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Latent Constrained Correlation Filter
B. Zhang, S. Luan, C. Chen, J. Han, W. Wang, A. Perina, and L. Shao , IEEE Transactions on Image Processing , 2017MATLABFree
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Output Constraint Transfer for Kernelized Correlation Filter in Tracking
B. Zhang, Z. Li, Q. Ye, C. Chen, L. Shen, A. Perina, and R. Ji , IEEE Transactions on Systems, Man, and Cybernetics: Systems , 2017MATLABFree
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Noise Robust Position-Patch based Face Super-Resolution via Tikhonov Regularized Neighbor Representation
J. Jiang, C. Chen, K. Huang, Z. Cai, and R. Hu , Information Sciences , 2016MATLABFree
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Remote Sensing Image Scene Classification Using Multi-scale Completed Local Binary Patterns and Fisher Vectors
L. Huang, C. Chen, W. Li, Q. Du , Remote Sensing , 2016MATLABFree
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Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
W. Li, C. Chen, H. Su, and Q. Du , IEEE Transactions on Geoscience and Remote Sensing , 2015MATLABFree
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Fast Single Image Super-Resolution via Self-Example Learning and Sparse Representation
Z. Zhu, F. Guo, H. Yu, and C. Chen , IEEE Transactions on Multimedia , 2014MATLABFree
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Fast-Convergent Distributed Coordinated Precoding for TDD Multicell MIMO Systems
R. Brandt, M. Bengtsson , IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP'15) , 2015JuliaFree
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Interference Alignment-Aided Base Station Clustering using Coalition Formation
R. Brandt, R. Mochaourab, M. Bengtsson , Asilomar Conf. Signals, Systems, Computers (Asilomar'15) , 2015JuliaFree
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Weighted Sum Rate Optimization for Multicell MIMO Systems with Hardware-Impaired Transceivers
R. Brandt, E. Björnson, M. Bengtsson , IEEE Int. Conf. Acoustics, Speech, Signal Process. (ICASSP'14) , 2014MATLABFree
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Wideband MIMO Channel Diagonalization in the Time Domain
R. Brandt, M. Bengtsson , IEEE Int. Symp. Personal, Indoor, Mobile Radio Commun. (PIMRC'11) , 2011MATLABFree
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Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification
C. Chen, W. Li, E. W. Tramel, M. Cui, S. Prasad, and J. E. Fowler , IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2014MATLABFree
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Reconstruction of Hyperspectral Imagery from Random Projections Using Multihypothesis Prediction
C. Chen, W. Li, E. W. Tramel, and J. E. Fowler , IEEE Transactions on Geoscience and Remote Sensing , 2014MATLABFree
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Real-Time Human Action Recognition Based on Depth Motion Maps
C. Chen, K. Liu, and N. Kehtarnavaz , Journal of Real-Time Image Processing , 2013MATLABFree
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Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
R. Hou, C. Chen, and M. Shah , International Conference on Computer Vision (ICCV) , 2017PythonFree
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Cross-View Image Matching for Geo-localization in Urban Environments
Y. Tian, C. Chen, and M. Shah , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017MATLAB / PythonFree
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3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
C. Chen, M. Liu, B. Zhang, J. Han, J. Jiang and H. Liu , 25th International Joint Conference on Artificial Intelligence (IJCAI-16) , 2016MATLABFree
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Action Recognition from Depth Sequences Using Depth Motion Maps-based Local Binary Patterns
C. Chen, R. Jafari, and N. Kehtarnavaz , IEEE Winter Conference on Applications of Computer Vision (WACV 2015) , 2015MATLABFree
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Single-Image Super-Resolution Using Multihypothesis Prediction
C. Chen, and J. E. Fowler , The 46th Asilomar Conference on Signals, Systems, and Computers , 2012MATLABFree
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Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C. Chen, E. W. Tramel, and J. E. Fowler , The 45th Asilomar Conference on Signals, Systems, and Computers , 2011MATLABFree
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Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria
Keze Wang, Liang Lin, Xiaopeng Yan, Ziliang Chen, Dongyu Zhang, and Lei Zhang , IEEE Transactions on Neural Networks and Learning Systems , 2018PytorchFree
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Active Self-Paced Learning for Cost-Effective and Progressive Face Identification
Liang Lin, Keze Wang, Deyu Meng, Wangmeng Zuo, and Lei Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018C++Free
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Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning
Yukai Shi, Keze Wang, Chongyu Chen, Li Xu and Liang Lin , IEEE Transactions on Mulitmedia , 2017PytorchFree
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PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence
Keze Wang, Liang Lin, Jiangbo Lu, Chenglong Li, and Keyang Shi , IEEE Transactions on Image Processing , 2015C++Free
