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Found 6 papers, 2 papers with code
GLAMpoints: Greedily Learned Accurate Match points
We introduce a novel CNN-based feature point detector - GLAMpoints - learned in a semi-supervised manner.
Ranked #4 on
Image Registration
on FIRE
Joint Segmentation and Path Classification of Curvilinear Structures
Detection of curvilinear structures in images has long been of interest.
Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation
The difficulty of obtaining annotations to build training databases still slows down the adoption of recent deep learning approaches for biomedical image analysis.
Beyond the Pixel-Wise Loss for Topology-Aware Delineation
We propose a new loss term that is aware of the higher-order topological features of linear structures.
Active Learning and Proofreading for Delineation of Curvilinear Structures
In a proofreading context, we similarly find regions of the resulting reconstruction that should be verified in priority to obtain a nearly-perfect result.
Active Learning for Delineation of Curvilinear Structures
Many recent delineation techniques owe much of their increased effectiveness to path classification algorithms that make it possible to distinguish promising paths from others.
