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Research interests
Research interests
- Computer vision, machine learning and healthcare
Projects
Projects
Multi-Modal Feature Selection with Canonical Correlation Analysis
Multi-Modal Feature Selection with Canonical Correlation Analysis
- SPIE'14 paper: supervised Multi-View CCA (sMVCCA)
- TMI'14 paper: sMVCCA for Histologic + proteomic fusion
- MICCAI'14 paper: group-sparse sMVCCA
- Nature Scientific Report'17 paper: cascaded sMVCCA for Alzheimer’s
Motion Deblurring
Motion Deblurring
- Visual Computer'14 paper: automap-based kernel estimation
- TCSVT'14 paper: learning-based motion kernel estimation
Binary descriptor + Bipartite graph matching
Binary descriptor + Bipartite graph matching
- ICIP'11 paper: Softferns: ferns + first-order graph matching
- TCSVT'14 paper: BB-Homography: binary descriptor + second-order graph matching [Video1] [Video2] [Video3] [C/C++ Codes]
FaceDSP: simultaneous Face Detection, Segmentation and Pose
FaceDSP: simultaneous Face Detection, Segmentation and Pose
- MVA'11 paper: color prior for 3-D head pose tracking [Video]
- ICPR'12 paper: regression tree based skin detection
- ICIP'13 paper: integrated graph based face segmentation
- ICASSP'13 paper: active learning based face segmentation
Mitosis detection
Mitosis detection
- 6th place in the MICCAI'13 Grand Challenge on Mitosis
- SPIE'14 paper: 2nd place (offline) in the ICPR'12 Mitosis Challenge
- JMI'14 paper: extension of the SPIE'14 paper
- Medical Image Analysis'14 paper: MICCAI'13 challenge summary
Depth Inpainting for Kinect Sensor
Depth Inpainting for Kinect Sensor
- ICIP'13 paper: TV21 regularization for depth restoration
- ACPR'13 paper: graph laplacian for depth inpainting
Volume reconstruction with groupwise registration
Volume reconstruction with groupwise registration
- SPIE'13 paper: groupwise registration with natural gradient
- SPIE'13 paper: multi-scale mouse lung characterization
Human fall detection using depth information
Human fall detection using depth information
- JBHI'14 paper: fall detection using CSS features
- CCCV'15 paper: multi-feature fusion for fall detection
- Applied Soft Computing'14 paper: improvement of JBHI
- SDUFall++ paper: released SDUFall++
- SDUFall: http://pan.baidu.com/s/1i5P83Gh password：7ta9
- SDUFall++: http://pan.baidu.com/s/1bpGrrZp password：ioo9
Discriminative scale learning for prostate cancer diagnosis
Discriminative scale learning for prostate cancer diagnosis
- ISBI'13 paper: discriminatively weighted local binary patterns on T2MRI
- Nature Scientific Report'17 paper: discriminatively weighted multi-scale features on various medical images
Monocular 3-D Head Pose Tracking
Monocular 3-D Head Pose Tracking
- FG'08 paper: ellipsoidal-based pose tracking [Video1] [Video2] [Video3]
- ICIP'11 paper: feature and optical flow fusion [Video1]
- ICIP'13 paper: maximum entropy based head pose tracking [Video1]
- TCSVT'12 paper: invariant keypoint learning for 3-D head pose [Demo] [Video1] [Video2] [Video3] [Video4] [Video5]
Interactive Head Modeling
Interactive Head Modeling
- Thesis-Chapter III: 3-D head modeling with moving least squares
- See our project page for details
- [Demo]
- [C/C++ Codes]
Video representation mixing video and avatar
Video representation mixing video and avatar
- ACCV'09 paper: monocular eye gaze tracking [Video1] [Video2]
- FG'08 paper: using 3-D head tracking to control avatar
- VRIC'09 paper: MVA platform
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