A shadow elimination approach in video-surveillance context
Pattern Recognition Letters
Kernel matching pursuit classifier ensemble
Pattern Recognition
Data representations and generalization error in kernel based learning machines
Pattern Recognition
3D depth estimation for visual inspection using wavelet transform modulus maxima
Computers and Electrical Engineering
Digital Signal Processing
Explicit parameterization of sleep EEG transients
Computers in Biology and Medicine
The fan-chirp transform for non-stationary harmonic signals
Signal Processing
Primal sketch: Integrating structure and texture
Computer Vision and Image Understanding
Audio source separation with a signal-adaptive local cosine transform
Signal Processing
Fast linear discriminant analysis using binary bases
Pattern Recognition Letters
Computers in Biology and Medicine
Neurocomputing
Acceleration-based Dopplerlet transform-Part I: Theory
Signal Processing
Computational Statistics & Data Analysis
Compression of facial images using the K-SVD algorithm
Journal of Visual Communication and Image Representation
Finding effective points by surrogate models with overcomplete bases
Journal of Computational and Applied Mathematics
A variational method for designing wavelets to match a specified signal
Signal Processing
Conditional spectral moments in matching pursuit based on the chirplet elementary function
Digital Signal Processing
Continuous speech recognition with sparse coding
Computer Speech and Language
Time--frequency feature representation using energy concentration: An overview of recent advances
Digital Signal Processing
Bark scale-based perceptual matching pursuit for improving sinusoidal audio modeling
Digital Signal Processing
Matching pursuit based on nonparametric waveform estimation
Digital Signal Processing
Signal Processing
Image denoising in steerable pyramid domain based on a local Laplace prior
Pattern Recognition
Feature extraction for pulmonary crackle representation via wavelet networks
Computers in Biology and Medicine
Sparsity preserving projections with applications to face recognition
Pattern Recognition
3D face recognition with sparse spherical representations
Pattern Recognition
Wavelet-based approach for transient modeling with application to parametric audio coding
Digital Signal Processing
A binary partitioning approach to image compression using weighted finite automata for large images
Computers & Mathematics with Applications
A new implementation of discrete bionic wavelet transform: Adaptive tiling
Digital Signal Processing
Sparsity preserving discriminant analysis for single training image face recognition
Pattern Recognition Letters
Comparative study of adaptive techniques for denoising CN Tower lightning current derivative signals
Digital Signal Processing
Similarity-based classification of sequences using hidden Markov models
Pattern Recognition
On the sparseness of 1-norm support vector machines
Neural Networks
An iterative linearised solution to the sinusoidal parameter estimation problem
Computers and Electrical Engineering
On the statistics of matching pursuit angles
Signal Processing
Pattern Recognition Letters
Sparsity-aware estimation of CDMA system parameters
EURASIP Journal on Advances in Signal Processing - Special issue on advanced equalization techniques for wireless communications
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
Modeling spatial and semantic cues for large-scale near-duplicated image retrieval
Computer Vision and Image Understanding
Adaptive time-frequency transform
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: digital speech processing - Volume III
Journal of Computational and Applied Mathematics
Journal of Visual Communication and Image Representation
Auditory-inspired sparse representation of audio signals
Speech Communication
Improved stability conditions of BOGA for noisy block-sparse signals
Signal Processing
Journal of Computational and Applied Mathematics
Sparse representations for spatial prediction and texture refinement
Journal of Visual Communication and Image Representation
Pixel-level image fusion with simultaneous orthogonal matching pursuit
Information Fusion
Beyond sparsity: The role of L1-optimizer in pattern classification
Pattern Recognition
Sparse representation based down-sampling image compression
Journal of Computational and Applied Mathematics
Compressive sensing of underground structures using GPR
Digital Signal Processing
A novel predual dictionary learning algorithm
Journal of Visual Communication and Image Representation
Sparse and silent coding in neural circuits
Neurocomputing
Multi-way space-time-wave-vector analysis for EEG source separation
Signal Processing
Fast communication: Constraint removal for sparse signal recovery
Signal Processing
Iterative reweighted l1 design of sparse FIR filters
Signal Processing
Error bounds for convex parameter estimation
Signal Processing
Sparse neighbor representation for classification
Pattern Recognition Letters
