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    Article

    Attention-based multi-scale recursive residual network for low-light image enhancement

    Aiming at the problems of color distortion, low image processing efficiency, rich context information, spatial information imbalance in the current low-light image enhancement algorithm based on a convolutiona...

    Kaidi Wang, Yuanlin Zheng, Kaiyang Liao, Haiwen Liu in Signal, Image and Video Processing (2024)

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    Article

    Layer similarity guiding few-shot Chinese style transfer

    Few-shot text style transfer faces two main challenges: The first challenge is the limited availability of reference style text, while the second challenge is the varying degrees of differences between the sty...

    Yumei Li, Guangfeng Lin, Menglan He, Dan Yuan, Kaiyang Liao in The Visual Computer (2024)

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    Article

    Feature channel interaction long-tailed image classification model based on dual attention

    In the real world, the data distribution often presents a long tail distribution, and the imbalance of data will lead to the model learning bias to the head class. To address the influence of long tail distrib...

    Kaiyang Liao, Keer Wang, Yuanlin Zheng, Guangfeng Lin in Signal, Image and Video Processing (2024)

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    Article

    Incremental image retrieval method based on feature perception and deep hashing

    How to propose an image retrieval algorithm with adaptable model and wide range of applications for large-scale datasets has become a critical technical problem in current image retrieval. This paper proposed ...

    Kaiyang Liao, Jie Lin, Yuanlin Zheng in International Journal of Multimedia Inform… (2024)

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    Small target detection algorithm for printing defects detection based on context structure perception and multi-scale feature fusion

    Small target detection is an important research direction in the field of computer vision, which is widely used in popular fields such as industrial defect detection, satellite remote sensing image detection. ...

    Wenqian Chen, Yuanlin Zheng, Kaiyang Liao, Haiwen Liu in Signal, Image and Video Processing (2024)

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    Article

    No-reference image quality assessment of multi-level residual feature augmentation

    No-reference image quality assessment (NR-IQA) has a wide range of application scenarios and occupies an important position in the field of digital image processing. In this paper, we propose a multi-level fea...

    Chunxia Liu, Yuanlin Zheng, Kaiyang Liao, Bing Chen in Signal, Image and Video Processing (2023)

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    Article

    Coordinate feature fusion networks for fine-grained image classification

    Learning feature representations from discriminative local features plays a key role in fine-grained classification, but many methods tend to focus only on salient features in images and ignore most latent fea...

    Kaiyang Liao, Gang Huang, Yuanlin Zheng in Signal, Image and Video Processing (2023)

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    Article

    Pedestrian reidentification based on multiscale convolution feature fusion

    The current pedestrian reidentification method based on convolutional neural networks still cannot solve the problems of pedestrian posture change, occlusion and background clutter. Many people use local featu...

    Kaiyang Liao, Gang Huang, Yuanlin Zheng in Signal, Image and Video Processing (2022)