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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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Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C. Févotte & N. Dobigeon , IEEE Transactions on Image Processing , 2015MATLABFree
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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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Nonlocal back-projection for adaptive image enlargement
Weisheng Dong, Lei Zhang, Guangming Shi, and Xiaolin Wu , 2009 International Conference on Image Processing (ICIP 2009) , 2009Visual C++Free
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A Multi-Scale Bilateral Structure Tensor Based Corner Detector
Lin Zhang, Lei Zhang, and David Zhang , 2009 Asian Conference of Computer Vision (ACCV 2009) , 2009MATLABFree
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On the Dimensionality Reduction for Sparse Representation based Face Recognition
Lei Zhang, Meng Yang, Zhizhao Feng, and David Zhang , 2010 International Conference on Pattern Recognition (ICPR 2010) , 2010MATLABFree
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A Variational Multiphase Level Set Approach to Simultaneous Segmentation and Bias Correction
Kaihua Zhang, Lei Zhang, and Su Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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RFSIM: A Feature based Image Quality Assessment Metric using Riesz Transforms
Lin Zhang, Lei Zhanga, and Xuanqin Mou , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Monogenic-LBP: A New Approach for Rotation Invariant Texture Classification
Lin Zhang, Lei Zhang, Zhenhua Guo, and David Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Metaface Learning for Sparse Representation based Face Recognition
Meng Yang, Lei Zhanga, Jian Yang and David Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary
Meng Yang, and Lei Zhang , 2010 European Conference on Computer Vision (ECCV 2010) , 2010MATLABFree
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Sparsity-based Image Denoising via Dictionary Learning and Structural Clustering
Weisheng Dong, Xin Li, Lei Zhang, and Guangming Shi , 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011) , 2011MATLABFree
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Robust Sparse Coding for Face Recognition
Meng Yang, Lei Zhang, Jian Yang, and David Zhang , 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011) , 2011MATLABFree
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Centralized Sparse Representation for Image Restoration
Weisheng Dong, Lei Zhang, and Guangming Shi , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
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A Linear Subspace Learning Approach via Sparse Coding
Lei Zhang, Pengfei Zhu, Qinghua Hu and David Zhang , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
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Fisher Discrimination Dictionary Learning for Sparse Representation
Meng Yang, Lei Zhang, Xiangchu Feng, and David Zhang , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
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Sparse Representation or Collaborative Representation: Which Helps Face Recognition?
Lei Zhang, Meng Yang, and Xiangchu Feng , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
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Semi-Coupled Dictionary Learning with Applications to Image Super-Resolution and Photo-Sketch Image Synthesis
Shenlong Wang, Lei Zhang, Yan Liang, and Quan Pan , 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012) , 2012MATLABFree
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Relaxed Collaborative Representation for Pattern Classification
Meng Yang, Lei Zhang, David Zhang and Shenlong Wang , 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012) , 2012MATLABFree
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Multi-scale Patch based Collaborative Representation for Face Recognition with Margin Distribution Optimization
Pengfei Zhu, Lei Zhang, Qinghua Hu, and Simon C.K. Shiu , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
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Efficient Misalignment-Robust Representation for Real-Time Face Recognition
Meng Yang, Lei Zhang, and David Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
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Robust Point Matching Revisited: A Concave Optimization Approach
Wei Lian and Lei Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
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Evaluation of Image Segmentation Quality by Adaptive Ground Truth Composition
Bo Peng and Lei Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLAB and C++Free
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Real-time Compressive Tracking
Kaihua Zhang, Lei Zhang and Ming-Hsuan Yang , European Conference on Computer Vision (ECCV 2012) , 2012MATLAB and C++Free
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A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries
Deyu Meng, Zongben Xu, Lei Zhang and Ji Zhao , AAAI Conference on Artificial Intelligence (AAAI-13) , 2013MATLABFree
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Learning without Human Scores for Blind Image Quality Assessment
Wufeng Xue, Lei Zhang and Xuanqin Mou , 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013) , 2013MATLABFree
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Texture Enhanced Image Denoising via Gradient Histogram Preservation
Wangmeng Zuo, Lei Zhang, Chunwei Song, and David Zhang , Conference on Computer Vision and Pattern Recognition (CVPR 2013) , 2013MATLABFree
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Sparse Variation Dictionary Learning for Face Recognition with A Single Training Sample Per Person
Meng Yang, Luc Van Gool and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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Log-Euclidean Kernels for Sparse Representation and Dictionary Learning
Peihua Li, Qilong Wang, Wangmeng Zuo and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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A Novel Earth Mover’s Distance Methodology for Image Matching with Gaussian Mixture Models
Peihua Li, Qilong Wang, and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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From Point to Set: Extend the Learning of Distance Metrics
Pengfei Zhu, Lei Zhang∗, Wangmeng Zuo, David Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding
Wangmeng Zuo, Deyu Meng, Lei Zhang, Xiangchu Feng, David Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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Perceptual Fidelity Aware Mean Squared Error
Wufeng Xue, Xuanqin Mou, Lei Zhang, and Xiangchu Feng , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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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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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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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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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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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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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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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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Psychophysically Tuned Divisive Normalization factorizes the PDF of Natural Images
J. Malo & V. Laparra , Neural Computation , 2010MATLABFree
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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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Robust principal component analysis with complex noise
Qian Zhao, Deyu Meng, Zongben Xu, Wangmeng Zuo, and Lei Zhang , International Conference on Machine Learning (ICML 2014) , 2014MATLABFree
