Signal Processing

Article	Citations
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy	168
Multimodal medical image fusion review: Theoretical background and recent advances	162
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms	129
Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing	121
Fast and robust small infrared target detection using absolute directional mean difference algorithm	105
A survey on active noise control in the past decade—Part I: Linear systems	97
Bayesian fusion for infrared and visible images	92
Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption	86
Coupling chaotic system based on unit transform and its applications in image encryption	84
A 3D model encryption scheme based on a cascaded chaotic system	81
Signal processing on higher-order networks: Livin’ on the edge... and beyond	80
A novel fusion method based on dynamic threshold neural P systems and nonsubsampled contourlet transform for multi-modality medical images	77
Multi-image encryption scheme with quaternion discrete fractional Tchebyshev moment transform and cross-coupling operation	74
A stable meaningful image encryption scheme using the newly-designed 2D discrete fractional-order chaotic map and Bayesian compressive sensing	71
Adaptive embedding: A novel meaningful image encryption scheme based on parallel compressive sensing and slant transform	67
Median ensemble empirical mode decomposition	66
Robust and sparsity-aware adaptive filters: A Review	63
A survey on active noise control in the past decade–Part II: Nonlinear systems	62
Deep Architectures for Image Compression: A Critical Review	59
A saliency-based multiscale approach for infrared and visible image fusion	52
Multi-focus image fusion based on nonsubsampled contourlet transform and residual removal	52
Multiscale multilevel context and multimodal fusion for RGB-D salient object detection	51
Reversible data hiding with automatic contrast enhancement for medical images	51
Closed-form estimation algorithm for EMVS-MIMO radar with arbitrary sensor geometry	49
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising	49

Height Measurement with Meter Wave Polarimetric MIMO Radar: Signal Model and MUSIC-like Algorithm	48
Deep learning methods for solving linear inverse problems: Research directions and paradigms	48
A robust and efficient instantaneous frequency estimator of multi-component signals with intersecting time-frequency signatures	48
AR and ARMA model order selection for time-series modeling with ImageNet classification	47
Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)	46
TPE2: Three-Pixel Exact Thumbnail-Preserving Image Encryption	46
Radar active antagonism through deep reinforcement learning: A Way to address the challenge of mainlobe jamming	45
Generalized spatial smoothing in bistatic EMVS-MIMO radar	45
A new structure-preserving quaternion QR decomposition method for color image blind watermarking	45
A substitution box generator, its analysis, and applications in image encryption	44
Selective fixed-filter active noise control based on convolutional neural network	44
Adaptive energy-constrained variational mode decomposition based on spectrum segmentation and its application in fault detection of rolling bearing	44
YOLOSR-IST: A deep learning method for small target detection in infrared remote sensing images based on super-resolution and YOLO	42
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement	42
Multi-semantic CRF-based attention model for image forgery detection and localization	40
Extracting cyclo-stationarity of repetitive transients from envelope spectrum based on prior-unknown blind deconvolution technique	38
TDOA-based localization with NLOS mitigation via robust model transformation and neurodynamic optimization	38
Extended convolutional capsule network with application on SAR automatic target recognition	37
Multimodal image fusion via coupled feature learning	37
Fractional Fourier Transform based Riesz fractional derivative approach for edge detection and its application in image enhancement	37
Distributed recursive filtering for multi-sensor networked systems with multi-step sensor delays, missing measurements and correlated noise	35
GAN-based spatial image steganography with cross feedback mechanism	35
Hyperspectral image denoising via global spatial-spectral total variation regularized nonconvex local low-rank tensor approximation	35
Single image super-resolution with multi-scale information cross-fusion network	34
Circulant singular spectrum analysis: A new automated procedure for signal extraction	34
Multivariate nonlinear chirp mode decomposition	33
An adaptive variational Bayesian filter for nonlinear multi-sensor systems with unknown noise statistics	32
Numerically stable minimum error entropy Kalman filter	32
A comparative review on multi-modal sensors fusion based on deep learning	32
FDA radar with doppler-spreading consideration: Mainlobe clutter suppression for blind-doppler target detection	32
Second-order synchroextracting wavelet transform for nonstationary signal analysis of rotating machinery	32
Constrained least lncosh adaptive filtering algorithm	31
A novel image encryption algorithm with deep neural network	31
Robust adaptive beamforming based on a method for steering vector estimation and interference covariance matrix reconstruction	30
Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking	30
Target-attentional CNN for Radar Automatic Target Recognition with HRRP	30
