Signal Processing

Article	Citations
A novel image encryption scheme based on conservative hyperchaotic system and closed-loop diffusion between blocks	156
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy	152
Image encryption and hiding algorithm based on compressive sensing and random numbers insertion	135
Multimodal medical image fusion review: Theoretical background and recent advances	130
Characteristic analysis of the fractional-order hyperchaotic complex system and its image encryption application	121
Successive variational mode decomposition	114
A robust meaningful image encryption scheme based on block compressive sensing and SVD embedding	112
Multi-image compression-encryption scheme based on quaternion discrete fractional Hartley transform and improved pixel adaptive diffusion	109
Structured optimal graph based sparse feature extraction for semi-supervised learning	108
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	96
Fast and robust small infrared target detection using absolute directional mean difference algorithm	92
Designing a 2D infinite collapse map for image encryption	89
Identification of deep network generated images using disparities in color components	87
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms	83
Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption	74
Bayesian fusion for infrared and visible images	74
A survey on active noise control in the past decade—Part I: Linear systems	71
Fractional Charlier moments for image reconstruction and image watermarking	70
Coupling chaotic system based on unit transform and its applications in image encryption	69
Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy	67
A novel fusion method based on dynamic threshold neural P systems and nonsubsampled contourlet transform for multi-modality medical images	66
A 3D model encryption scheme based on a cascaded chaotic system	64
Signal processing on higher-order networks: Livin’ on the edge... and beyond	62
Fast direction finding for bistatic EMVS-MIMO radar without pairing	62

A stable meaningful image encryption scheme using the newly-designed 2D discrete fractional-order chaotic map and Bayesian compressive sensing	61
Adaptive embedding: A novel meaningful image encryption scheme based on parallel compressive sensing and slant transform	60
Median ensemble empirical mode decomposition	56
Robust adaptive beamforming via coprime coarray interpolation	55
Deep Architectures for Image Compression: A Critical Review	49
Robust and sparsity-aware adaptive filters: A Review	48
Multiscale multilevel context and multimodal fusion for RGB-D salient object detection	48
A survey on active noise control in the past decade–Part II: Nonlinear systems	47
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising	46
Automatic modulation recognition of compound signals using a deep multi-label classifier: A case study with radar jamming signals	46
Robust image watermarking using invariant accurate polar harmonic Fourier moments and chaotic mapping	46
Reversible data hiding with automatic contrast enhancement for medical images	46
Closed-form estimation algorithm for EMVS-MIMO radar with arbitrary sensor geometry	45
Height Measurement with Meter Wave Polarimetric MIMO Radar: Signal Model and MUSIC-like Algorithm	45
A robust and efficient instantaneous frequency estimator of multi-component signals with intersecting time-frequency signatures	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
Generalized spatial smoothing in bistatic EMVS-MIMO radar	41
AR and ARMA model order selection for time-series modeling with ImageNet classification	40
Deep learning methods for solving linear inverse problems: Research directions and paradigms	39
Adaptive energy-constrained variational mode decomposition based on spectrum segmentation and its application in fault detection of rolling bearing	39
Minimum local peak sidelobe level waveform design with correlation and/or spectral constraints	39
Image watermarking based on matrix decomposition and gyrator transform in invariant integer wavelet domain	39
A substitution box generator, its analysis, and applications in image encryption	37
Novel fractional-order generic Jacobi-Fourier moments for image analysis	36
Deep latent factor model for collaborative filtering	36
A new structure-preserving quaternion QR decomposition method for color image blind watermarking	36
Reversible data hiding for high dynamic range images using two-dimensional prediction-error histogram of the second time prediction	35
Selective fixed-filter active noise control based on convolutional neural network	35
Multi-image encryption scheme with quaternion discrete fractional Tchebyshev moment transform and cross-coupling operation	35
High-fidelity dual-image reversible data hiding via prediction-error shift	34
Robust MIMO radar target localization based on lagrange programming neural network	34
Constrained waveform design for dual-functional MIMO radar-Communication system	34
TDOA-based localization with NLOS mitigation via robust model transformation and neurodynamic optimization	34
TPE2: Three-Pixel Exact Thumbnail-Preserving Image Encryption	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	33
Low-rank discriminative least squares regression for image classification	33
