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4 Result(s)

within Chapter Remove this filter **nli Liu Remove this filter Image Processing and Computer Vision Remove this filter Pattern Recognition Remove this filter

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  1. Chapter and Conference Paper

    An Adaptive Fuzzy Clustering Algorithm Based on Multi-threshold for Infrared Image Segmentation

    To obtain the satisfied performance of infrared image segmentation in complex environments, an adaptive fuzzy clustering algorithm based on multi-threshold (AFC_MT) is proposed. The methodology uses a coarse-f...

    ** Liu, Yanli Liu, Qianqian Ge in Computer Vision (2015)

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    Chapter and Conference Paper

    Nonparametric Discriminant Analysis Based on the Trace Ratio Criterion

    Feature extraction is a hot topic in machine learning and pattern recognition. This paper proposes a new nonparametric linear feature extraction method called nonparametric discriminant analysis based on the t...

    ** Liu, Qianqian Ge, Yanli Liu, **g Dai in Intelligence Science and Big Data Engineer… (2015)

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    Chapter and Conference Paper

    Single Training Sample Face Recognition Based on Gabor and 2DPCA

    Single training sample face recognition problem is a challenge in face recognition field, so the distinguished feature extracting is important step for improving the recognition correct rate under the conditio...

    Jun Yang, Yanli Liu in Advances in Image and Graphics Technologies (2015)

  4. No Access

    Chapter and Conference Paper

    SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning

    Researchers have proposed various structured Convolutional Neural Networks (CNNs) pruning strategies to make them work efficiently on edge devices. However, most of them focus on reducing the number of filter ...

    Yanli Liu, Bochen Guan, Weiyi Li, Qinwen Xu, Shuxue Quan in Artificial Intelligence (2022)