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  1. Global Dense Two-Branch Cascade Network for Underwater Image Enhancement

    In recent years, underwater image enhancement techniques has received a wide range of attention from related researchers with the rise of marine...

    Yan Wang, Likang Wang, ... **anghui Fan in Journal of Shanghai Jiaotong University (Science)
    Article 10 May 2024
  2. Compact interactive dual-branch network for real-time semantic segmentation

    The traditional complete dual-branch structure is effective for semantic segmentation tasks. However, it is redundant in some sense. Moreover, the...

    Yongsheng Dong, Haotian Yang, ... Peiluan Li in Complex & Intelligent Systems
    Article Open access 26 April 2023
  3. Blsnet: a tri-branch lightweight network for gesture segmentation against cluttered backgrounds

    Hand gesture segmentation is an essential step to recognize hand gestures for human–robot interaction. However, complex backgrounds and the variety...

    Guoyu Zhou, Zhenchao Cui, **g Qi in Complex & Intelligent Systems
    Article Open access 12 December 2023
  4. Triple-ATFME: Triple-Branch Attention Fusion Network for Micro-Expression Recognition

    Micro-expressions (MEs) are momentary and subtle facial expression changes that typically have a short duration to reveal people's genuine emotions...

    Fei Li, ** Nie, ... Guoqiang Wang in Arabian Journal for Science and Engineering
    Article 18 April 2024
  5. Dual-branch feature fusion dehazing network via multispectral channel attention

    Image information degradation significantly complicates single-image dehazing. Despite the noteworthy progress of learning-based methods in removing...

    Huachun Jian, Yongjun Zhang, ... Guomei Wang in International Journal of Machine Learning and Cybernetics
    Article 05 January 2024
  6. TARN: a lightweight two-branch adaptive residual network for image super-resolution

    Currently, single-image super-resolution (SISR) methods based on convolutional neural networks have achieved remarkable results. However, most...

    Shuying Huang, Jichao Wang, ... Weiguo Wan in International Journal of Machine Learning and Cybernetics
    Article 12 April 2024
  7. A novel twin branch network based on mutual training strategy for ship detection in SAR images

    There are inconsistent tasks and insufficient training in the SAR ship detection model, which severely limit the detection performance of the model....

    Yilong Lv, Min Li, Yujie He in Complex & Intelligent Systems
    Article Open access 17 November 2023
  8. DBCGN: dual branch cascade graph network for skin lesion segmentation

    Accurate segmentation of skin lesions in dermoscopic images is essential for early diagnosis and prevention of skin cancer. However, it is still a...

    Pengfei Song, **jiang Li, ... Linwei Fan in International Journal of Machine Learning and Cybernetics
    Article 25 February 2023
  9. Series arc fault detection method based on a residual deformable convolutional network for complex branch circuit

    When a series arc fault (SAF) occurs in one branch of a low-voltage alternating current power distribution system with complex connections and many...

    Qiongfang Yu, Qiong Wu, Yuhai Zhang in Journal of Power Electronics
    Article 12 April 2024
  10. MAFNet: dual-branch fusion network with multiscale atrous pyramid pooling aggregate contextual features for real-time semantic segmentation

    Currently, many real-time semantic segmentation networks aim for heightened accuracy, inevitably leading to increased computational complexity and...

    Shan Zhao, Yunlei Wang, ... Fukai Zhang in Complex & Intelligent Systems
    Article Open access 17 April 2024
  11. Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection

    Many endeavors have sought to develop countermeasure techniques as enhancements on Automatic Speaker Verification (ASV) systems, in order to make...

    Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nickabadi in Circuits, Systems, and Signal Processing
    Article 23 February 2023
  12. Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization

    The goal of sound event detection and localization (SELD) is to identify each individual sound event class and its activity time from a piece of...

    Article Open access 30 June 2023
  13. PDBNet: Parallel Dual Branch Network for Real-time Semantic Segmentation

    To make a trade-off between accuracy and inference speed in real-time applications on the unmanned mobile platform, a novel neural network, named...

    Yingpeng Dai, Junzheng Wang, ... **g Li in International Journal of Control, Automation and Systems
    Article 12 July 2022
  14. Dual Branch Image-Guided Network with Multi-stage Iterative Refinement for Depth Completion

    Image-guided depth completion focuses on predicting dense depth information using its sparse measurement and the corresponding aligned RGB image....
    Conference paper 2024
  15. Soft-Attention Mask Branch Network for Infrared Small Target Detection

    Due to its insensitivity to environmental impact factors like heavy fog or cloud, the application of infrared small target detection technology is...
    Conference paper 2024
  16. Dual-Branch Enhanced Network for Change Detection

    Change detection is an essential task in intelligent monitoring, and the accuracy of detection is of central importance for subsequent target...

    Hongrui Zhang, Shaocheng Qu, Huan Li in Arabian Journal for Science and Engineering
    Article 15 November 2021
  17. Micro-expression Recognition Based on Dual-Branch Swin Transformer Network

    Micro-expression (ME) refers to the facial expression that flashes instantly and can reveal the real feelings and emotions of people. Compared with...
    Conference paper 2023
  18. New Single Image Rain Removal Algorithm Based on Dual Parallel Branch Residual Overlay Network

    The end-to-end convolutional neural network models have been widely used in single image de-raining, which can extract clean background images from...

    Qiangqiang **e, Hai Zhang, ... Bangshu **ong in Circuits, Systems, and Signal Processing
    Article 04 January 2022
  19. Optimization of the BANK’s Branch Network Using Machine Learning Methods

    The pandemic has made many companies move their business processes to online. Financial institutions, especially banks, have been quite active in...
    Conference paper 2023
  20. A deep multi-branch attention model for histopathological breast cancer image classification

    Since the impressive superior performance demonstrated by deep learning methods is widely used in histopathological image analysis and diagnosis,...

    Rui Ding, ** Zhou, ... Chunhou Zheng in Complex & Intelligent Systems
    Article Open access 23 March 2024
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