Beyond automatic medical image segmentation—the spectrum between fully manual and fully automatic delineation

MJ Trimpl, S Primakov, P Lambin… - Physics in Medicine …, 2022 - iopscience.iop.org
Semi-automatic and fully automatic contouring tools have emerged as an alternative to fully
manual segmentation to reduce time spent contouring and to increase contour quality and …

A Novel Unsupervised Segmentation Method of Canopy Images from UAV Based on Hybrid Attention Mechanism

J Li, Y Wu, H Zhang, H Wang - Electronics, 2023 - mdpi.com
Crown segmentation is a pivotal process in the acquisition of tree parameters. In light of the
high expenses associated with satellite remote sensing and LiDAR technologies, our study …

Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models

Y Shi, J Ma, J Yang, S Wang, Y Zhang - arXiv preprint arXiv:2404.13239, 2024 - arxiv.org
Medical image segmentation plays an important role in many image-guided clinical
approaches. However, existing segmentation algorithms mostly rely on the availability of …

Near infrared imaging and image pre-processing to improve the automatic detection of Canada geese

J Szeto - 2022 - repository.library.carleton.ca
Migratory shorebirds populations are adversely affected by climate change and loss of
habitat thus careful monitoring of their populations is important for early detection of …