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cs.CV2025★ 2 cited
ROBUST-MIPS: A Combined Skeletal Pose and Instance Segmentation Dataset for Laparoscopic Surgical Instruments
Zhe Han, Charlie Budd, Gongyu Zhang +3
Localisation of surgical tools constitutes a foundational building block for computer-assisted interventional technologies. Works in this field typically focus on training deep lea…
cs.CV2025
Dual Teacher-Student Learning for Semi-supervised Medical Image Segmentation
Pengchen Zhang, Alan J. X. Guo, Sipin Luo +2
Semi-supervised learning reduces the costly manual annotation burden in medical image segmentation. A popular approach is the mean teacher (MT) strategy, which applies consistency…