NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation.
Wei ZhengCheng PengZeyuan HouBoyu LyuMengfan WangXuelong MiShuoxuan QiaoYinan WanGuoqiang YuPublished in: NeurIPS (2023)
Keyphrases
- image segmentation
- berkeley segmentation dataset
- segmentation method
- markov random field
- region growing
- graph cuts
- computer vision
- method for image segmentation
- basal ganglia
- multiscale
- unsupervised image segmentation
- segmentation algorithm
- image processing
- manually annotated
- spectral clustering
- object segmentation
- benchmark suite
- unsupervised segmentation
- fuzzy c means
- boundary detection
- graph partitioning
- level set method
- active contours
- level set
- real world
- deformable models
- region merging
- gray level
- probabilistic relaxation
- pairwise
- multilevel thresholding
- texture segmentation
- boundary information
- microscopic images
- ground truth
- image analysis