BiGRU networks

    In the dynamic smart grid landscape, accurate probabilistic forecasting of electric load is critical. This paper presents a novel 24-hour-ahead probabilistic load forecasting model by integrating quantile regr...

    Yuting Lu, Gaocai Wang, **anfei Huang, Shuqiang Huang, Man Wu in Applied Intelligence (2024)

  20. No Access

    Article

    Effective polarization-based image dehazing through 3D convolution network

    The presence of numerous microscopic particles within haze contributes to the scattering of atmospheric light, leading to a notable degradation in the quality of captured images. Polarization, an intrinsic att...

    **n Wang, Wei Fu, Haichao Yu, Yong Zhang in Signal, Image and Video Processing (2024)

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