Signal Processing

Article	Citations
A novel image encryption scheme based on conservative hyperchaotic system and closed-loop diffusion between blocks	159
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy	154
Multimodal medical image fusion review: Theoretical background and recent advances	138
Image encryption and hiding algorithm based on compressive sensing and random numbers insertion	136
Successive variational mode decomposition	122
A robust meaningful image encryption scheme based on block compressive sensing and SVD embedding	113
Multi-image compression-encryption scheme based on quaternion discrete fractional Hartley transform and improved pixel adaptive diffusion	110
Structured optimal graph based sparse feature extraction for semi-supervised learning	109
Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing	107
A visually secure image encryption scheme based on semi-tensor product compressed sensing	98
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms	96
Fast and robust small infrared target detection using absolute directional mean difference algorithm	94
Designing a 2D infinite collapse map for image encryption	91
Identification of deep network generated images using disparities in color components	91
Bayesian fusion for infrared and visible images	77
Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption	76
A survey on active noise control in the past decade—Part I: Linear systems	73
Fractional Charlier moments for image reconstruction and image watermarking	70
Coupling chaotic system based on unit transform and its applications in image encryption	70
A novel fusion method based on dynamic threshold neural P systems and nonsubsampled contourlet transform for multi-modality medical images	69
A 3D model encryption scheme based on a cascaded chaotic system	69
Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy	67
Signal processing on higher-order networks: Livin’ on the edge... and beyond	65
Fast direction finding for bistatic EMVS-MIMO radar without pairing	64
Adaptive embedding: A novel meaningful image encryption scheme based on parallel compressive sensing and slant transform	61

A stable meaningful image encryption scheme using the newly-designed 2D discrete fractional-order chaotic map and Bayesian compressive sensing	61
Median ensemble empirical mode decomposition	59
Deep Architectures for Image Compression: A Critical Review	52
Multiscale multilevel context and multimodal fusion for RGB-D salient object detection	49
Robust and sparsity-aware adaptive filters: A Review	49
A survey on active noise control in the past decade–Part II: Nonlinear systems	48
Closed-form estimation algorithm for EMVS-MIMO radar with arbitrary sensor geometry	47
Reversible data hiding with automatic contrast enhancement for medical images	47
Robust image watermarking using invariant accurate polar harmonic Fourier moments and chaotic mapping	47
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising	47
Height Measurement with Meter Wave Polarimetric MIMO Radar: Signal Model and MUSIC-like Algorithm	46
A robust and efficient instantaneous frequency estimator of multi-component signals with intersecting time-frequency signatures	44
Generalized spatial smoothing in bistatic EMVS-MIMO radar	43
A saliency-based multiscale approach for infrared and visible image fusion	43
An optimized blind watermarking scheme based on principal component analysis in redundant discrete wavelet domain	42
Multi-focus image fusion based on nonsubsampled contourlet transform and residual removal	42
Deep learning methods for solving linear inverse problems: Research directions and paradigms	41
AR and ARMA model order selection for time-series modeling with ImageNet classification	41
Multi-image encryption scheme with quaternion discrete fractional Tchebyshev moment transform and cross-coupling operation	40
Adaptive energy-constrained variational mode decomposition based on spectrum segmentation and its application in fault detection of rolling bearing	40
Minimum local peak sidelobe level waveform design with correlation and/or spectral constraints	39
A new structure-preserving quaternion QR decomposition method for color image blind watermarking	38
TPE2: Three-Pixel Exact Thumbnail-Preserving Image Encryption	37
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement	37
A substitution box generator, its analysis, and applications in image encryption	37
Constrained waveform design for dual-functional MIMO radar-Communication system	36
Novel fractional-order generic Jacobi-Fourier moments for image analysis	36
Selective fixed-filter active noise control based on convolutional neural network	36
Low-rank discriminative least squares regression for image classification	35
High-fidelity dual-image reversible data hiding via prediction-error shift	35
TDOA-based localization with NLOS mitigation via robust model transformation and neurodynamic optimization	34
Robust MIMO radar target localization based on lagrange programming neural network	34
Retinal image enhancement using low-pass filtering and α-rooting	34
Radar active antagonism through deep reinforcement learning: A Way to address the challenge of mainlobe jamming	34
Reversible data hiding for high dynamic range images using two-dimensional prediction-error histogram of the second time prediction	34
Multi-semantic CRF-based attention model for image forgery detection and localization	33
Circulant singular spectrum analysis: A new automated procedure for signal extraction	32
DWT-SISA: a secure and effective discrete wavelet transform-based secret image sharing with authentication	32
