Dr. Xi Chen Profile

Dr. Xi Chen

Professor at Institute of Automation CAS

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Publications (11)

Proceedings Article | 4 April 2022 Paper

Performance analysis in serial-section electron microscopy image registration of neuronal tissue

Bohao Chen, Tong Xin, Hua Han, Xi Chen

Proceedings Volume 12032, 120322N (2022) https://doi.org/10.1117/12.2611465

KEYWORDS: Image registration, Electron microscopy, Image analysis, Analytical research

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Proceedings Article | 3 January 2020 Paper

Using scale information to improve SIFT-based electron microscope image registration method

Bohao Chen, Sheng Chang, Xi Chen, Hua Han

Proceedings Volume 11373, 113732C (2020) https://doi.org/10.1117/12.2557224

KEYWORDS: Image registration, Electron microscopes, Image filtering, Electron microscopy

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Proceedings Article | 3 January 2020 Paper

Electron microscopic sequential images stitching based on belief propagation

Sheng Chang, Fangxu Zhou, Xi Chen, Hua Han

Proceedings Volume 11373, 113731Y (2020) https://doi.org/10.1117/12.2557179

KEYWORDS: Electron microscopes, Scanning electron microscopy, Image registration, Panoramic photography, Image processing, Optimization (mathematics), Error analysis, Analytical research, Image analysis, Neuroimaging

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Proceedings Article | 18 March 2019 Presentation + Paper

Skeleton-based image registration of serial electron microscopy sections

Xi Chen, Lijun Shen, Qiwei Xie, Hua Han

Proceedings Volume 10956, 1095605 (2019) https://doi.org/10.1117/12.2512808

KEYWORDS: Image registration, Tissues, Electron microscopy

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Proceedings Article | 10 April 2018 Paper

Grayscale inhomogeneity correction method for multiple mosaicked electron microscope images

Fangxu Zhou, Xi Chen, Rong Sun, Hua Han

Proceedings Volume 10615, 106152N (2018) https://doi.org/10.1117/12.2303557

KEYWORDS: Image fusion, Electron microscopes, Image processing

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Proceedings Article | 6 March 2018 Paper

An unsupervised network for fast microscopic image registration

Chang Shu, Xi Chen, Qiwei Xie, Hua Han

Proceedings Volume 10581, 105811D (2018) https://doi.org/10.1117/12.2293264

KEYWORDS: Image registration, Network architectures, Tissues, Neurons, Scanning electron microscopy, Image restoration, Feature extraction, Convolution, Neuroimaging, Brain

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Proceedings Article | 2 March 2018 Presentation + Paper

An effective fully deep convolutional neural networks for mitochondria segmentation based on ATUM-SEM

Chi Xiao, Weifu Li, Xi Chen, Hua Han, Qiwei Xie

Proceedings Volume 10574, 105740C (2018) https://doi.org/10.1117/12.2293291

KEYWORDS: Image segmentation, Image fusion, Network architectures, Convolutional neural networks, Electron microscopes, Scanning electron microscopy, Image processing algorithms and systems, Data modeling, Fusion energy, Cancer

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Proceedings Article | 9 March 2017 Paper

3D reconstruction of synapses with deep learning based on EM Images

Chi Xiao, Qiang Rao, Dandan Zhang, Xi Chen, Hua Han, Qiwei Xie

Proceedings Volume 10132, 101324N (2017) https://doi.org/10.1117/12.2254282

KEYWORDS: Reconstruction algorithms, Image segmentation, Brain, Neuroimaging, Synaptic cleft, Evolutionary algorithms, 3D modeling, Scanning electron microscopy, Neural networks, Electron microscopes, 3D visualizations, Image registration

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Proceedings Article | 24 February 2017 Paper

Deep learning and shapes similarity for joint segmentation and tracing single neurons in SEM images

Qiang Rao, Chi Xiao, Hua Han, Xi Chen, Lijun Shen, Qiwei Xie

Proceedings Volume 10133, 1013329 (2017) https://doi.org/10.1117/12.2254284

KEYWORDS: Convolutional neural networks, Electron microscopy, Neurons, Image segmentation, Scanning electron microscopy, Neural networks, Standards development, Machine learning, Brain, Tissues, Microscopy, Neuroimaging, Brain mapping

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Proceedings Article | 24 February 2017 Paper

Microscopic neural image registration based on the structure of mitochondria

Huiwen Cao, Hua Han, Qiang Rao, Chi Xiao, Xi Chen

Proceedings Volume 10133, 1013325 (2017) https://doi.org/10.1117/12.2254208

KEYWORDS: Computer vision technology, Image registration, Tissues, Scanning electron microscopy, Image segmentation, 3D image processing, Neuroimaging, Brain, Machine learning, Pattern recognition, Expectation maximization algorithms, Machine vision

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Proceedings Article | 8 February 2017 Paper

An automated detection for axonal boutons in vivo two-photon imaging of mouse

Weifu Li, Dandan Zhang, Qiwei Xie, Xi Chen, Hua Han

Proceedings Volume 10225, 102250Q (2017) https://doi.org/10.1117/12.2267573

KEYWORDS: Two photon imaging, In vivo imaging, Deconvolution, Image enhancement, Axons, Image segmentation, Brain, 3D image processing, 3D image enhancement, Image processing

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Showing 5 of 11 publications

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