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| 3D Object Recognition from Appearance: PCA Versus | ica | Approaches |
| Affine invariant shape descriptors: The | ica | -Fourier descriptor and the PCA-Fourier descriptor |
| Affine Registration of Point Sets Using ICP and | ica | |
| Analysis and Performance Evaluation of | ica | -Based Architectures for Face Recognition |
| Articulated Hand Tracking by PCA- | ica | Approach |
| AutoGAD: An Improved | ica | -Based Hyperspectral Anomaly Detection Algorithm |
| Biometric Signature of Private Key by Reliable Iris Recognition Based on Flexible- | ica | Algorithm |
| Blind Robust Watermarking Scheme Based on | ica | and Image Dividing Blocks, A |
| CCA and | ica | -Based Mixture Model for Identifying Major Depression Disorder, A |
| Characterization of the Simulated Procedure for Preparation of Dried Radix Rehmanniae Using IR-CWT- | ica | Approach |
| Color Channels Decorrelation by | ica | Transformation in the Wavelet Domain for, Color Texture Analysis and Synthesis |
| Combined EMD- | ica | Analysis of Simultaneously Register EEG-fMRI Data, A |
| Comparative Assessment of | ica | Architectures for Gait Recognition |
| Comparative Assessment of Independent Component Analysis ( | ica | ) for Face Recognition |
| comparative study on | ica | and LPP based Face Recognition under varying illuminations and facial expressions, A |
| Comparison of | ica | approaches for facial expression recognition |
| comparison of PCA and | ica | for object recognition under varying illumination, A |
| Compound PCA- | ica | Neural Network Model for Enhancement and Feature Extraction of Multi-frequency Polarimetric SAR Imagery |
| Consistent | ica | : Determined BSS Meets Spectrogram Consistency |
| Constructing PCA Baseline Algorithms to Reevaluate | ica | -Based Face-Recognition Performance |
| Contrast Functions for Convolutive | ica | of Complex-Valued Linear Processes |
| Coupled Shift-Invariant Tensorial Spatial | ica | Applied to Multi-Group Complex-Valued Task-Related and Resting-State fMRI Data |
| Data compression on the illumination adjustable images by PCA and | ica | |
| De-noising, phase ambiguity correction and visualization techniques for complex-valued | ica | of group fMRI data |
| Decoding Method Based on Complex | ica | for a Multicell Massive MIMO Uplink System |
| Dimension Reduction as a Deflation Method in | ica | |
| DNN-Based Feature Enhancement Using DOA-Constrained | ica | for Robust Speech Recognition |
| Effect of Spatial Alignment Transformations in PCA and | ica | of Functional Neuroimages |
| Effective Representation Using | ica | for Face Recognition Robust to Local Distortion and Partial Occlusion |
| Efficient Face Recognition System Using DWT- | ica | Features, An |
| Efficient Jacobi-Like Deflationary | ica | Algorithm: Application to EEG Denoising, An |
| Efficient Stepsize Selection Strategy for Givens Parametrized | ica | Applied to EEG Denoising |
| Ensemble component selection for improving | ica | based microarray data prediction models |
| Evaluation of | ica | -Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation |
| Evaluation of the New Information in the H/alpha Feature Space Provided by | ica | in PolSAR Data Analysis |
| Face Image Super-Resolution Based on Topology | ica | and Sparse Representation |
| Face Recognition Based on Locally Salient | ica | Information |
| Face Recognition Using IPCA- | ica | Algorithm |
| fast Multilinear | ica | algorithm, A |
| Feature Extraction and Recognition of Ventilator Vibration Signal Based on | ica | /SVM |
| Feature subset selection using | ica | for classifying emphysema in HRCT images |
| Gait recognition for human identif | ica | tion based on ICA and fuzzy SVM through multiple views fusion |
| Generic Object Recognition Using a Combination of | ica | and Shape Cues |
| High Performance and Efficient Facial Recognition Using Norm of | ica | /Multiwavelet Features |
| ica | |
| ica | algorithm for analyzing multiple data sets, An |
| ica | and gabor representation for facial expression recognition |
