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Conference on Computer Vision and Pattern Recognition · 会议 · Computer Vision

2026-01-15 至 2026-01-15 共收录 1
2404.09406 2026-01-15 cs.CV cs.HC cs.LG cs.RO

Human-in-the-Loop Segmentation of Multi-species Coral Imagery

人机协同的多物种珊瑚图像分割

Scarlett Raine, Ross Marchant, Brano Kusy, Frederic Maire, Niko Suenderhauf, Tobias Fischer

机构 * QUT Centre for Robotics(QUT机器人中心) Image Analytics(图像分析) CSIRO Data61(CSIRO数据61)

AI总结 本文提出利用DINOv2特征和KNN实现高效珊瑚图像分割,仅用5个点标签即可在mIoU上提升13.5%。

Comments IEEE Journal of Oceanic Engineering accepted preprint of extended paper, 36 pages, 14 figures. Original conference paper (v2) accepted at the CVPR 2024 3rd Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3D-IVU)

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