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement	33
How to detect the cyclostationarity in heavy-tailed distributed signals	32
DWT-SISA: a secure and effective discrete wavelet transform-based secret image sharing with authentication	32
Single image super-resolution with multi-scale information cross-fusion network	32
Reversible data hiding for JPEG images based on pairwise nonzero AC coefficient expansion	31
Optimized sparse fractional Fourier transform: Principle and performance analysis	31
Circulant singular spectrum analysis: A new automated procedure for signal extraction	31
Hyperspectral image denoising via global spatial-spectral total variation regularized nonconvex local low-rank tensor approximation	31
Multi-semantic CRF-based attention model for image forgery detection and localization	31
Localization of far-field and near-field signals with mixed sparse approach: A generalized symmetric arrays perspective	31
Incipient fault detection and estimation based on Jensen–Shannon divergence in a data-driven approach	30

Generalized maximum correntropy algorithm with affine projection for robust filtering under impulsive-noise environments	29
Low-resolution facial expression recognition: A filter learning perspective	29
Extracting cyclo-stationarity of repetitive transients from envelope spectrum based on prior-unknown blind deconvolution technique	29
Extended convolutional capsule network with application on SAR automatic target recognition	29
Robust adaptive beamforming based on a method for steering vector estimation and interference covariance matrix reconstruction	29
Single image dehazing via atmospheric scattering model-based image fusion	28
Image fusion employing adaptive spectral-spatial gradient sparse regularization in UAV remote sensing	28
Robust reversible audio watermarking based on high-order difference statistics	28
Numerically stable minimum error entropy Kalman filter	28
Distributed recursive filtering for multi-sensor networked systems with multi-step sensor delays, missing measurements and correlated noise	28
Provable tensor ring completion	28
GAN-based spatial image steganography with cross feedback mechanism	27
Deep spectral convolution network for hyperspectral image unmixing with spectral library	27
MIG median detectors with manifold filter	27
Multivariate nonlinear chirp mode decomposition	27
Multi-marginal optimal transport using partial information with applications in robust localization and sensor fusion	26
Improved block ordering and frequency selection for reversible data hiding in JPEG images	26
YOLOSR-IST: A deep learning method for small target detection in infrared remote sensing images based on super-resolution and YOLO	26
Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking	26
FDA radar with doppler-spreading consideration: Mainlobe clutter suppression for blind-doppler target detection	26
An adaptive variational Bayesian filter for nonlinear multi-sensor systems with unknown noise statistics	26
Fractional Fourier Transform based Riesz fractional derivative approach for edge detection and its application in image enhancement	26
Anti-compression JPEG steganography over repetitive compression networks	26
Constrained least lncosh adaptive filtering algorithm	26
Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)	26
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation	26
Single nighttime image dehazing based on image decomposition	25
Image denoising based on nonconvex anisotropic total-variation regularization	25
Color image triple zero-watermarking using decimal-order polar harmonic transforms and chaotic system	25
A novel image encryption algorithm with deep neural network	25
Joint time-space resource allocation and waveform selection for the collocated MIMO radar in multiple targets tracking	25
A Pseudo Maximum likelihood approach to position estimation in dynamic multipath environments	25
Multimodal image fusion via coupled feature learning	24
Information-theoretic waveform design for MIMO radar detection in range-spread clutter	24
Second-order synchroextracting wavelet transform for nonstationary signal analysis of rotating machinery	24
Successive multivariate variational mode decomposition based on instantaneous linear mixing model	24
Adaptive filtering based on recursive minimum error entropy criterion	23
From group sparse coding to rank minimization: A novel denoising model for low-level image restoration	23
On the use of short-time fourier transform and synchrosqueezing-based demodulation for the retrieval of the modes of multicomponent signals	23
Adaptive filtering with quantized minimum error entropy criterion	23
Biomedical signals reconstruction and zero-watermarking using separable fractional order Charlier–Krawtchouk transformation and Sine Cosine Algorithm	23
Robust sparse Bayesian learning for DOA estimation in impulsive noise environments	22
Robust steganography resisting JPEG compression by improving selection of cover element	22
Sparse nested array with aperture extension for high accuracy angle estimation	22
Adversarial batch image steganography against CNN-based pooled steganalysis	22
An adaptive image inpainting method based on euler's elastica with adaptive parameters estimation and the discrete gradient method	22
