Multi-tissue Nucleus Segmentation

10 papers with code • 3 benchmarks • 3 datasets

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Latest papers with no code

MRL: Learning to Mix with Attention and Convolutions

no code yet • 30 Aug 2022

To achieve an efficient mix, we exploit the domain-wide receptive field provided by self-attention for regional-scale mixing and convolutional kernels restricted to local scale for local-scale mixing.

CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation

no code yet • 13 Mar 2019

Accurate segmenting nuclei instances is a crucial step in computer-aided image analysis to extract rich features for cellular estimation and following diagnosis as well as treatment.

Micro-Net: A unified model for segmentation of various objects in microscopy images

no code yet • 22 Apr 2018

Object segmentation and structure localization are important steps in automated image analysis pipelines for microscopy images.

Learning Steerable Filters for Rotation Equivariant CNNs

no code yet • CVPR 2018

In many machine learning tasks it is desirable that a model's prediction transforms in an equivariant way under transformations of its input.