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  1. Article

    Open Access

    Publisher Correction: GOSS: towards generalized open-set semantic segmentation

    Jie Hong, Weihao Li, Junlin Han, Jiyang Zheng, Pengfei Fang in The Visual Computer (2024)

  2. Article

    Open Access

    GOSS: towards generalized open-set semantic segmentation

    In this paper, we extend Open-set Semantic Segmentation (OSS) into a new image segmentation task called Generalized Open-set Semantic Segmentation (GOSS). Previously, with well-known OSS, the intelligent agent...

    Jie Hong, Weihao Li, Junlin Han, Jiyang Zheng, Pengfei Fang in The Visual Computer (2024)

  3. No Access

    Article

    Poincaré Kernels for Hyperbolic Representations

    Embedding data in hyperbolic spaces has proven beneficial for many advanced machine learning applications. However, working in hyperbolic spaces is not without difficulties as a result of its curved geometry (e.g

    Pengfei Fang, Mehrtash Harandi, Zhenzhong Lan in International Journal of Computer Vision (2023)

  4. No Access

    Article

    A survey of image encryption algorithms based on chaotic system

    Many researchers have devoted themselves to studying image encryption based on chaotic system and have made significant strides in research in recent decades. This paper first combs and summarizes the developm...

    Pengfei Fang, Han Liu, Chengmao Wu, Min Liu in The Visual Computer (2023)

  5. No Access

    Chapter and Conference Paper

    Channel Recurrent Attention Networks for Video Pedestrian Retrieval

    Full attention, which generates an attention value per element of the input feature maps, has been successfully demonstrated to be beneficial in visual tasks. In this work, we propose a fully attentional netwo...

    Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson in Computer Vision – ACCV 2020 (2021)

  6. No Access

    Chapter and Conference Paper

    An Objects Detection Framework in UAV Videos

    Unmanned aerial vehicles equipped with surveillance system have begun to play an increasingly important role in recent years, which has provided a wealth of valuable information for national security and defen...

    Jianjiang Lu, Pengfei Fang, Yulong Tian in Advances in Computer Science and Education… (2011)