IEEE

CLIP-to-Seg Distillation for Zero-shot Semantic Segmentation

Abstract: CLIP has greatly advanced zero-shot segmentation by leveraging its strong visual-language association and generalization capability. However, directly adapting CLIP for segmentation often ...
Scientific Research Publishing

Braga, A.M., Marques, R.C.P., Medeiros, F.N.S., Neto, J.F.S.R., Bianchi, A.G.C., Carneiro, C.M., et al. (2021) Hierarchical Median Narrow Band for Level Set Segmentation of ...

ABSTRACT: Aiming at the problems of intensity inhomogeneity, boundary blurring and noise interference in the segmentation of three-dimensional volume data (such as medical images and industrial CT ...
Scientific Research Publishing

Qian Zhao, Y., Hong Wang, X., Fang Wang, X. and Shih, F.Y. (2014) Retinal Vessels Segmentation Based on Level Set and Region Growing. Pattern Recognition, 47, 2437-2446.

ABSTRACT: Aiming at the problems of intensity inhomogeneity, boundary blurring and noise interference in the segmentation of three-dimensional volume data (such as medical images and industrial CT ...
Microsoft

Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization

Deep learning–based pancreas segmentation in CT has advanced rapidly yet remains evaluated primarily with mean overlap metrics that fail to capture robustness—defined as the proportion of cases ...
GitHub

how to set the segmentation parameters when using CLAM to process datasets

What are the values you have set for the above parameters？When segmenting WSI, to what extent is it reasonable? I observed that a large amount of light colored tissue was excluded from the JPG images ...
The New York Times

‘Set-Jetting’ Turns Fiction Into Real, Often Expensive, Vacations

The phenomenon, in which travelers choose vacation destinations based on beloved, sometimes dark, TV series and films, has become one of the biggest trends in travel. By Danial Adkison This article is ...