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  1. Article

    Open Access

    Significance of physical factors on activities of daily living in patients with tetraplegia after spinal cord injury: a retrospective study

    Tetraplegia is a debilitating sequela of spinal cord injury (SCI). However, comprehensive approaches for determining the influence of various factors on activities of daily living (ADL) in patients with tetrap...

    Kimin Yun, **-cheol Lim, Onyoo Kim in BMC Sports Science, Medicine and Rehabilitation (2024)

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  2. No Access

    Chapter and Conference Paper

    Localization Uncertainty Estimation for Anchor-Free Object Detection

    Since many safety-critical systems, such as surgical robots and autonomous driving cars operate in unstable environments with sensor noise and incomplete data, it is desirable for object detectors to take the ...

    Youngwan Lee, Joong-Won Hwang, Hyung-Il Kim… in Computer Vision – ECCV 2022 Workshops (2023)

  3. No Access

    Article

    Motion interaction field for detection of abnormal interactions

    This paper proposes a new method for the modeling of interactions among objects and for the detection of abnormal interactions in a video. To model interactions among multiple moving objects, we design a motio...

    Kimin Yun, Youngjoon Yoo, ** Young Choi in Machine Vision and Applications (2017)

  4. Chapter and Conference Paper

    Density-Aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes

    In this paper, we propose a density-aware pedestrian proposal network (DAPPN) for robust people detection in crowded scenes. Conventional pedestrian detectors and object proposal algorithms easily fail to find...

    Sangdoo Yun, Kimin Yun, Jongwon Choi… in Computer Vision – ECCV 2016 Workshops (2016)

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  5. No Access

    Chapter and Conference Paper

    Learning with Adaptive Rate for Online Detection of Unusual Appearance

    Detecting of unusual/abnormal event is a popular research in the area of event analysis. Unlike conventional methods that focus on the motion, we tackle a new problem for detecting an unusual appearance in a s...

    Kimin Yun, Jiyun Kim, Soo Wan Kim, Hawook Jeong… in Advances in Visual Computing (2014)

  6. No Access

    Chapter and Conference Paper

    Proximity Clustering for Revealing a Semantically Dominant Class

    We propose the proximity clustering (PxC) algorithm, which finds the spatially diverse but semantically similar data-point colonies in the form of a dominant class cluster. It searches through different proxim...

    Tushar Sandhan, Kimin Yun, ** Young Choi in Advances in Visual Computing (2014)

  7. No Access

    Article

    Detection of moving objects with a moving camera using non-panoramic background model

    This paper presents a fast and reliable method for moving object detection with moving cameras (including pan–tilt–zoom and hand-held cameras). Instead of building large panoramic background model as conventio...

    Soo Wan Kim, Kimin Yun, Kwang Moo Yi, Sun Jung Kim… in Machine Vision and Applications (2013)