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Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection
Keze Wang, Xiaopeng Yan, Donyu Zhang, Lei Zhang, Liang Lin , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018PytorchFree
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Recurrent 3D Pose Sequence Machines
Mude Lin, Liang Lin, Xiaodan Liang, Keze Wang, and Hui Cheng , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017LuaFree
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Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications
Z. Yang and L. Xie , Signal Processing , 2018MATLABFree
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Exact joint sparse frequency recovery via optimization methods
Z. Yang and L. Xie , IEEE Transactions on Signal Processing , 2016MATLABFree
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Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution
Z. Yang, L. Xie and P. Stoica , IEEE Transactions on Information Theory , 2016MATLABFree
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A discretization-free sparse and parametric approach for linear array signal processing
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2014MATLABFree
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Variational Bayesian algorithm for quantized compressed sensing
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2013MATLABFree
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Off-grid direction of arrival estimation using sparse Bayesian inference
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2013MATLABFree
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Robustly stable signal recovery in compressed sensing with structured matrix perturbation
Z. Yang, C. Zhang, and L. Xie , IEEE Transactions on Signal Processing , 2012MATLABFree
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Orthonormal expansion l1-minimization algorithms for compressed sensing
Z. Yang, C. Zhang, J. Deng, and W. Lu , IEEE Transactions on Signal Processing , 2011MATLABFree
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Continuous compressed sensing with a single or multiple measurement vectors
Z. Yang and L. Xie , EEE Workshop on Statistical Signal Processing (SSP) , 2014MATLABFree
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High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis – With an Application to Gravitational-Wave Signal
D-H. Pham and S. Meignen , IEEE Transactions on Signal Processing , 2017MATLABFree
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On Demodulation, Ridge Detection and Synchrosqueezing for Multicomponent Signals
S. Meignen, D-H. Pham and S. McLaughlin , IEEE Transactions on Signal Processing , 2017MATLABFree
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An Overview of Time-Frequency Reassignment and Synchrosqueezing
F. Auger, P. Flandrin, Y-T. Lin, S. McLaughlin, S. Meignen, T. Oberlin, H-T. Wu , IEEE Signal Processing Magazine , 2013MATLABFree
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A New algorithm for Multicomponent Signals Analysis based on SynchroSqueezing: With an Application to Signal Sampling and Denoising
S. Meignen, T. Oberlin and S. McLaughlin , IEEE Transactions on Signal Processing , 2012MATLABFree
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Nonlinear Cell-Average Multiscale Signal Representations: Application to Signal Denoising
B. Mateï, S. Meignen , Signal Processing , 2012MATLABFree
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An Alternative Formulation for the Empirical Mode Decomposition
T. Oberlin, S. Meignen and V. Perrier , IEEE Transactions on Signal Processing , 2012MATLABFree
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A New Formulation for Empirical Mode Decomposition Based on Constrained Optimization
S. Meignen, V. Perrier , IEEE Signal Processing Letters , 2007ScilabFree
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Optimized Kernel Entropy Components
E. Izquierdo-Verdiguier, V. Laparra, R. Jenssen, L. Gómez-Chova, & G. Camps-Valls , IEEE Transactions on Neural Networks and Learning Systems , 2016MATLABFree
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Visual aftereffects and sensory nonlinearities from a single statistical framework
V. Laparra & J. Malo , Frontiers in Human Neuroscience , 2015MATLABFree
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Spatio-Chromatic Adaptation via Higher-Order Canonical Correlation Analysis of Natural Images
M.U. Gutmann, V. Laparra, A. Hyvärinen and J. Malo , PLOS ONE , 2014MATLABFree
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A three-layer model of natural image statistics
M.U. Gutmann and A. Hyvärinen , Journal of Physiology-Paris , 2013MATLABFree
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Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural
M.U. Gutmann and A. Hyvärinen , Journal of Machine Learning Research , 2012MATLABFree
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Encoding Invariances in Remote Sensing Image Classification with SVM
E. Izquierdo-Verdiguier, V. Laparra, L. Gómez-Chova & G. Camps-Valls , IEEE Geoscience and Remote Sensing Letters , 2013MATLABFree
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Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis
V. Laparra, S. Jiménez, G. Camps-Valls & J. Malo , Neural Computation , 2012MATLABFree