Single image dehazing via atmospheric scattering model-based image fusion	30
Successive multivariate variational mode decomposition based on instantaneous linear mixing model	30
Image denoising based on nonconvex anisotropic total-variation regularization	29
Deep spectral convolution network for hyperspectral image unmixing with spectral library	29
MIG median detectors with manifold filter	29
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation	29
Color image triple zero-watermarking using decimal-order polar harmonic transforms and chaotic system	28
Single nighttime image dehazing based on image decomposition	28
Sparse nested array with aperture extension for high accuracy angle estimation	28
Joint time-space resource allocation and waveform selection for the collocated MIMO radar in multiple targets tracking	27
A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding	27
Transmit beamspace design for FDA–MIMO radar with alternating direction method of multipliers	27
DeepFPC: A deep unfolded network for sparse signal recovery from 1-Bit measurements with application to DOA estimation	27
Spectrally compatible aperiodic sequence set design with low cross- and auto-correlation PSL	27

Lossless robust image watermarking by using polar harmonic transform	27
Biomedical signals reconstruction and zero-watermarking using separable fractional order Charlier–Krawtchouk transformation and Sine Cosine Algorithm	27
Self-weighted collaborative representation for hyperspectral anomaly detection	26
Information-theoretic waveform design for MIMO radar detection in range-spread clutter	26
Distributed Filtering for Sensor Networks with Fading Measurements and Compensations for Transmission Delays and Losses	26
Negative sampling strategies for contrastive self-supervised learning of graph representations	26
A Pseudo Maximum likelihood approach to position estimation in dynamic multipath environments	26
Robust spline adaptive filtering based on accelerated gradient learning: Design and performance analysis	25
Adaptive filtering based on recursive minimum error entropy criterion	25
Invariances of JPEG-quantized DCT coefficients and their application in robust image steganography	25
Multi-view classification with semi-supervised learning for SAR target recognition	25
On the use of short-time fourier transform and synchrosqueezing-based demodulation for the retrieval of the modes of multicomponent signals	25
Robust steganography resisting JPEG compression by improving selection of cover element	24
Sparsity-aware SSAF algorithm with individual weighting factors: Performance analysis and improvements in acoustic echo cancellation	24
A fingerprint technique for indoor localization using autoencoder based semi-supervised deep extreme learning machine	24
An adaptive image inpainting method based on euler's elastica with adaptive parameters estimation and the discrete gradient method	24
Quantized kernel Lleast lncosh algorithm	24
Semidefinite relaxation method for unified near-Field and far-Field localization by AOA	24
From group sparse coding to rank minimization: A novel denoising model for low-level image restoration	24
Adversarial batch image steganography against CNN-based pooled steganalysis	24
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	23
CP-PSIS: CRT and polynomial-based progressive secret image sharing	23
Mainlobe deceptive jammer suppression using element-pulse coding with MIMO radar	23
A review of robust distributed estimation strategies over wireless sensor networks	23
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory	22
Multi-focus image fusion based on quad-tree decomposition and edge-weighted focus measure	22
2-D direction finding using parallel nested arrays with full co-array aperture extension	22
Fast and efficient acoustic feedback cancellation based on low rank approximation	22
The infinite race between steganography and steganalysis in images	22
Joint cognitive optimization of transmit waveform and receive filter against deceptive interference	22
Multi-exposure image fusion based on linear embeddings and watershed masking	22
A robust fixed-interval smoother for nonlinear systems with non-stationary heavy-tailed state and measurement noises	22
Fast and efficient implementation of image filtering using a side window convolutional neural network	22
Constant modulus waveform design for MIMO radar transmit beampattern with residual network	22
Multi-focus image fusion method based on two stage of convolutional neural network	22
A neighbor level set framework minimized with the split Bregman method for medical image segmentation	21
Distributed multi-view multi-target tracking based on CPHD filtering	21
Cramér-Rao bound for a mixture of real- and integer-valued parameter vectors and its application to the linear regression model	21
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	21
Content-adaptive image encryption with partial unwinding decomposition	21
Sparse discrete linear canonical transform and its applications	21
Distributed cubature H-infinity information filtering for target tracking against uncertain noise statistics	21
Adaptive total variation based image segmentation with semi-proximal alternating minimization	20
Medical image fusion using guided filter random walks and spatial frequency in framelet domain	20
Learning stacking regression for no-reference super-resolution image quality assessment	20
A systematic review on recent developments in nonlocal and variational methods for SAR image despeckling	20