Hyperspectral image denoising via global spatial-spectral total variation regularized nonconvex local low-rank tensor approximation	32
How to detect the cyclostationarity in heavy-tailed distributed signals	32
Optimized sparse fractional Fourier transform: Principle and performance analysis	32
Reversible data hiding for JPEG images based on pairwise nonzero AC coefficient expansion	32
Single image super-resolution with multi-scale information cross-fusion network	32
Localization of far-field and near-field signals with mixed sparse approach: A generalized symmetric arrays perspective	31
GAN-based spatial image steganography with cross feedback mechanism	31
Robust adaptive beamforming based on a method for steering vector estimation and interference covariance matrix reconstruction	30
Extracting cyclo-stationarity of repetitive transients from envelope spectrum based on prior-unknown blind deconvolution technique	30
Distributed recursive filtering for multi-sensor networked systems with multi-step sensor delays, missing measurements and correlated noise	30
Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)	30
Generalized maximum correntropy algorithm with affine projection for robust filtering under impulsive-noise environments	29

Image fusion employing adaptive spectral-spatial gradient sparse regularization in UAV remote sensing	29
Provable tensor ring completion	29
Single image dehazing via atmospheric scattering model-based image fusion	29
Fractional Fourier Transform based Riesz fractional derivative approach for edge detection and its application in image enhancement	29
Numerically stable minimum error entropy Kalman filter	29
Extended convolutional capsule network with application on SAR automatic target recognition	29
Multi-marginal optimal transport using partial information with applications in robust localization and sensor fusion	28
Robust reversible audio watermarking based on high-order difference statistics	28
YOLOSR-IST: A deep learning method for small target detection in infrared remote sensing images based on super-resolution and YOLO	27
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation	27
FDA radar with doppler-spreading consideration: Mainlobe clutter suppression for blind-doppler target detection	27
A novel image encryption algorithm with deep neural network	27
Deep spectral convolution network for hyperspectral image unmixing with spectral library	27
Constrained least lncosh adaptive filtering algorithm	27
MIG median detectors with manifold filter	27
Second-order synchroextracting wavelet transform for nonstationary signal analysis of rotating machinery	27
Multivariate nonlinear chirp mode decomposition	27
Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking	27
Improved block ordering and frequency selection for reversible data hiding in JPEG images	27
Joint time-space resource allocation and waveform selection for the collocated MIMO radar in multiple targets tracking	26
Image denoising based on nonconvex anisotropic total-variation regularization	26
Anti-compression JPEG steganography over repetitive compression networks	26
Single nighttime image dehazing based on image decomposition	26
A Pseudo Maximum likelihood approach to position estimation in dynamic multipath environments	26
Multimodal image fusion via coupled feature learning	26
An adaptive variational Bayesian filter for nonlinear multi-sensor systems with unknown noise statistics	26
Successive multivariate variational mode decomposition based on instantaneous linear mixing model	25
Color image triple zero-watermarking using decimal-order polar harmonic transforms and chaotic system	25
Adaptive filtering based on recursive minimum error entropy criterion	25
Adaptive filtering with quantized minimum error entropy criterion	24
Information-theoretic waveform design for MIMO radar detection in range-spread clutter	24
Lossless robust image watermarking by using polar harmonic transform	24
On the use of short-time fourier transform and synchrosqueezing-based demodulation for the retrieval of the modes of multicomponent signals	24
Robust sparse Bayesian learning for DOA estimation in impulsive noise environments	23
Robust steganography resisting JPEG compression by improving selection of cover element	23
Adversarial batch image steganography against CNN-based pooled steganalysis	23
Target-attentional CNN for Radar Automatic Target Recognition with HRRP	23
From group sparse coding to rank minimization: A novel denoising model for low-level image restoration	23
Sparse nested array with aperture extension for high accuracy angle estimation	23
Self-weighted collaborative representation for hyperspectral anomaly detection	23
Biomedical signals reconstruction and zero-watermarking using separable fractional order Charlier–Krawtchouk transformation and Sine Cosine Algorithm	23
An adaptive image inpainting method based on euler's elastica with adaptive parameters estimation and the discrete gradient method	23
Transmit beamspace design for FDA–MIMO radar with alternating direction method of multipliers	23
Improved two-dimensional DOA estimation using parallel coprime arrays	22
DeepFPC: A deep unfolded network for sparse signal recovery from 1-Bit measurements with application to DOA estimation	22
Multi-PRF and multi-frame track-before-detect algorithm in multiple PRF radar system	22
Sparsity-aware SSAF algorithm with individual weighting factors: Performance analysis and improvements in acoustic echo cancellation	22
Constant modulus waveform design for MIMO radar transmit beampattern with residual network	22
