Facial pose image synthesis with a single image using tensor subspace approximation method (パターン認識・メディア理解)
スポンサーリンク
概要
- 論文の詳細を見る
In this paper we proposed a new method called tensor subspace approximation (TSA) to do the facial pose image synthesis with a single image. We make use of the morphable model to all the image data previously in order to separate the image information into two parts: shape and texture. This method applies high-dimensional PCA method which deal with the objective data in the form of tensor to estimate the identify vectors of each samples among the varied images. MaVIC Database (KAO-Ritsumeikan Multi-angle View, Illumination and Cosmetic Facial Database) is used in our experiments and results are improved the accuracy of the method.
- 2009-05-21
著者
-
Qiao Xu
College of Information and Science, Ristumeikan University
-
Igarashi Takanori
Beauty Cosmetic Research Lab, Kao Corporation
-
Nakao Keisuke
Beauty Cosmetic Research Lab, Kao Corporation
-
Kashimoto Akio
Beauty Cosmetic Research Lab, Kao Corporation
-
Chen Yen-Wei
College of Information and Science, Ristumeikan University
-
Chen Yen
College Of Information Science And Engineering Ritsumeikan University
-
Igarashi Takanori
Beauty Cosmetic Research Lab Kao Corporation
-
Qiao Xu
College Of Information And Science Ristumeikan University
-
Chen Y‐w
College Of Information Science And Engineering Ritsumeikan University
-
Nakao Keisuke
Beauty Cosmetic Research Lab Kao Corporation
-
Kashimoto Akio
Beauty Cosmetic Research Lab Kao Corporation
-
Chen Yen-wei
College Of Information And Science Ristumeikan University
-
Chen Yen-wei
College Of Information And Science Ritsumeikan University
関連論文
- A supervised LPP and neural network based scene classification with color histogram and camera metadata (パターン認識・メディア理解)
- A supervised LPP and neural network based scene classification with color histogram and camera metadata (コンピュータビジョンとイメージメディア)
- Facial pose image synthesis with a single image using tensor subspace approximation method (パターン認識・メディア理解)
- Facial pose image synthesis with a single image using tensor subspace approximation method (画像工学)
- Facial pose image synthesis with a single image using tensor subspace approximation method (医用画像)
- A novel automatic liver surface registration method using spherical harmonics (パターン認識・メディア理解)
- A novel automatic liver surface registration method using spherical harmonics (画像工学)
- A novel automatic liver surface registration method using spherical harmonics (医用画像)
- Multi-angle view, illumination and cosmetic facial image database (MaVIC) and quantitative analysis of facial appearance (パターン認識・メディア理解)
- Multi-angle view, illumination and cosmetic facial image database (MaVIC) and quantitative analysis of facial appearance (データ工学)
- Multi-class object recognition by fusion of image descriptors: classification evaluation of PASCAL VOC Challenge database (パターン認識・メディア理解)
- D-12-36 A Spatial Weighted Edge Autocorrelogram for Image Annotation
- An adaptive color SIFT descriptor based on independent component analysis for image classification (パターン認識・メディア理解)
- D-7-17 Statistical Volume Modeling of Liver
- Segmentation of liver in low-contrast images using K-means clustering and a priori knowledge (パターン認識・メディア理解)
- Segmentation of liver in low-contrast images using K-means clustering and a priori knowledge (画像工学)
- Segmentation of liver in low-contrast images using K-means clustering and a priori knowledge (医用画像)
- D-16-2 ICA Based Ring Artifacts Reduction in Cone-Beam CT Images
- Reduction of ring artifacts in cone-beam CT images (医用画像)
- Luminance distribution effects on human skin perception (ヒューマン情報処理)
- D-7-16 Parzen-Window Based Normalized Mutual Information for Image Registration
- 3D Image Registration and Its Application to Open-MR Scanner Based Liver Cancer Surgery(一般セッション(3),人の検出・計測・認識)
- 3D Image Registration and Its Application to Open-MR Scanner Based Liver Cancer Surgery(一般セッション(3),人の検出・計測・認識)
- 3D Image Registration and Its Application to Open-MR Scanner Based Liver Cancer Surgery
- Parzen-Window Based Normalized Mutual Information for Medical Image Registration
- A Wavelet-based Multiresolution Medical Image Registration Strategy Combining Mutual Information with Spatial Information
