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    Chapter and Conference Paper

    Representation Sharing for Fast Object Detector Search and Beyond

    Region Proposal Network (RPN) provides strong support for handling the scale variation of objects in two-stage object detection. For one-stage detectors which do not have RPN, it is more demanding to have powe...

    Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott in Computer Vision – ECCV 2020 (2020)

  2. Chapter and Conference Paper

    Combining Cross Entropy Loss with Manually Defined Hard Example for Semantic Image Segmentation

    Semantic image segmentation has been one of the fundamental tasks in computer vision, which aims to assign a label to each pixel in an image. Nowadays, approaches based on fully convolutional network (FCN) hav...

    Zelu Deng, Jianbin Gao, Tao Huang, James C. Gee in Image and Graphics (2019)