Search Results for author: Jingpeng Wu

Found 6 papers, 1 papers with code

TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images

no code implementations25 Jan 2024 Jia Wan, Wanhua Li, Jason Ken Adhinarta, Atmadeep Banerjee, Evelina Sjostedt, Jingpeng Wu, Jeff Lichtman, Hanspeter Pfister, Donglai Wei

Furthermore, we developed a zero-shot cortical blood vessel segmentation method named TriSAM, which leverages the powerful segmentation model SAM for 3D segmentation.

Benchmarking Segmentation

An Out-of-Domain Synapse Detection Challenge for Microwasp Brain Connectomes

no code implementations1 Feb 2023 Jingpeng Wu, Yicong Li, Nishika Gupta, Kazunori Shinomiya, Pat Gunn, Alexey Polilov, Hanspeter Pfister, Dmitri Chklovskii, Donglai Wei

The size of image stacks in connectomics studies now reaches the terabyte and often petabyte scales with a great diversity of appearance across brain regions and samples.

Domain Adaptation

Bridging the Gap: Point Clouds for Merging Neurons in Connectomics

no code implementations3 Dec 2021 Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu

To address this problem, we propose a novel method based on point cloud representations of neurons.

Point Cloud Classification

Synaptic Partner Assignment Using Attentional Voxel Association Networks

no code implementations22 Apr 2019 Nicholas Turner, Kisuk Lee, Ran Lu, Jingpeng Wu, Dodam Ih, H. Sebastian Seung

The network takes the local image context and a binary mask representing a single cleft as input.

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