Byzantine-robust decentralized stochastic optimization over static and time-varying networks	20
Optimal linear recursive estimators for stochastic uncertain systems with time-correlated additive noises and packet dropout compensations	20
Efficient waveform covariance matrix design and antenna selection for MIMO radar	20
Multivariate intrinsic chirp mode decomposition	20
Sensor network data denoising via recursive graph median filters	20
Online discriminative graph learning from multi-class smooth signals	19
Infrared and visible image fusion based on edge-preserving guided filter and infrared feature decomposition	19
Efficient image tampering localization using semi-fragile watermarking and error control codes	19
An energy-concentrated wavelet transform for time-frequency analysis of transient signal	19
Three-dimension extracting transform	19
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	19
Affine projection mixed-norm algorithms for robust filtering	19
Learning multi-level structural information for small organ segmentation	19
Reversible data hiding method based on combining IPVO with bias-added Rhombus predictor by multi-predictor mechanism	19
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	19
MiRNA-Disease association prediction via non-negative matrix factorization based matrix completion	19
A separable reversible data hiding scheme for encrypted images based on Tromino scrambling and adaptive pixel value ordering	19
Joint detection, tracking and classification of multiple extended objects based on the JDTC-GIW-MeMBer filter	18
A new approach for design of constant modulus discrete phase radar waveform with low WISL	18
No-reference quality index of tone-mapped images based on authenticity, preservation, and scene expressiveness	18
Maximum mixture correntropy based outlier-robust nonlinear filter and smoother	18
A kernel recursive minimum error entropy adaptive filter	18
A Comprehensive Review on Content-Aware Image Retargeting: From Classical to State-of-the-art Methods	18
Performance evaluation and parameter optimization of sparse Fourier transform	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
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data	18
Covariance recovery for one-bit sampled stationary signals with time-varying sampling thresholds	18
A double-pass fundus reflection model for efficient single retinal image enhancement	17
Distributed maximum correntropy linear and nonlinear filters for systems with non-Gaussian noises	17
Epanechnikov kernel for PDF estimation applied to equalization and blind source separation	17
Rearranged coprime array to increase degrees of freedom and reduce mutual coupling	17
Anti-noise FCM image segmentation method based on quadratic polynomial	17
Single image denoising via multi-scale weighted group sparse coding	17
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	17

Improving robust adaptive steganography via minimizing channel errors	17
RAFnet: Recurrent attention fusion network of hyperspectral and multispectral images	17
Region-factorized recurrent attentional network with deep clustering for radar HRRP target recognition	17
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	17
Frequency domain spline adaptive filters	17
Doppler-aided positioning in GNSS receivers - A performance analysis	17
General fuzzy C-means clustering algorithm using Minkowski metric	17
Joint DOD and DOA estimation using tensor reconstruction based sparse representation approach for bistatic MIMO radar with unknown noise effect	17
Stability of graph convolutional neural networks to stochastic perturbations	17
Moving source localization using TOA and FOA measurements with imperfect synchronization	17
Superpixel-feature-based multiple kernel sparse representation for hyperspectral image classification	17
Multikernel adaptive filtering based on random features approximation	17
High-performance reversible data hiding based on ridge regression prediction algorithm	17
Diffusion affine projection maximum correntropy criterion algorithm and its performance analysis	16
An adaptive high capacity reversible data hiding algorithm in interpolation domain	16
Accurate AM-FM signal demodulation and separation using nonparametric regularization method	16
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence	16
Sparsity-based modified wavelet de-noising autoencoder for ECG signals	16
A family of affine projection-type least lncosh algorithms and their step-size optimization	16
Observing and tracking bandlimited graph processes from sampled measurements	16
Multiple maneuvering extended targets detection by 3D projection and tracklet association	16
Secret image sharing scheme with lossless recovery and high efficiency	16
LADMM-Net: An unrolled deep network for spectral image fusion from compressive data	16
A robust low-cost adaptive filtering technique for phonocardiogram signal denoising	16
On efficient gridless methods for 2-D DOA estimation with uniform and sparse L-shaped arrays	16
Source localization in inhomogeneous underwater medium using sensor arrays: Received signal strength approach	16
Robust adaptive filtering algorithms based on the half‐quadratic criterion	16
Regression-based methods for face alignment: A survey	16
Crossterm-free time-frequency representation exploiting deep convolutional neural network	16
Color image watermarking based on a fast structure-preserving algorithm of quaternion singular value decomposition	16
