Xiaomu Song

Publication Activity (10 Years)

Years Active: 2002-2020
Publications (10 Years): 4

Top Topics

Healthy Subjects

Top Venues

Comput. Biol. Medicine

Publications

Xiaomu Song, Luis Aguilar, Suk-Chung Yoon
AA Comparison of Dynamic Modeling Approaches for Epileptic EEG Detection and Classification. EMBC (2020)
Xiaomu Song, Luis Aguilar, Angela Herb, Suk-Chung Yoon
Dynamic Modeling and Classification of Epileptic EEG Data. NER (2019)
Xiaomu Song, Lawrence P. Panych, Nankuei Chen
Data-Driven and Predefined ROI-Based Quantification of Long-Term Resting-State fMRI Reproducibility. Brain Connect. 6 (2) (2016)
Xiaomu Song, Suk-Chung Yoon
Improving brain-computer interface classification using adaptive common spatial patterns. Comput. Biol. Medicine 61 (2015)
Xiaomu Song, Nan-kuei Chen
A unified machine learning method for task-related and resting state fMRI data analysis. EMBC (2014)
Xiaomu Song, Lawrence P. Panych, Ying-Hui Chou, Nankuei Chen
A study of long-term fMRI reproducibility using data-driven analysis methods. Int. J. Imaging Syst. Technol. 24 (4) (2014)
Xiaomu Song, Nankuei Chen, Pooja Gaur
Identification and attenuation of physiological noise in fMRI using kernel techniques. EMBC (2011)
Xiaomu Song, Limin Li, Daniil Aksenov, Michael J. Miller, Alice M. Wyrwicz
Mapping rabbit whisker barrels using discriminant analysis of high field fMRI data. NeuroImage 51 (2) (2010)
Xiaomu Song, Alice M. Wyrwicz
Unsupervised spatiotemporal fMRI data analysis using support vector machines. NeuroImage 47 (1) (2009)
Xiaomu Song, Tongyou Ji, Alice M. Wyrwicz
Baseline drift and physiological noise removal in high field FMRI data using kernel PCA. ICASSP (2008)
Xiaomu Song, Guoliang Fan, Mahesh N. Rao
SVM-Based Data Editing for Enhanced One-Class Classification of Remotely Sensed Imagery. IEEE Geosci. Remote. Sens. Lett. 5 (2) (2008)
Xiaomu Song, Guoliang Fan
Selecting Salient Frames for Spatiotemporal Video Modeling and Segmentation. IEEE Trans. Image Process. 16 (12) (2007)
Xiaomu Song, George Iordanescu, Alice M. Wyrwicz
One-class Machine Learning for Brain Activation Detection. CVPR (2007)
Xiaomu Song, Guoliang Fan
Joint Key-Frame Extraction and Object Segmentation for Content-Based Video Analysis. IEEE Trans. Circuits Syst. Video Technol. 16 (7) (2006)
Xiaomu Song, Matthew Murphy, Alice M. Wyrwicz
Spatiotemporal Denoising and Clustering of fMRI Data. ICIP (2006)
Xiaomu Song, Guoliang Fan
Joint Key-Frame Extraction and Object-Based Video Segmentation. WACV/MOTION (2005)
Xiaomu Song, Guoliang Fan
Key-frame extraction for Object-based Video Segmentation. ICASSP (2) (2005)
Xiaomu Song, Guoliang Fan, Mahesh N. Rao
Automatic CRP mapping using nonparametric machine learning approaches. IEEE Trans. Geosci. Remote. Sens. 43 (4) (2005)
Xiaomu Song, Ginto Cherian, Guoliang Fan
A ν-insensitive SVM approach for compliance monitoring of the conservation reserve program. IEEE Geosci. Remote. Sens. Lett. 2 (2) (2005)
Xiaomu Song, Guoliang Fan
A New Video Analysis Approach for Coherent Key-frame Extraction and Object Segmentation. MMSP (2005)
Ginto Cherian, Xiaomu Song, Guoliang Fan, Mahesh N. Rao
Application of support vector machines for automatic compliance monitoring of the conservation reserve program (CRP) tracts. IGARSS (2004)
Lijie Liu, Yan Dong, Xiaomu Song, Guoliang Fan
An entropy based segmentation algorithm for computer-generated document images. ICIP (1) (2003)
Xiaomu Song, Guoliang Fan
Unsupervised Bayesian image segmentation using wavelet-domain hidden Markov models. ICIP (2) (2003)
Guoliang Fan, Xiaomu Song
A study of contextual modeling and texture characterization for multiscale Bayesian segmentation. ICIP (3) (2002)