Invariances of JPEG-quantized DCT coefficients and their application in robust image steganography	22
A fingerprint technique for indoor localization using autoencoder based semi-supervised deep extreme learning machine	22
Improved image steganography based on super-pixel and coefficient-plane-selection	21
Semi-supervised manifold learning based on polynomial mapping for localization in wireless sensor networks	21
Event-based distributed state estimation for linear systems under unknown input and false data injection attack	21
A robust fixed-interval smoother for nonlinear systems with non-stationary heavy-tailed state and measurement noises	21
Efficient Solvers for Sparse Subspace Clustering	21
Multi-exposure image fusion based on linear embeddings and watershed masking	21
Spectrally compatible aperiodic sequence set design with low cross- and auto-correlation PSL	21
Robust spline adaptive filtering based on accelerated gradient learning: Design and performance analysis	20
A thumbnail-based hierarchical fuzzy clustering algorithm for SAR image segmentation	20
Sparse discrete linear canonical transform and its applications	20
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	20
Quantized kernel Lleast lncosh algorithm	20
Distributed Filtering for Sensor Networks with Fading Measurements and Compensations for Transmission Delays and Losses	20
A k-nearest neighbors approach to the design of radar detectors	20
Semidefinite relaxation method for unified near-Field and far-Field localization by AOA	20
Content-adaptive image encryption with partial unwinding decomposition	20
Medical image fusion using guided filter random walks and spatial frequency in framelet domain	20
Multi-view classification with semi-supervised learning for SAR target recognition	20
Multi-focus image fusion method based on two stage of convolutional neural network	20
A neighbor level set framework minimized with the split Bregman method for medical image segmentation	19
Multivariate intrinsic chirp mode decomposition	19
Fast and efficient acoustic feedback cancellation based on low rank approximation	19
Adaptive total variation based image segmentation with semi-proximal alternating minimization	19
Robust sensor fusion with heavy-tailed noises	19
Fast and efficient implementation of image filtering using a side window convolutional neural network	19
Mainlobe deceptive jammer suppression using element-pulse coding with MIMO radar	19
A review of robust distributed estimation strategies over wireless sensor networks	19
Tracking of targets of interest using labeled multi-Bernoulli filter with multi-sensor control	19
Byzantine-robust decentralized stochastic optimization over static and time-varying networks	19
CP-PSIS: CRT and polynomial-based progressive secret image sharing	19

Distributed cubature H-infinity information filtering for target tracking against uncertain noise statistics	19
Sensor network data denoising via recursive graph median filters	18
Multi-focus image fusion based on quad-tree decomposition and edge-weighted focus measure	18
A TV-log nonconvex approach for image deblurring with impulsive noise	18
Accurate single image super-resolution using multi-path wide-activated residual network	18
Parameter estimation algorithms of linear systems with time-delays based on the frequency responses and harmonic balances under the multi-frequency sinusoidal signal excitation	18
Optimal linear recursive estimators for stochastic uncertain systems with time-correlated additive noises and packet dropout compensations	18
Joint cognitive optimization of transmit waveform and receive filter against deceptive interference	18
Dual-tree biquaternion wavelet transform and its application to color image fusion	18
Unsupervised fuzzy model-based image segmentation	18
The multiple model multi-Bernoulli filter based track-before-detect using a likelihood based adaptive birth distribution	18
Efficient image tampering localization using semi-fragile watermarking and error control codes	18
Fourier-transform quantum phase estimation with quantum phase noise	18
Superpixel-feature-based multiple kernel sparse representation for hyperspectral image classification	17
Negative sampling strategies for contrastive self-supervised learning of graph representations	17
Infrared and visible image fusion based on edge-preserving guided filter and infrared feature decomposition	17
A separable reversible data hiding scheme for encrypted images based on Tromino scrambling and adaptive pixel value ordering	17
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	17
Three-dimension extracting transform	17
No-reference quality index of tone-mapped images based on authenticity, preservation, and scene expressiveness	17
Boosting dark channel dehazing via weighted local constant assumption	17
Learning stacking regression for no-reference super-resolution image quality assessment	17
Cramér-Rao bound for a mixture of real- and integer-valued parameter vectors and its application to the linear regression model	17
Deceptive jamming template synthesis for SAR based on generative adversarial nets	17
Reversible data hiding method based on combining IPVO with bias-added Rhombus predictor by multi-predictor mechanism	17
Efficient waveform covariance matrix design and antenna selection for MIMO radar	17
2-D direction finding using parallel nested arrays with full co-array aperture extension	17
Region-factorized recurrent attentional network with deep clustering for radar HRRP target recognition	16
Multiple maneuvering extended targets detection by 3D projection and tracklet association	16
