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  1. No Access

    Article

    Ultra-High Resolution Image Segmentation via Locality-Aware Context Fusion and Alternating Local Enhancement

    Ultra-high resolution image segmentation has raised increasing interests in recent years due to its realistic applications. In this paper, we innovate the widely used high-resolution image segmentation pipelin...

    Wenxi Liu, Qi Li, **ndai Lin, Weixiang Yang in International Journal of Computer Vision (2024)

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    Article

    Fall detection on embedded platform using infrared array sensor for healthcare applications

    Previous vision-based research has predominantly used common visible light cameras as sensors for detecting falls in home environments. While some studies have explored the use of infrared cameras for this pur...

    Yan Jiang, Tianyi Gong, Lingfeng He, Shicheng Yan in Neural Computing and Applications (2024)

  3. Article

    Machine learning techniques for CT imaging diagnosis of novel coronavirus pneumonia: a review

    Since 2020, novel coronavirus pneumonia has been spreading rapidly around the world, bringing tremendous pressure on medical diagnosis and treatment for hospitals. Medical imaging methods, such as computed tom...

    **g**g Chen, Yixiao Li, Lingling Guo, **aokang Zhou in Neural Computing and Applications (2024)

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    Article

    Single-View View Synthesis with Self-rectified Pseudo-Stereo

    Synthesizing novel views from a single view image is a highly ill-posed problem. We discover an effective solution to reduce the learning ambiguity by expanding the single-view view synthesis problem to a mult...

    Yang Zhou, Hanjie Wu, Wenxi Liu, Zheng **ong in International Journal of Computer Vision (2023)

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    Article

    Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement

    We address the problem of restoring a high-resolution face image from a blurry low-resolution input. This problem is difficult as super-resolution and deblurring need to be tackled simultaneously. Moreover, ex...

    Yibing Song, Jiawei Zhang, Lijun Gong in International Journal of Computer Vision (2019)

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    Article

    Deep binocular tone map**

    Binocular tone map** is studied in the previous works to generate a fusible pair of LDR images in order to convey more visual content than one single LDR image. However, the existing methods are all based on...

    Zhuming Zhang, Chu Han, Shengfeng He, Xueting Liu, Haichao Zhu in The Visual Computer (2019)

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    Article

    Efficient image super-resolution integration

    The super-resolution (SR) problem is challenging due to the diversity of image types with little shared properties as well as the speed required by online applications, e.g., target identification. In this pap...

    Ke Xu, **n Wang, **n Yang, Shengfeng He, Qiang Zhang, Baocai Yin in The Visual Computer (2018)

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    Article

    Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost

    Stereo cameras are now commonly available on cars and mobile phones. However, the captured images may suffer from low image quality under noisy conditions, producing inaccurate disparity. In this paper, we aim...

    Jianbo Jiao, Qingxiong Yang, Shengfeng He in International Journal of Computer Vision (2017)

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    Article

    SuperCNN: A Superpixelwise Convolutional Neural Network for Salient Object Detection

    Existing computational models for salient object detection primarily rely on hand-crafted features, which are only able to capture low-level contrast information. In this paper, we learn the hierarchical contr...

    Shengfeng He, Rynson W. H. Lau, Wenxi Liu in International Journal of Computer Vision (2015)

  10. Chapter and Conference Paper

    Saliency Detection with Flash and No-flash Image Pairs

    In this paper, we propose a new saliency detection method using a pair of flash and no-flash images. Our approach is inspired by two observations. First, only the foreground objects are significantly brightene...

    Shengfeng He, Rynson W. H. Lau in Computer Vision – ECCV 2014 (2014)