Robust visual tracking with structured sparse representation appearance model
Pattern Recognition
How far can one compress digital fault records? Analysis of a matching pursuit-based algorithm
Digital Signal Processing
Construction of seafloor thematic maps from multibeam acoustic backscatter angular response data
Computers & Geosciences
K-clustered tensor approximation: A sparse multilinear model for real-time rendering
ACM Transactions on Graphics (TOG)
Optimization with Sparsity-Inducing Penalties
Foundations and Trends® in Machine Learning
Block-Based Compressed Sensing of Images and Video
Foundations and Trends in Signal Processing
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques
Journal of Medical Systems
A* orthogonal matching pursuit: Best-first search for compressed sensing signal recovery
Digital Signal Processing
Matching Pursuits with random sequential subdictionaries
Signal Processing
Bioinspired sparse spectro-temporal representation of speech for robust classification
Computer Speech and Language
Analyzing radar emitter signals with membrane algorithms
Mathematical and Computer Modelling: An International Journal
Heteroscedastic Sparse Representation Based Classification for Face Recognition
Neural Processing Letters
Convex feasibility modeling and projection methods for sparse signal recovery
Journal of Computational and Applied Mathematics
Coupled behavior analysis for capturing coupling relationships in group-based market manipulations
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Coherence Pattern-Guided Compressive Sensing with Unresolved Grids
SIAM Journal on Imaging Sciences
Approximating Symmetric Positive Semidefinite Tensors of Even Order
SIAM Journal on Imaging Sciences
Hard Thresholding Pursuit: An Algorithm for Compressive Sensing
SIAM Journal on Numerical Analysis
Statistical and signal-based network traffic recognition for anomaly detection
Expert Systems: The Journal of Knowledge Engineering
Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising
Engineering Applications of Artificial Intelligence
Searching for the best matching atoms based on multi-swarm co-operative PSO
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Redundant dictionary spaces as a general concept for the analysis of non-vectorial data
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Sparse PDF maps for non-linear multi-resolution image operations
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Sensed compression with cosine and noiselet measurements for medical imaging
ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
SAR image reconstruction and autofocus by compressed sensing
Digital Signal Processing
Memorable basis: towards human-centralized sparse representation
Proceedings of the 20th ACM international conference on Multimedia
Journal of Approximation Theory
Journal of Approximation Theory
Multiple fundamental frequency estimation based on sparse representations in a structured dictionary
Digital Signal Processing
Image collection summarization via dictionary learning for sparse representation
Pattern Recognition
MOEA/D with iterative thresholding algorithm for sparse optimization problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Sparselet models for efficient multiclass object detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Reconstructing 3d human pose from 2d image landmarks
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
3D rotation invariant decomposition of motion signals
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Self-content super-resolution for ultra-HD up-sampling
Proceedings of the 9th European Conference on Visual Media Production
Quaternion space sparse decomposition for motion compression and retrieval
EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation
Quaternion space sparse decomposition for motion compression and retrieval
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Max-margin embedding for multi-label learning
Pattern Recognition Letters
A membrane algorithm with quantum-inspired subalgorithms and its application to image processing
Natural Computing: an international journal
Image recovery from partial wavelet coefficients via sparse representation
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Efficient background subtraction for real-time tracking in embedded camera networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Object recognition using sparse representation of overcomplete dictionary
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
A tree search approach to sparse coding
LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Estimation of electrooculography and blinking signals based on filter banks
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Editor's choice article: On growth and formlets: Sparse multi-scale coding of planar shape
Image and Vision Computing
Super-resolution of single text image by sparse representation
Proceeding of the workshop on Document Analysis and Recognition