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Psychophysically Tuned Divisive Normalization factorizes the PDF of Natural Images
J. Malo & V. Laparra , Neural Computation , 2010MATLABFree
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Divisive Normalization Image Quality Metric Revisited
V. Laparra, J. Muñoz & J.Malo , Journal of the Optical Society of America A , 2010MATLABFree
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Image Denoising with Kernels based on Natural Image Relations
V. Laparra, J. Gutiérrez, G. Camps & J. Malo , Journal of Machine Learning Research , 2010MATLABFree
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Kernel Feature Extraction in Signal Processing
V. Laparra and Camps-Valls, G. , Digital Signal Processing with Kernel Methods (Chapter 12) , 2017MATLABFree
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End-to-end optimized image compression
J. Ballé, V. Laparra, and E.P. Simoncelli , Int'l. Conf. on Learning Representations (ICLR2017) , 2017MATLABFree
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Density Modeling of Images using a Generalized Normalization Transformation
J. Ballé, V. Laparra, and E.P. Simoncelli , SIAM: Conference on Imaging Science , 2016TensorflowFree
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Complex-valued independent component analysis of natural images
V. Laparra, M. Gutmann, J. Malo, & A. Hyvärinen , International Conference on Artificial Neural Networks , 2011MATLABFree
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Recovering Wavelet Relations Using SVM for Image Denoising
V. Laparra, J. Gutiérrez, G. Camps and J. Malo , IEEE International Conference on Image Processing (ICIP) , 2008MATLABFree
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Characterizing Variability of Modular Brain Connectivity with Constrained Principal Component Analysis
J. Hirayama, A. Hyvärinen, V. Kiviniemi, M. Kawanabe and O. Yamashita , PLoS ONE , 2016MATLABFree
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Optimal spectral transportation with application to music transcription
R. Flamary, C. Févotte, N. Courty & V. Emiya , Advances in Neural Information Processing Systems (NIPS) , 2016PythonFree
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Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C. Févotte & N. Dobigeon , IEEE Transactions on Image Processing , 2015MATLABFree
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Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence
D.L. Sun & C. Févotte , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2014MATLABFree
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Automatic relevance determination in nonnegative matrix factorization with the beta-divergence
V.Y.F. Tan & C. Févotte , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2013MATLABFree
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Non-negative dynamical system with application to speech and audio
C. Févotte, J. Le Roux & J.R. Hershey , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2013MATLABFree
-
Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson Model
O. Dikmen & C. Févotte , IEEE Transactions on Signal Processing , 2012MATLABFree
-
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation
O. Dikmen & C. Févotte , Advances in Neural Information Processing Systems (NIPS) , 2011MATLABFree
-
Probabilistic template-based chord recognition
L. Oudre, C. Févotte & Y. Grenier , IEEE Transactions on Audio, Speech and Language Processing , 2011MATLABFree
-
Algorithms for nonnegative matrix factorization with the beta-divergence
C. Févotte & J. Idier , Neural Computation , 2011MATLABFree
-
Chord recognition by fitting rescaled chroma vectors to chord templates
L. Oudre, Y. Grenier & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2011MATLABFree
-
Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization
C. Févotte , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2011MATLABFree
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Notes on nonnegative tensor factorization of the spectrogram for audio source separation~: statistical insights and towards self-clustering of the spatial cues
C. Févotte & A. Ozerov , 7th International Symposium on Computer Music Modeling and Retrieval (CMMR) , 2010MATLABFree
-
Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation
A. Ozerov & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2010MATLABFree
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Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis
C. Févotte, N. Bertin & J.-L. Durrieu , Neural Computation , 2009MATLABFree
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Sparse linear regression with structured priors and application to denoising of musical audio
C. Févotte, B. Torrésani, L. Daudet & S.J. Godsill , IEEE Transactions on Audio, Speech and Language Processing , 2008MATLABFree
-
Pivot selection strategies in Jacobi joint block-diagonalization
C. Févotte & F. Theis , 7th International Conference on Independent Component Analysis and Signal Separation (ICA) , 2007MATLABFree
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Bayesian audio source separation
C. Févotte , Blind speech separation , 2007MATLABFree
-
Orthonormal approximate joint block-diagonalization
C. Févotte & F. Theis , GET/Télécom Paris , 2007MATLABFree
-
A Bayesian approach to blind separation of sparse sources
C. Févotte & S.J. Godsill , IEEE Transactions on Audio, Speech and Language Processing , 2006MATLABFree