A linearly convergent algorithm for distributed principal component analysis	15
A novel block-sparse proportionate NLMS algorithm based on the l2,0 norm	15
A unified sparse array design framework for beampattern synthesis	15
A level set model by regularizing local fitting energy and penalty energy term for image segmentation	15
Multi-object tracking with an adaptive generalized labeled multi-Bernoulli filter	15
Acoustic source localization with deep generalized cross correlations	15
Target capacity based simultaneous multibeam power allocation scheme for multiple target tracking application	15
Deep neural network-aided coherent integration method for maneuvering target detection	15
Edge-preserved fringe-order correction strategy for code-based fringe projection profilometry	15
Quantitative imaging for optical field via a single-pixel detector	15
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	15
Diversity-based diffusion robust RLS using adaptive forgetting factor	15
Joint spectrum sensing and DOA estimation with sub-Nyquist sampling	15
Phased array beamforming with practical constraints	15
Adaptive strategies for clutter edge detection in radar	15
Array resource allocation for radar and communication integration network	15
The octonion linear canonical transform: Definition and properties	15
Estimating nonlinear chirp modes exploiting sparsity	15
Class factorized complex variational auto-encoder for HRR radar target recognition	15
Structured subspace learning-induced symmetric nonnegative matrix factorization	15
Selective partial-update augmented complex-valued LMS algorithm and its performance analysis	14
Flexible construction of compressed sensing matrices with low storage space and low coherence	14
A GLRT-like CFAR detector for heterogeneous environments	14
Adaptive multichannel detectors for distributed target based on gradient test	14
Joint resource optimization for a distributed MIMO radar when tracking multiple targets in the presence of deception jamming	14
A track-before-detect algorithm for UWB radar sensor networks	14
Variational inference based distributed noise adaptive Bayesian filter	14
An integrated monitoring scheme for wind turbine main bearing using acoustic emission	14
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	14
Low-light image enhancement using inverted image normalized by atmospheric light	14
Ghosting-free multi-exposure image fusion for static and dynamic scenes	14
Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control	14
Interrupted sampling repeater jamming recognition and suppression based on phase-coded signal processing	14
Robust constrained recursive least M-estimate adaptive filtering algorithm	14
From target tracking to targeting track: A data-driven yet analytical approach to joint target detection and tracking	14
Multi-source off-grid DOA estimation with single snapshot using non-uniform linear arrays	14
The fourth-order difference co-array construction by expanding and shift nested array: Revisited and improved	14
A novel dimensionality reduction method: Similarity order preserving discriminant analysis	14
A statistical instantaneous frequency estimator for high-concentration time-frequency representation	14
Robust TDOA localization based on maximum correntropy criterion with variable center	14
Statistical analysis of multichannel FxLMS algorithm for narrowband active noise control	14
Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering	14
Robust multi-sensor generalized labeled multi-Bernoulli filter	14
Nonlinear Spline Adaptive Filters based on a Low Rank Approximation	14
A DenseUnet generative adversarial network for near-infrared face image colorization	14
Ekblom promoting adaptive algorithm for system identification	14
How to introduce expert feedback in one-class support vector machines for anomaly detection?	14
Analysis of optimal thresholding algorithms for compressed sensing	14
An effective decomposition-enhancement method to restore light field images captured in the dark	14
Structured sparse array design exploiting two uniform subarrays for DOA estimation on moving platform	14
Pseudolinear kalman filters for target tracking using hybrid measurements	14
Resource allocation for target tracking in multiple radar architectures over lossy networks	14
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation	13
Integrated radar and communication waveform design based on a shared array	13
Total variation regularized nonlocal low-rank tensor train for spectral compressive imaging	13
Improving deep hyperspectral image classification performance with spectral unmixing	13
MCnet: Multiscale visible image and infrared image fusion network	13
Robust multi-focus image fusion using lazy random walks with multiscale focus measures	13
Image smoothing based on histogram equalized content-aware patches and direction-constrained sparse gradients	13
Performance analysis of deep reinforcement learning-based intelligent cooperative jamming method confronting multi-functional networked radar	13
Impulsive noise removal via a blind CNN enhanced by an iterative post-processing	13
Deep learning based data-adaptive descriptor for non-rigid multi-modal medical image registration	13
Statistics variable kernel width for maximum correntropy criterion algorithm	13
A variable step-size incremental LMS solution for low SNR applications	13
A dual-resolution unitary ESPRIT method for DOA estimation based on sparse co-prime MIMO radar	13