Dr. Chi Xiao Profile

Dr. Chi Xiao

at Institute of Automation

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Publications (4)

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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