Feature extraction optimization of JPEG steganalysis based on residual images	16
MiRNA-Disease association prediction via non-negative matrix factorization based matrix completion	16
A systematic review on recent developments in nonlocal and variational methods for SAR image despeckling	16
A double-pass fundus reflection model for efficient single retinal image enhancement	16
A kernel recursive minimum error entropy adaptive filter	16
A new approach for design of constant modulus discrete phase radar waveform with low WISL	16
Infrared and visible image fusion and denoising via ℓ2	16
Learning multi-level structural information for small organ segmentation	16
Joint DOD and DOA estimation using tensor reconstruction based sparse representation approach for bistatic MIMO radar with unknown noise effect	16
General fuzzy C-means clustering algorithm using Minkowski metric	16
A novel robust Student’s t-based Gaussian approximate filter with one-step randomly delayed measurements	16
Online discriminative graph learning from multi-class smooth signals	16
A comparative review on multi-modal sensors fusion based on deep learning	16
Performance evaluation and parameter optimization of sparse Fourier transform	16
A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding	16
Adaptive simultaneous multibeam resource management for colocated MIMO radar in multiple targets tracking	16
Moving source localization using TOA and FOA measurements with imperfect synchronization	15
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	15
An improved first quantization matrix estimation for nonaligned double compressed JPEG images	15
Doppler-aided positioning in GNSS receivers - A performance analysis	15
Adversarial unsupervised domain adaptation for cross scenario waveform recognition	15
RAFnet: Recurrent attention fusion network of hyperspectral and multispectral images	15
Joint detection, tracking and classification of multiple extended objects based on the JDTC-GIW-MeMBer filter	15
Deeply transformed subspace clustering	15
Generalized nuclear norm and Laplacian scale mixture based low-rank and sparse decomposition for video foreground-background separation	15
The octonion linear canonical transform: Definition and properties	15
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	15
Regression-based methods for face alignment: A survey	15
Design of quaternion-valued second-order Volterra adaptive filters for nonlinear 3-D and 4-D signals	15
Convergence analysis of the conventional filtered-x affine projection algorithm for active noise control	15
Adaptive strategies for clutter edge detection in radar	15
ADMM-based transmit beampattern synthesis for antenna arrays under a constant modulus constraint	15
Anti-noise FCM image segmentation method based on quadratic polynomial	15
Distributed multi-view multi-target tracking based on CPHD filtering	15
Fine Doppler scale estimations for an underwater acoustic CP-OFDM system	15
Phased array beamforming with practical constraints	15
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory	15
A family of affine projection-type least lncosh algorithms and their step-size optimization	14
New estimation methods for autoregressive process in the presence of white observation noise	14
Multitask diffusion affine projection sign algorithm and its sparse variant for distributed estimation	14
A novel block-sparse proportionate NLMS algorithm based on the l2,0 norm	14
Active contours driven by Gaussian function and adaptive-scale local correntropy-based K-means clustering for fast image segmentation	14
A Comprehensive Review on Content-Aware Image Retargeting: From Classical to State-of-the-art Methods	14
Affine projection mixed-norm algorithms for robust filtering	14
Structured subspace learning-induced symmetric nonnegative matrix factorization	14
Sparsity-based modified wavelet de-noising autoencoder for ECG signals	14
Distributed maximum correntropy linear and nonlinear filters for systems with non-Gaussian noises	14
The infinite race between steganography and steganalysis in images	14
Stability of graph convolutional neural networks to stochastic perturbations	14
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data	14
Rearranged coprime array to increase degrees of freedom and reduce mutual coupling	14
Multikernel adaptive filtering based on random features approximation	14
Deep multi-label learning for image distortion identification	14
Joint sparse-collaborative representation to fuse hyperspectral and multispectral images	14
Rate-distortion model for grayscale-invariance reversible data hiding	14
LADMM-Net: An unrolled deep network for spectral image fusion from compressive data	14
Diffusion affine projection maximum correntropy criterion algorithm and its performance analysis	14
A unified sparse array design framework for beampattern synthesis	14
A level set model by regularizing local fitting energy and penalty energy term for image segmentation	14
Estimating nonlinear chirp modes exploiting sparsity	14
Accurate AM-FM signal demodulation and separation using nonparametric regularization method	14
Pseudolinear kalman filters for target tracking using hybrid measurements	14
Flexible construction of compressed sensing matrices with low storage space and low coherence	14
An energy-concentrated wavelet transform for time-frequency analysis of transient signal	13
Channel prediction based temporal multiple sparse bayesian learning for channel estimation in fast time-varying underwater acoustic OFDM communications	13
Hyperspectral image denoising by total variation-regularized bilinear factorization	13