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    Article

    Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval

    Hashing has been widely applied to large scale semantic image retrieval. Unsupervised hashing cannot work well for semantic image retrieval while supervised hashing requiring full label information for large d...

    Wing W. Y. Ng, Yueming Lv, Ziqian Zeng in International Journal of Machine Learning … (2017)

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    Chapter and Conference Paper

    Multiple Orthogonal K-means Hashing

    Hashing methods are efficient in dealing with large scale image retrieval problems. Current hashing methods, such as the orthogonal k-means, using coordinate descent algorithm to minimize quantization error us...

    Ziqian Zeng, Yueming Lv, Wing W. Y. Ng in Machine Learning and Cybernetics (2014)