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Weighted Nuclear Norm Minimization with Application to Image Denoising
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Computer Vision and Pattern Recognition 2014 , 2014MATLABFree
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Shrinkage Expansion Adaptive Metric Learning
Qilong Wang, Wangmeng Zuo, Lei Zhang, and Peihua Li , European Conference on Computer Vision 2014 , 2014MATLABFree
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Support Vector Guided Dictionary Learning
Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, and Ping Wang , European Conference on Computer Vision 2014 , 2014MATLABFree
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Fast Tracking via Dense Spatio-Temporal Context Learning
Kaihua Zhang, Lei Zhang, Qingshan Liu, David Zhang and Ming-Hsuan Yang , European Conference on Computer Vision 2014 , 2014MATLABFree
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Local Generic Representation for Face Recognition with Single Sample per Person
Pengfei Zhu, Meng Yang, Lei Zhang, and Il-Yong Lee , Asian Conference of Computer Vision 2014 , 2014MATLABFree
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Projective Dictionary Pair Learning for Pattern Classification
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Neural Information Processing Systems 2014 , 2014MATLABFree
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External Patch Prior Guided Internal Clustering for Image Denoising
Fei Chen, Lei Zhang, and Huimin Yu , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 2015MATLABFree
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Convolutional Sparse Coding for Image Super-resolution
Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng and Lei Zhang , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 2015MATLABFree
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Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
Jun Xu, Lei Zhang, Wangmeng Zuo, David Zhang, and Xiangchu Feng , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 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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Visual aftereffects and sensory nonlinearities from a single statistical framework
V. Laparra & J. Malo , Frontiers in Human Neuroscience , 2015MATLABFree
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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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A New Formulation for Empirical Mode Decomposition Based on Constrained Optimization
S. Meignen, V. Perrier , IEEE Signal Processing Letters , 2007ScilabFree
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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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Nonlinear Cell-Average Multiscale Signal Representations: Application to Signal Denoising
B. Mateï, S. Meignen , Signal Processing , 2012MATLABFree
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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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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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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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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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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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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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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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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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Variational Bayesian algorithm for quantized compressed sensing
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2013MATLABFree
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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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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
-
Exact joint sparse frequency recovery via optimization methods
Z. Yang and L. Xie , IEEE Transactions on Signal Processing , 2016MATLABFree
-
Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications
Z. Yang and L. Xie , Signal Processing , 2018MATLABFree
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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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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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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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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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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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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
-
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian with Application to Material Recognition
Q. Wang, P. Li, W. Zuo and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
-
Joint Learning of Single-image and Cross-image Representations for Person Re-identification
F. Wang, W. Zuo, L. Lin, D. Zhang and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016CaffeFree
-
Visual Tracking via Dual Linear Structured SVM and Explicit Feature Map
J. Ning, J. Yang, S. Jiang, L. Zhang and M-H Yang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
-
Group MAD Competition – A New Methodology to Compare Objective Image Quality Models
K. Ma, Q. Wu, Z. Wang, Z. Duanmu, H. Yong, H. Li and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
-
A Probabilistic Collaborative Representation based Approach for Pattern Classification
S. Cai, L. Zhang, W. Zuo and X. Feng , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
-
G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition
P. Li, Q. Wang, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
-
Learning Dynamic Guidance for Depth Image Enhancement
S. Gu, W. Zuo, S. Guo, Y. Chen, C. Chen, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
-
Learning Deep CNN Denoiser Prior for Image Restoration
K. Zhang, W. Zuo, S. Gu, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
-
Deep Location-Specific Tracking
L. Yang, R. Liu, D. Zhang, L. Zhang , Proceedings of the 2017 ACM on Multimedia Conference , 2017MATLABFree
-
Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation
S. Gu, D. Meng, W. Zuo, L. Zhang , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
-
Higher-order Integration of Hierarchical Convolutional Activations for Fine-grained Visual Categorization
S. Cai, W. Zuo, L. Zhang , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
-
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
J. Xu, L. Zhang, D. Zhang, X. Feng , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
-
Learning a Wavelet-Like Auto-encoder to Accelerate Deep Neural Networks
T. Chen, Liang Lin, W. Zuo, X. Luo, L. Zhang , Proccedings of AAAI Conference on Artificial Intelligence (AAAI-18) , 2018C++Free
-
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
-
Single-Image Super-Resolution Using Multihypothesis Prediction
C. Chen, and J. E. Fowler , The 46th Asilomar Conference on Signals, Systems, and Computers , 2012MATLABFree
-
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
-
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
-
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
-
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
F. Li, C. Tian, W. Zuo, L. Zhang, M-H. Yang , Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018MATLABFree
-
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
-
Real-Time Human Action Recognition Based on Depth Motion Maps
C. Chen, K. Liu, and N. Kehtarnavaz , Journal of Real-Time Image Processing , 2013MATLABFree
-
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
-
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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