- An ICA-Domain Shrinkage Based Poisson-Noise Reduction Algorithm and Its Application to Penumbral Imaging(Image Processing and Video Processing)
- Robust Edge Detection by Independent Component Analysis in Noisy Images(Image Processing and Video Processing)
- Joint Blind Super-Resolution and Shadow Removing(Image Processing and Video Processing)
- Comparison of Optimization Methods for Rigid Medical Image Registration
- Comparison of Optimization Methods for Rigid Medical Image Registration
- D-16-10 Construction of Statistical Appearance Models from Fewer Samples by Generalized N-dimensional PCA
- Detection of the small bowel motility with cine-MRI sequence (医用画像)
- A semi-automated detection for motility of small bowel with MRI sequence (パターン認識・メディア理解)
- A semi-automated detection for motility of small bowel with MRI sequence (画像工学)
- A semi-automated detection for motility of small bowel with MRI sequence (医用画像)
- 3D Non-rigid Image Registration Assisted for Pneumoperitoneum in Laparoscopic Surgery
- Multilinear Supervised Neighborhood Embedding with Local Descriptor Tensor for Face Recognition
- Color Independent Components Based SIFT Descriptors for Object/Scene Classification
- Batch-incremental and robust principle component analysis (パターン認識・メディア理解)
- Batch-incremental and robust principle component analysis (マルチメディア・仮想環境基礎)
- Higher Order Orthogonal Iteration vs. Multilinear Principle Component Analysis for Tensor Subspace Learning
- Higher Order Orthogonal Iteration vs. Multilinear Principle Component Analysis for Tensor Subspace Learning
- Higher Order Orthogonal Iteration vs. Multilinear Principle Component Analysis for Tensor Subspace Learning
- Joint kernel equal integration of visual features and textual terms for biomedical imaging modality classification (医用画像)
- Independent components selection of color SIFT descriptors for image classification (医用画像)
- Joint kernel equal integration of visual features and textual terms for biomedical imaging modality classification (画像工学)
- Independent components selection of color SIFT descriptors for image classification (画像工学)
- Joint kernel equal integration of visual features and textual terms for biomedical imaging modality classification (パターン認識・メディア理解)
- Independent components selection of color SIFT descriptors for image classification (パターン認識・メディア理解)
- Higher Order Orthogonal Iteration vs. Multilinear Principle Component Analysis for Tensor Subspace Learning
- D-16-10 Multiple Normalized Statistic Shape Models and Components Selection for Assisting Cirrhosis Diagnosis
- Global Selection vs Local Ordering of Color SIFT Independent Components for Object/Scene Classification
- D-12-22 Visual Impression Estimation of Clothing Fabric Images Using Machine Learning Methods
- Effects of Diffuse and Specular Reflections on the Perceived Age of Facial Skin
- View-Based Object Recognition Using ND Tensor Supervised Neighborhood Embedding
- Multi-Linear Subspace Learning Methods for Statistical Texture Atlases of the Liver
- Fast and Robust Reconstruction of Penumbral Images by Combining Multiple Wiener Filters
- An Overcomplete Dictionary Learning Algorithm for Tensor Sparse Representation
- An Overcomplete Dictionary Learning Algorithm for Tensor Sparse Representation (画像工学)
- An Overcomplete Dictionary Learning Algorithm for Tensor Sparse Representation (医用画像)
- Multi-Linear Subspace Learning Methods for Statistical Texture Atlases of the Liver
- Multi-angle View, Illumination and Cosmetic Facial Image Database (MaVIC) and Quantitative Analysis of Facial Appearance
- Multi-angle View, Illumination and Cosmetic Facial Image Database (MaVIC) and Quantitative Analysis of Facial Appearance
- Segmentation of Liver in Low-Contrast Images Using K-Means Clustering and Geodesic Active Contour Algorithms
- Generalized N-Dimensional Principal Component Analysis (GND-PCA) Based Statistical Appearance Modeling of Facial Images with Multiple Modes
- Generalized N-Dimensional Principal Component Analysis (GND-PCA) Based Statistical Appearance Modeling of Facial Images with Multiple Modes
- 3D Non-rigid Medical Volume Registration using Landmark Based Initialization for Locoregional Therapy of Liver
- Multi-Linear Subspace Learning Methods for Statistical Texture Atlases of the Liver
- An Overcomplete Dictionary Learning Algorithm for Tensor Sparse Representation