Sparsity-aware SSAF algorithm with individual weighting factors: Performance analysis and improvements in acoustic echo cancellation	22
CNN based spectral super-resolution of remote sensing images	22
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
Efficient Solvers for Sparse Subspace Clustering	21
Invariances of JPEG-quantized DCT coefficients and their application in robust image steganography	21
Semi-supervised manifold learning based on polynomial mapping for localization in wireless sensor networks	21
A robust fixed-interval smoother for nonlinear systems with non-stationary heavy-tailed state and measurement noises	21
Transmit beamspace design for FDA–MIMO radar with alternating direction method of multipliers	21
Improved image steganography based on super-pixel and coefficient-plane-selection	21
Multi-exposure image fusion based on linear embeddings and watershed masking	21
Multi-PRF and multi-frame track-before-detect algorithm in multiple PRF radar system	21
Self-weighted collaborative representation for hyperspectral anomaly detection	21
A fingerprint technique for indoor localization using autoencoder based semi-supervised deep extreme learning machine	21
Constant modulus waveform design for MIMO radar transmit beampattern with residual network	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
A k-nearest neighbors approach to the design of radar detectors	20
Lossless robust image watermarking by using polar harmonic transform	20
Sparse discrete linear canonical transform and its applications	20
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	20
Content-adaptive image encryption with partial unwinding decomposition	20
Quantized kernel Lleast lncosh algorithm	20
Multi-focus image fusion method based on two stage of convolutional neural network	20
Target-attentional CNN for Radar Automatic Target Recognition with HRRP	20
Semidefinite relaxation method for unified near-Field and far-Field localization by AOA	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
Event-based distributed state estimation for linear systems under unknown input and false data injection attack	19
Adaptive total variation based image segmentation with semi-proximal alternating minimization	19
Distributed cubature H-infinity information filtering for target tracking against uncertain noise statistics	19
Robust sensor fusion with heavy-tailed noises	19
Multivariate intrinsic chirp mode decomposition	19

Multi-view classification with semi-supervised learning for SAR target recognition	19
Fast and efficient acoustic feedback cancellation based on low rank approximation	19
Towards feature representation for steganalysis of spatial steganography	19
Medical image fusion using guided filter random walks and spatial frequency in framelet domain	19
Distributed Filtering for Sensor Networks with Fading Measurements and Compensations for Transmission Delays and Losses	19
Fast and efficient implementation of image filtering using a side window convolutional neural network	18
The multiple model multi-Bernoulli filter based track-before-detect using a likelihood based adaptive birth distribution	18
Accurate single image super-resolution using multi-path wide-activated residual network	18
Unsupervised fuzzy model-based image segmentation	18
Multi-focus image fusion based on quad-tree decomposition and edge-weighted focus measure	18
A review of robust distributed estimation strategies over wireless sensor networks	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
CP-PSIS: CRT and polynomial-based progressive secret image sharing	18
Dual-tree biquaternion wavelet transform and its application to color image fusion	18
2-D direction finding using parallel nested arrays with full co-array aperture extension	17
Removal of random valued impulse noise from grayscale images using quadrant based spatially adaptive fuzzy filter	17
Negative sampling strategies for contrastive self-supervised learning of graph representations	17
Superpixel-feature-based multiple kernel sparse representation for hyperspectral image classification	17
Joint cognitive optimization of transmit waveform and receive filter against deceptive interference	17
A TV-log nonconvex approach for image deblurring with impulsive noise	17
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	17
A neighbor level set framework minimized with the split Bregman method for medical image segmentation	17
Mainlobe deceptive jammer suppression using element-pulse coding with MIMO radar	17
Efficient image tampering localization using semi-fragile watermarking and error control codes	17
Learning stacking regression for no-reference super-resolution image quality assessment	17
Fourier-transform quantum phase estimation with quantum phase noise	17
Deceptive jamming template synthesis for SAR based on generative adversarial nets	17
Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks	17
Boosting dark channel dehazing via weighted local constant assumption	17
A separable reversible data hiding scheme for encrypted images based on Tromino scrambling and adaptive pixel value ordering	17
Region-factorized recurrent attentional network with deep clustering for radar HRRP target recognition	16
Infrared and visible image fusion and denoising via ℓ2	16
