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Computer Vision, Connectomics

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China

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Education and qualifications (3)

University of Chinese Academy of Sciences: Beijing, CN

2020 to present | Ph.D. Student (School of Future Technology)
Education
Source: Self-asserted source
Hao Zhai

Institute of Automation, Chinese Academy of Sciences: Beijing, CN

2020 to present | Ph.D. Student (State Key Laboratory of Multimodal Artificial Intelligence Systems)
Education
Source: Self-asserted source
Hao Zhai

University of Science and Technology Beijing: Beijing, CN

2016 to 2020 | B.Eng. (School of Automation and Electrical Engineering)
Education
Source: Self-asserted source
Hao Zhai

Professional activities (1)

IEEE: Piscataway, US

2022 to 2025 | IEEE Membership (Graduate Student)
Membership
Source: Self-asserted source
Hao Zhai

Works (11)

Re-isotropic Segmentation for Subcellular Ultrastructure in Anisotropic EM Images

IEEE Transactions on Medical Imaging
2025 | Journal article
DOI: 10.1109/TMI.2024.3511599
Contributors: Jinyue Guo; Zejin Wang; Hao Zhai; Yanchao Zhang; Jing Liu; Hua Han
Source: check_circle
Crossref

NeuroLink: Bridging Weak Signals in Neuronal Imaging with Morphology Learning

Lecture Notes in Computer Science
2024 | Book chapter
DOI: 10.1007/978-3-031-72111-3_44
Part of ISBN: 9783031721106
Part of ISBN: 9783031721113
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Haiyang Yan; Hao Zhai; Jinyue Guo; Linlin Li; Hua Han
Source: Self-asserted source
Hao Zhai

SegNeuron: 3D Neuron Instance Segmentation in Any EM Volume with a Generalist Model

Lecture Notes in Computer Science
2024 | Book chapter
DOI: 10.1007/978-3-031-72111-3_55
Part of ISBN: 9783031721106
Part of ISBN: 9783031721113
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Yanchao Zhang; Jinyue Guo; Hao Zhai; Jing Liu; Hua Han
Source: Self-asserted source
Hao Zhai

A novel 3D instance segmentation network for synapse reconstruction from serial electron microscopy images

Expert Systems with Applications
2024-12 | Journal article
DOI: 10.1016/j.eswa.2024.124562
Contributors: Jing Liu; Bei Hong; Chi Xiao; Hao Zhai; Lijun Shen; Qiwei Xie; Hua Han
Source: check_circle
Crossref

DeepMulticut: Deep Learning of Multicut Problem for Neuron Segmentation From Electron Microscopy Volume

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-12 | Journal article
DOI: 10.1109/TPAMI.2024.3409634
Contributors: Zhenchen Li; Xu Yang; Jiazheng Liu; Bei Hong; Yanchao Zhang; Hao Zhai; Lijun Shen; Xi Chen; Zhiyong Liu; Hua Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Addressing Distribution Mismatch for Effective Semi-Supervised Neuron Segmentation

2024-05-31 | Preprint
DOI: 10.1101/2024.05.26.595303
Contributors: Yanchao Zhang; Hao Zhai; Jinyue Guo; Jing Liu; Qiwei Xie; Hua Han
Source: check_circle
Crossref

Blind2Sound: Self-Supervised Image Denoising without Residual Noise

2023 | Preprint
DOI: 10.48550/ARXIV.2303.05183
Contributors: Hao Zhai
Source: Self-asserted source
Hao Zhai

Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics

Medical Imaging with Deep Learning
2023 | Conference paper
URI:

https://openreview.net/forum?id=3_qtVh7gTyy
Contributors: Hao Zhai
Source: Self-asserted source
Hao Zhai

Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes

BMC Bioinformatics
2022-10-31 | Journal article
DOI: 10.1186/s12859-022-04991-6
Part of ISSN: 1471-2105
Contributors: Hao Zhai
Source: Self-asserted source
Hao Zhai
grade
Preferred source (of 2)‎

Fear memory-associated synaptic and mitochondrial changes revealed by deep learning-based processing of electron microscopy data

Cell Reports
2022-08 | Journal article | Visualization
DOI: 10.1016/j.celrep.2022.111151
Part of ISSN: 2211-1247
Contributors: Hao Zhai
Source: Self-asserted source
Hao Zhai

SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
2020-07 | Conference paper | Methodology
DOI: 10.24963/ijcai.2020/776
Contributors: Hao Zhai
Source: Self-asserted source
Hao Zhai
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