| ica | and IVA: Theory, connections, and applications to medical imaging |
| ica | Based Approach for Complex Color Scene Text Binarization, An |
| ica | Based Face Recognition Robust to Partial Occlusions and Local Distortions |
| ica | based on asymmetry |
| ica | filters for lighting invariant face recognition |
| ica | mixture hidden conditional random field model for sports event classification |
| ica | Mixture Hidden Conditional Random Field Model for Video Event Classification, An |
| ica | Mixture Hidden Markov Model for Video Content Analysis, An |
| ica | mixture model based unsupervised classification of hyperspectral imagery |
| ica | Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Separation |
| ica | with Reconstruction Cost for Efficient Overcomplete Feature Learning |
| ica | , PCA in Face Recognition |
| ica | -Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation |
| ica | -based direction-of-arrival estimation of uncorrelated and coherent signals with uniform linear array |
| ica | -based neighborhood preserving analysis for face recognition |
| ica | -based Probabilistic Local Appearance Models |
| ica | -Domain Shrinkage Based Poisson-Noise Reduction Algorithm and Its Application to Penumbral Imaging, An |
| ica | -Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data |
| ica | -FX features for classification of singing voice and instrumental sound |
| Identifiability Issues in Noisy | ica | |
| Identifiability, Separability, and Uniqueness of Linear | ica | Models |
| Improved Algorithm for Estimating the | ica | Model Concerning the Convergence Rate, An |
| Improved support vector classif | ica | tion using PCA and ICA feature space modification |
| Improvement of | ica | based probability density estimation for pattern recognition |
| Independent comparative study of PCA, | ica | , and LDA on the FERET data set |
| Infrared and Visible Image Fusion Based on Compressive Sensing and OSS- | ica | -Bases |
| Inlier-based | ica | with an application to superimposed images |
| Invariants -- | ica | , Independent Component Analysis |
| Is | ica | Significantly Better than PCA for Face Recognition? |
| Iterative | ica | -Based Reconstruction Method to Produce Consistent Time-Variable Total Water Storage Fields Using GRACE and Swarm Satellite Data, An |
| Kernel | ica | : An alternative formulation and its application to face recognition |
| Learning sparse filter bank transforms with convolutional | ica | |
| Local Image Descriptors Using Supervised Kernel | ica | |
| Machine reading of camera-held low quality text images: An | ica | -based image enhancement approach for improving OCR accuracy |
| Matching Images Features in a Wide Base Line with | ica | Descriptors |
| Mathemat | ica | l Model for Urban Traffic and Traffic Optimization Using a Developed ICA Technique, A |
| Method and apparatus of recognizing face using 2nd-order independent component analysis ( | ica | )/principal component analysis (PCA) |
| M | ica | : A Multilinear ICA Decomposition for Natural Scene Modeling |
| Multi-Fold Gabor, PCA, and | ica | Filter Convolution Descriptor for Face Recognition |
| Multi-sensor image fusion with | ica | bases and region rule |
| multi-watermarking based on DWT and | ica | , A |
| Multimodal Data Fusion Using Source Separation: Two Effective Models Based on | ica | and IVA and Their Properties |
| Multimodal Speaker Verif | ica | tion Using Ear Image Features Extracted by PCA and ICA |
| Multiscale | ica | for fundus image analysis |
| Natural Image Denoising Using Sparse | ica | Based on 2-D Gabor Wavelet |
| Natural scene classif | ica | tion using overcomplete ICA |
| Neuro-fuzzy fusion in a multimodal face recognition using PCA, | ica | and SIFT |
| New Feature Extraction Method Using the | ica | Filters for Iris Recognition System, A |
| New hypothesis test: a repropagation method to test the appl | ica | bility of linear ICA to a given problem (highlighted by an EEG case study applied to epilepsy) |
