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    Chapter and Conference Paper

    MUSAL: Active Deep Learning Method Integrating Multiple Uncertainty Strategies for Classification

    In order to obtain high efficiency of Deep Learning (DL) methods, it is necessary to train the model with a great amount of labeled data. However, in actual implementations, labeled data is always expensive. A...

    Hai Qin, Ailin Tan, Shuhua Zeng, Kunlin Zou in Proceedings of 2021 International Conferen… (2022)

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    Article

    GSNet: Group Sequential Learning for Image Recognition

    In recent years, deep learning has achieved great successes in the field of image cognitive learning, and designing a well-behaved convolutional neural network (CNN)-based architecture has become a challenging...

    Shao **ang, Qiaokang Liang, Wei Sun, Dan Zhang, Yaonan Wang in Cognitive Computation (2021)

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    Chapter and Conference Paper

    Automatic Leaf Diseases Detection System Based on Multi-stage Recognition

    The problem of plant diseases is an important issue affecting the growth of world food. However, the existing technology still has many defects in the automatic detection of plant diseases. These defects are m...

    Songyun Deng, Lekai Cheng, Wenlin Li, Wei Sun, Yaonan Wang in Image and Graphics (2021)

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    Chapter and Conference Paper

    A Real-Time Detection Framework for On-Tree Mango Based on SSD Network

    On-tree fruit detection in orchards is important for yield estimation, map** and automatic harvesting in modern agriculture. This paper proposes a real-time detection framework for on-tree mango based on SSD...

    Qiaokang Liang, Wei Zhu, Jianyong Long in Intelligent Robotics and Applications (2018)

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    Chapter and Conference Paper

    An Intelligent Monitor System for Gearbox Test

    We have developed an intelligent monitor system for gearbox test for a known automobile enterprise, aiming at gearbox test-online had been an important part of auto industry production pipeline. A test of auto...

    Guangbin Zhang, Yunjian Ge, Kai Fang in Advanced Intelligent Computing Theories an… (2008)