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Augmented Lagrangian Method, Dual Methods and Split Bregman Iteration for ROF Model

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  1. Chapter and Conference Paper

    Dynamic Filtering with Large Sampling Field for ConvNets

    We propose a dynamic filtering strategy with large sampling field for ConvNets (LS-DFN), where the position-specific kernels learn from not only the identical position but also multiple sampled neighbour regio...

    Jialin Wu, Dai Li, Yu Yang, Chandrajit Bajaj, **angyang Ji in Computer Vision – ECCV 2018 (2018)

  2. Chapter and Conference Paper

    An Unsupervised Change Detection Approach for Remote Sensing Image Using Visual Attention Mechanism

    In this paper, we propose a novel approach for unsupervised change detection by integrating visual attention mechanism which has the ability to find the real changes between two images. The approach starts by ...

    Lin Wu, Guanghua Feng, Jiangtao Long in Image and Graphics (2017)

  3. Chapter and Conference Paper

    An Unsupervised Change Detection Approach for Remote Sensing Image Using Principal Component Analysis and Genetic Algorithm

    The novel approach presented in this paper aims for unsupervised change detection applicable and adaptable to remote sensing images. This is achieved based on a combination of principal component analysis (PCA...

    Lin Wu, Yunhong Wang, Jiangtao Long, Zhisheng Liu in Image and Graphics (2015)

  4. Chapter and Conference Paper

    A Non-seed-based Region Growing Algorithm for High Resolution Remote Sensing Image Segmentation

    One of the indispensable prerequisites for high resolution remote sensing image interpretation and processing is successful image segmentation. The algorithm presented in this paper aims for a high efficient i...

    Lin Wu, Yunhong Wang, Jiangtao Long, Zhisheng Liu in Image and Graphics (2015)

  5. Chapter and Conference Paper

    A New Algorithmic Approach for Contrast Enhancement

    A novel algorithmic approach for optimal contrast enhancement is proposed. A measure of expected contrast and a sister measure of tone subtlety are defined for gray level transform functions. These definitions...

    **aolin Wu, Yong Zhao in Computer Vision – ECCV 2010 (2010)

  6. Chapter and Conference Paper

    Clustering Based on Principal Curve

    Clustering algorithms are intensively used in the image analysis field in compression, segmentation, recognition and other tasks. In this work we present a new approach in clustering vector datasets by finding...

    Ioan Cleju, Pasi Fränti, **aolin Wu in Image Analysis (2005)

  7. Chapter and Conference Paper

    Joint Spatial-Temporal Color Demosaicking

    Demosaicking of the color CCD data is a key to the image quality of digital still and video cameras. Limited by the Nyquist frequency of the color filter array (CFA), color artifacts often accompany high frequ...

    **aolin Wu, Lei Zhang in Image Analysis (2005)