Multi-resolutive sparse approximations of d-dimensional data
Computer Vision and Image Understanding
Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection
Computer Vision and Image Understanding
Compressive system identification: Sequential methods and entropy bounds
Digital Signal Processing
Dictionary learning based sparse coefficients for audio classification with max and average pooling
Digital Signal Processing
Non-convex hybrid total variation for image denoising
Journal of Visual Communication and Image Representation
Dictionary learning for image prediction
Journal of Visual Communication and Image Representation
Simultaneous image fusion and super-resolution using sparse representation
Information Fusion
Automatic removal of sonomotor waves from auditory brainstem responses
Computers in Biology and Medicine
Two-layer sparse compression of dense-weight blend skinning
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Fractal pursuit for compressive sensing signal recovery
Computers and Electrical Engineering
Exact sparse recovery with L0 projections
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Document noise removal using sparse representations over learned dictionary
Proceedings of the 2013 ACM symposium on Document engineering
Bio-inspired invariant visual feature representation based on K-SVD and SURF algorithms
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Towards efficient sparse coding for scalable image annotation
Proceedings of the 21st ACM international conference on Multimedia
Rapid speaker adaptation using compressive sensing
Speech Communication
Compressed sensing signal recovery via forward-backward pursuit
Digital Signal Processing
Detection of sparse targets with structurally perturbed echo dictionaries
Digital Signal Processing
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Information Sciences: an International Journal
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm
Journal of Mathematical Imaging and Vision
An SDP approach for ℓ0-minimization: Application to ARX model segmentation
Automatica (Journal of IFAC)
Automated identification of thoracolumbar vertebrae using orthogonal matching pursuit
Machine Vision and Applications
Engineering Applications of Artificial Intelligence
Compressive sensing using the modified entropy functional
Digital Signal Processing
Nonorthogonal bases and phase decomposition: Properties and applications
Digital Signal Processing
Multiview Hessian discriminative sparse coding for image annotation
Computer Vision and Image Understanding
Variable selection in high-dimension with random designs and orthogonal matching pursuit
The Journal of Machine Learning Research
Construction of approximation spaces for reinforcement learning
The Journal of Machine Learning Research
Supervised feature selection in graphs with path coding penalties and network flows
The Journal of Machine Learning Research
Decomposition and dictionary learning for 3D trajectories
Signal Processing
Online Dictionary Learning Based Intra-frame Video Coding
Wireless Personal Communications: An International Journal
Engineering Applications of Artificial Intelligence
Rethinking Stream Ciphers: Can Extracting be Better than Expanding?
Wireless Personal Communications: An International Journal
A matching pursuit approach to solenoidal filtering of three-dimensional velocity measurements
Journal of Computational Physics
Non-negative sparse decomposition based on constrained smoothed ℓ0 norm
Signal Processing
Functional Currents: A New Mathematical Tool to Model and Analyse Functional Shapes
Journal of Mathematical Imaging and Vision
Computationally Efficient Formulation of Sparse Color Image Recovery in the JPEG Compressed Domain
Journal of Mathematical Imaging and Vision
On MAP and MMSE estimators for the co-sparse analysis model
Digital Signal Processing
Unsupervised images segmentation via incremental dictionary learning based sparse representation
Information Sciences: an International Journal
Hi-index | 35.69 |
The authors introduce an algorithm, called matching pursuit, that decomposes any signal into a linear expansion of waveforms that are selected from a redundant dictionary of functions. These waveforms are chosen in order to best match the signal structures. Matching pursuits are general procedures to compute adaptive signal representations. With a dictionary of Gabor functions a matching pursuit defines an adaptive time-frequency transform. They derive a signal energy distribution in the time-frequency plane, which does not include interference terms, unlike Wigner and Cohen class distributions. A matching pursuit isolates the signal structures that are coherent with respect to a given dictionary. An application to pattern extraction from noisy signals is described. They compare a matching pursuit decomposition with a signal expansion over an optimized wavepacket orthonormal basis, selected with the algorithm of Coifman and Wickerhauser see (IEEE Trans. Informat. Theory, vol. 38, Mar. 1992)