| Non-Negative Maximum Likelihood | ica | for Blind Source Separation of Images and Signals with Application to Hyperspectral Image Subpixel Demixing |
| novel remote sensing image fusion algorithm using | ica | bases, A |
| Offline cursive word recognition using continuous density hidden Markov models trained with PCA or | ica | features |
| On the Link Between L1-PCA and | ica | |
| Orthogonal | ica | representation of images |
| Paradigm of Geolog | ica | l Mapping of the Adiyaman Fault Zone of Eastern Turkey Using Landsat 8 Remotely Sensed Data Coupled with PCA, ICA, and MNFA Techniques |
| Performance Evaluation of Non-Ideal Iris Based Recognition System Implementing Global | ica | Encoding |
| Performance of an | ica | Video Watermarking Scheme Using Informed Techniques |
| Performance of complex-valued | ica | algorithms for fMRI analysis: Importance of taking full diversity into account |
| Phase Corrected | ica | for Uplink Massive MIMO |
| Probabilistic PCA and | ica | Subspace Mixture Models for Image Segmentation |
| Proposed Integration Algorithm to Optimize the Separation of Audio Signals Using the | ica | and Wavelet Transform |
| Recognizing faces with PCA and | ica | |
| Recognizing Facial Expressions with PCA and | ica | onto Dimension of the Emotion |
| Region-Based Multimodal Image Fusion using | ica | Bases |
| Remote Sensing Image Fusion Using | ica | and Optimized Wavelet Transform |
| Removing Shadows from Face Images Using | ica | |
| Robust affine invariant shape image retrieval using the | ica | Zernike Moment Shape Descriptor |
| Robust Background Subtraction Using Geodesic Active Contours in | ica | Subspace for Video Surveillance Applications |
| robust method based on | ica | and mixture sparsity for edge detection in medical images, A |
| Robust tracking based on Boosted Color Soft Segmentation and | ica | -R |
| Scattering Model for a Pine Tree Employing VIE With a Broadband MLFMA and Comparison to | ica | |
| Segmentation of Depth-of-Field Images Based on the Response of | ica | Filters |
| Separation of reflections via sparse | ica | |
| Simple mixture model for sparse overcomplete | ica | |
| Simultaneous Dual-Isotope SPECT Imaging Using Independent Component Analysis Based on Wavelet Transformation: Wavelet Based Dual-Isotope SPECT Imaging Using | ica | Analysis |
| small sample size problem of | ica | : A comparative study and analysis, The |
| Sparse | ica | for blind separation of transmitted and reflected images |
| Speaker Classif | ica | tion via Supervised Hierarchical Clustering Using ICA Mixture Model |
| Spectral and Spatial Classif | ica | tion of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles |
| Spectral-Spatial Classif | ica | tion of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy |
| Stability Analysis of Natural Gradient Learning Rules in Complete | ica | : A Unifying Perspective |
| Studies on Cloud Detection of Atmospheric Remote Sensing Image Using | ica | Algorithm |
| Understanding Water Level Changes in the Great Lakes by an | ica | -Based Merging of Multi-Mission Altimetry Measurements |
| Unsupervised image classif | ica | tion, segmentation, and enhancement using ICA mixture models |
| Unsupervised multicomponent image segmentation combining a vectorial HMC Model and | ica | |
| Using an | ica | Representation of High Dimensional Data for Object Recognition and Classification |
| Using an | ica | representation of local color histograms for object recognition |
| Using Genetic Algorithms to Improve Matching Performance of Changeable biometrics from Combining PCA and | ica | Methods |
| validation of | ica | decomposition for PolSAR images by using measures of normalized compression distance, A |
| Video Event Detection using | ica | Mixture Hidden Markov Models |
| Volcanic ash cloud extraction for RS image by combining PCA, | ica | and SVM methods |
| Weighted orthogonal constrained maximum likelihood | ica | algorithm and its application in image feature extraction |
| Whitenedfaces Recognition With PCA and | ica | |
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