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    Article

    A benchmark dataset in chemical apparatus: recognition and detection

    Robots that perform chemical experiments autonomously have been implemented, using the same chemical apparatus as human chemists and capable of performing complex chemical experiments unmanaged. However, most ...

    Le Zou, Ze-Sheng Ding, Shuo-Yi Ran, Zhi-Ze Wu in Multimedia Tools and Applications (2024)

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    Chapter and Conference Paper

    Household Garbage Classification: A Transfer Learning Based Method and a Benchmark

    Household garbage images are highly diverse in color, texture and geometry, which poses significant challenges to garbage classification. Deep convolutional neural network (DCNN) have recently achieved remarka...

    Qian Cheng, Zhi-Ze Wu, Zi-Jun Wu, Le Zou in Parallel Architectures, Algorithms and Pro… (2021)

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    Chapter and Conference Paper

    A Robust Distance Regularized Potential Function for Level Set Image Segmentation

    The level set is a classical image segmentation method, but during the evolution of the level set, it can produce evolutionary problems such as local spikes and deep valleys, or overly flat regions, making the...

    Le Zou, Qian-**g Huang, Zhi-Ze Wu in Intelligent Computing Theories and Applica… (2021)

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    Chapter and Conference Paper

    Lightweight Neural Network Based Garbage Image Classification Using a Deep Mutual Learning

    With the construction and development of civilized cities, image based garbage classification has gradually become an important concern in computer vision community. During the algorithms for image classificat...

    **ao Liu, Zhi-Ze Wu, Zi-Jun Wu, Le Zou in Parallel Architectures, Algorithms and Pro… (2021)

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    Chapter and Conference Paper

    Industrial Smoke Image Segmentation Based on a New Algorithm of Cross-Entropy Model

    Smoke segmentation from the industrial images is a key concern of environmental monitoring. As the similarities between the gray value of the background and the smoke, the existing segmentation algorithms are ...

    Qian-**g Huang, Le Zou, Zhi-Ze Wu in Intelligent Computing Theories and Applica… (2020)