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Performance measurement in blind audio source separation
E. Vincent, R. Gribonval & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2006MATLABFree
-
Two contributions to blind source separation using time-frequency distributions
C. Févotte & C. Doncarli , IEEE Signal Processing Letters , 2004MATLABFree
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Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks
Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao , IEEE Transactions on Image Processing , 2018CaffeFree
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Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index
Kede Ma, Zhengfang Duanmu, Hojatollah Yeganeh, and Zhou Wang , IEEE Transactions on Computational Imaging , 2018MATLABFree
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End-to-End Blind Image Quality Assessment Using Deep Neural Networks
Kede Ma, Wentao Liu, Kai Zhang, Zhengfang Duanmu, Zhou Wang, and Wangmeng Zuo , IEEE Transactions on Image Processing , 2018MATLAB / TensorflowFree
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dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs
Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, and Dacheng Tao , IEEE Transactions on Image Processing , 2017MATLABFree
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Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach
Kede Ma, Hui Li, Hongwei Yong, Zhou Wang, Deyu Meng, and Lei Zhang , IEEE Transactions on Image Processing , 2017MATLABFree
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A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images
Shiqi Wang, Kede Ma, Hojatollah Yeganeh, Zhou Wang, and Weisi Lin , IEEE Signal Processing Letters (SPL) , 2015MATLABFree
-
Objective Quality Assessment for Color-to-Gray Image Conversion
Kede Ma, Tiesong Zhao, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing , 2015MATLABFree
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Perceptual Quality Assessment for Multi-Exposure Image Fusion
Kede Ma, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing , 2015MATLABFree
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High Dynamic Range Image Compression by Optimizing Tone Mapped Image Quality Index
Kede Ma, Hojatollah Yeganeh, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing , 2015MATLABFree
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No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics
Yuming Fang, Kede Ma, Zhou Wang, Weisi Lin, Zhijun Fang, and Guangtao Zhai , IEEE Signal Processing Letters , 2015MATLABFree
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Reversible Data Hiding in Encrypted Images by Reserving Room before Encryption
Kede Ma, Weiming Zhang, Xianfeng Zhao, Nenghai Yu, and Fenghua Li , IEEE Transactions on Information Forensics and Security (TIFS) , 2013MATLABFree
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Geometric Transformation Invariant Image Quality Assessment Using Convolutional Neural Networks
Kede Ma, Zhengfang Duanmu, and Zhou Wang , IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2018TensorflowFree
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Multi-Exposure Image Fusion: A Patch-wise Approach
Kede Ma and Zhou Wang , IEEE International Conference on Image Processing (ICIP) , 2015MATLABFree
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Deep Bilinear Pooling for Blind Image Quality Assessment
Weixia Zhang, Kede Ma, Jia Yan, Dexiang Deng, and Zhou Wang , IEEE Transactions on Circuits and Systems for Video Technology , 2019MATLABFree
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Orthogonal connectivity factorization: Interpretable decomposition of variability in correlation matrices
A. Hyvärinen, J. Hirayama, V. Kiviniemi and M. Kawanabe , Neural Computation, 28(3), 445-484 , 2016MATLABFree
-
Unifying blind separation and clustering for resting-state EEG/MEG functional connectivity analysis
J. Hirayama, T. Ogawa and A. Hyvärinen , Neural Computation , 2015MATLABFree
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Learning a common dictionary for subject-transfer decoding with resting calibration
H. Morioka, A. Kanemura, J. Hirayama, M. Shikauchi, T. Ogawa, S. Ikeda, M. Kawanabe and S. Ishii , NeuroImage , 2015MATLABFree
-
On the Performance Limits of Pilot-Based Estimation of Bandlimited Frequency-Selective Communication Channels
Montorsi, F.; Vitetta, G , IEEE Transactions on Communications , 2010MATLABFree
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On the Performance Limits of Map-Aware Localization
Montorsi, F.; Mazuelas S.; Vitetta, G.; Win M. Z. , IEEE Transactions on Information Theory , 2013MATLABFree
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Map-Aware Models for Indoor Wireless Localization Systems: An Experimental Study
Montorsi, F.; Pancaldi, F.; Vitetta, G. , IEEE Transactions on Wireless Communications , 2014MATLABFree
-
Reduced-Complexity Algorithms for Indoor Map-Aware Localization Systems
Montorsi, F.; Pancaldi, F.; Vitetta, G. , International Journal of Navigation and Observation , 2015MATLABFree
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On the Impact of A Priori Information on Localization Accuracy and Complexity
Montorsi, F.; Mazuelas S.; Vitetta, G.; Win M. Z. , IEEE International Conference on Communications (ICC) , 2013MATLABFree
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