Learning multi-level structural information for small organ segmentation	16
A kernel recursive minimum error entropy adaptive filter	16
Reversible data hiding method based on combining IPVO with bias-added Rhombus predictor by multi-predictor mechanism	16
Point-wise discriminative auto-encoder with application on robust radar automatic target recognition	16
A double-pass fundus reflection model for efficient single retinal image enhancement	16
A novel robust Student’s t-based Gaussian approximate filter with one-step randomly delayed measurements	16
Sensor network data denoising via recursive graph median filters	16
Feature extraction optimization of JPEG steganalysis based on residual images	16
Sparse nested linear array for direction of arrival estimation	15
RAFnet: Recurrent attention fusion network of hyperspectral and multispectral images	15
Design of quaternion-valued second-order Volterra adaptive filters for nonlinear 3-D and 4-D signals	15
Adaptive strategies for clutter edge detection in radar	15
The octonion linear canonical transform: Definition and properties	15
Infrared and visible image fusion based on edge-preserving guided filter and infrared feature decomposition	15
An improved first quantization matrix estimation for nonaligned double compressed JPEG images	15
Performance evaluation and parameter optimization of sparse Fourier transform	15
Joint DOD and DOA estimation using tensor reconstruction based sparse representation approach for bistatic MIMO radar with unknown noise effect	15
Phased array beamforming with practical constraints	15
A new approach for design of constant modulus discrete phase radar waveform with low WISL	15
Moving source localization using TOA and FOA measurements with imperfect synchronization	15
Multiple maneuvering extended targets detection by 3D projection and tracklet association	15
MiRNA-Disease association prediction via non-negative matrix factorization based matrix completion	15
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	15
General fuzzy C-means clustering algorithm using Minkowski metric	15
Adversarial unsupervised domain adaptation for cross scenario waveform recognition	15
Convergence analysis of the conventional filtered-x affine projection algorithm for active noise control	15
Online discriminative graph learning from multi-class smooth signals	15
Cramér-Rao bound for a mixture of real- and integer-valued parameter vectors and its application to the linear regression model	15
Generalized nuclear norm and Laplacian scale mixture based low-rank and sparse decomposition for video foreground-background separation	15
Distributed multi-view multi-target tracking based on CPHD filtering	15
Anti-noise FCM image segmentation method based on quadratic polynomial	15
A systematic review on recent developments in nonlocal and variational methods for SAR image despeckling	15
Pseudolinear kalman filters for target tracking using hybrid measurements	14
Regression-based methods for face alignment: A survey	14
A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding	14
Rate-distortion model for grayscale-invariance reversible data hiding	14
Three-dimension extracting transform	14
Stability of graph convolutional neural networks to stochastic perturbations	14
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data	14
A Comprehensive Review on Content-Aware Image Retargeting: From Classical to State-of-the-art Methods	14
Estimating nonlinear chirp modes exploiting sparsity	14
Efficient waveform covariance matrix design and antenna selection for MIMO radar	14
Affine projection mixed-norm algorithms for robust filtering	14
Fine Doppler scale estimations for an underwater acoustic CP-OFDM system	14
Joint sparse-collaborative representation to fuse hyperspectral and multispectral images	14
A family of affine projection-type least lncosh algorithms and their step-size optimization	14
Multitask diffusion affine projection sign algorithm and its sparse variant for distributed estimation	14
A unified sparse array design framework for beampattern synthesis	14
Rearranged coprime array to increase degrees of freedom and reduce mutual coupling	14
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	14
Doppler-aided positioning in GNSS receivers - A performance analysis	14
Deep multi-label learning for image distortion identification	14
Flexible construction of compressed sensing matrices with low storage space and low coherence	14
Structured subspace learning-induced symmetric nonnegative matrix factorization	14
Adaptive simultaneous multibeam resource management for colocated MIMO radar in multiple targets tracking	14
LADMM-Net: An unrolled deep network for spectral image fusion from compressive data	14
Distributed maximum correntropy linear and nonlinear filters for systems with non-Gaussian noises	14
Diffusion affine projection maximum correntropy criterion algorithm and its performance analysis	14
Deeply transformed subspace clustering	14
Active contours driven by Gaussian function and adaptive-scale local correntropy-based K-means clustering for fast image segmentation	14
ADMM-based transmit beampattern synthesis for antenna arrays under a constant modulus constraint	14
Accurate AM-FM signal demodulation and separation using nonparametric regularization method	14