Xiaomu Song

According to our database, Xiaomu Song authored at least 24 papers between 2002 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

AA Comparison of Dynamic Modeling Approaches for Epileptic EEG Detection and Classification.

Xiaomu Song, Luis Aguilar, Suk-Chung Yoon

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Dynamic Modeling and Classification of Epileptic EEG Data.

Xiaomu Song, Luis Aguilar, Angela Herb, Suk-Chung Yoon

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2016

Data-Driven and Predefined ROI-Based Quantification of Long-Term Resting-State fMRI Reproducibility.

Xiaomu Song, Lawrence P. Panych, Nankuei Chen

Brain Connect., 2016

2015

Improving brain-computer interface classification using adaptive common spatial patterns.

Xiaomu Song, Suk-Chung Yoon

Comput. Biol. Medicine, 2015

2014

A study of long-term fMRI reproducibility using data-driven analysis methods.

Xiaomu Song, Lawrence P. Panych, Ying-Hui Chou, Nankuei Chen

Int. J. Imaging Syst. Technol., 2014

A unified machine learning method for task-related and resting state fMRI data analysis.

Xiaomu Song, Nan-kuei Chen

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2011

Identification and attenuation of physiological noise in fMRI using kernel techniques.

Xiaomu Song, Nankuei Chen, Pooja Gaur

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Mapping rabbit whisker barrels using discriminant analysis of high field fMRI data.

Xiaomu Song, Limin Li, Daniil P. Aksenov, Michael J. Miller, Alice M. Wyrwicz

NeuroImage, 2010

2009

Unsupervised spatiotemporal fMRI data analysis using support vector machines.

Xiaomu Song, Alice M. Wyrwicz

NeuroImage, 2009

2008

SVM-Based Data Editing for Enhanced One-Class Classification of Remotely Sensed Imagery.

Xiaomu Song, Guoliang Fan, Mahesh N. Rao

IEEE Geosci. Remote. Sens. Lett., 2008

Baseline drift and physiological noise removal in high field FMRI data using kernel PCA.

Xiaomu Song, Tongyou Ji, Alice M. Wyrwicz

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Selecting Salient Frames for Spatiotemporal Video Modeling and Segmentation.

Xiaomu Song, Guoliang Fan

IEEE Trans. Image Process., 2007

One-class Machine Learning for Brain Activation Detection.

Xiaomu Song, George Iordanescu, Alice M. Wyrwicz

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Joint Key-Frame Extraction and Object Segmentation for Content-Based Video Analysis.

Xiaomu Song, Guoliang Fan

IEEE Trans. Circuits Syst. Video Technol., 2006

Spatiotemporal Denoising and Clustering of fMRI Data.

Xiaomu Song, Matthew Murphy, Alice M. Wyrwicz

Proceedings of the International Conference on Image Processing, 2006

2005

Automatic CRP mapping using nonparametric machine learning approaches.

Xiaomu Song, Guoliang Fan, Mahesh N. Rao

IEEE Trans. Geosci. Remote. Sens., 2005

A ν-insensitive SVM approach for compliance monitoring of the conservation reserve program.

Xiaomu Song, Ginto Cherian, Guoliang Fan

IEEE Geosci. Remote. Sens. Lett., 2005

Joint Key-Frame Extraction and Object-Based Video Segmentation.

Xiaomu Song, Guoliang Fan

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

A New Video Analysis Approach for Coherent Key-frame Extraction and Object Segmentation.

Xiaomu Song, Guoliang Fan

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Key-frame extraction for Object-based Video Segmentation.

Xiaomu Song, Guoliang Fan

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Application of support vector machines for automatic compliance monitoring of the conservation reserve program (CRP) tracts.

Ginto Cherian, Xiaomu Song, Guoliang Fan, Mahesh N. Rao

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003

Unsupervised Bayesian image segmentation using wavelet-domain hidden Markov models.

Xiaomu Song, Guoliang Fan

Proceedings of the 2003 International Conference on Image Processing, 2003

An entropy based segmentation algorithm for computer-generated document images.

Lijie Liu, Yan Dong, Xiaomu Song, Guoliang Fan

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

A study of contextual modeling and texture characterization for multiscale Bayesian segmentation.

Guoliang Fan, Xiaomu Song

Proceedings of the 2002 International Conference on Image Processing, 2002