Digital Signal Processing

Article	Citations
The diffusion least mean square algorithm with variable q-gradient	575
Necessary conditions for convergence of CNNs and initialization of convolution kernels	123
DS-Net: Dynamic spatiotemporal network for video salient object detection	66
SDDC-Net: A U-shaped deep spiking neural P convolutional network for retinal vessel segmentation	63
DIPONet: Dual-information progressive optimization network for salient object detection	60
A fast deconvolution method for multiple sound source localization based on Hilbert curve	60
Strong scattering points-based joint detection and size estimation method for swarm targets	56
OD-LBP: Orthogonal difference-local binary pattern for Face Recognition	54
Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications	50
A novel segmentation approach for work mode boundary detection in MFR pulse sequence	49
Analysis of constant-Q filterbank based representations for speech emotion recognition	49
Zoom discrete spectral correlation function, with application to cyclostationary signal detection	45
Eigenstructure methods for DOA estimation of circular acoustic vector sensor array with axial angle bias in nonuniform noise	45
Letter from the Editor	45
Multi-difference beams adaptive iterative monopulse estimation method for airborne radar	45
A method for extracting micro-motion features of rotor targets based on GS-IRadon algorithm	42
Editorial Board	42
Passive localization of wideband near-field sources using Sparse Bayesian learning and envelope alignment	41
Robust entropy-based symmetric regularized picture fuzzy clustering for image segmentation	38
Perceptual contrast and residual self-attention generative adversarial network-based for highly under-sampled MRI reconstruction	38
A combination of adaptive filters based on competitive learning principles	37
A variational level set model based on local-global function approximation for image segmentation	37
Low complexity receiver design for time-varying Poisson molecular communication channels with memory	37
Enhancing robustness of zero resource children's speech recognition system through bispectrum based front-end acoustic features	36
Efficient DOA-polarization estimation for 2-D mirrored array based on the hybrid aperture expansion	35

A modified deep learning based MIMO communication for integrated sensing, communication and computing systems	34
Editorial Board	34
Estimation of partially occluded 2D human joints with a Bayesian approach	33
An efficient interference steering matrix estimation scheme for weight vector correction	33
Modulation and demodulation with quadrature square waves as carriers to improve spectrum utilization	32
Dual attention per-pixel filter network for spatially varying image deblurring	32
An improved range-interpolation-free PFA for bistatic synthetic aperture radar based on the principle of chirp scaling	32
Adaptive rate image compressive sensing based on the hybrid sparsity estimation model	32
Pseudo-spectrum-based multi-sensor multi-frame detection in mixed coordinates	31
Subspace-based higher-order compressive sensing algorithm for raypath separation in a shallow-water waveguide	31
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition	29
Disambiguation of measurements for multiple acoustic source localization using deep multi-dimensional assignments	29
Segmentation of butterflies from complex agro-ecological images using quantum mechanics and spatial refinement	29
Class token and knowledge distillation for multi-head self-attention speaker verification systems	28
Image super-resolution reconstruction algorithm based on significant network connection-collaborative migration structure	28
Interrupted-sampling repeater jamming suppression with one-dimensional semi-parametric signal decomposition	28
Spectrally and power efficient non-DC MIMO super-Nyquist m-CAP with linear pre- and DFE post-equalizer	27
Novel windowed linear canonical transform: Definition, properties and application	27
Interference alignment solution with low complexity based on ring-typed chain design	27
An alternating least-squares algorithm for approximate joint diagonalization of Hermitian matrices	26
An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability	26
30th Anniversary Special Issue on Future Signal Processing	26
Autofocusing and imaging algorithm for moving target by vortex electromagnetic wave radar	26
Strong homogeneous clutter and random target scattering analysis for closed-form Cramer Rao bound and optimal power allocations in MIMO radars	26
DISNet: A sequential learning framework to handle occlusion in human action recognition with video acquisition sensors	26
One-bit mMIMO with defective RF chain over Ricean fading in beyond 5G networks	26
A new multilayer graph model for speech signals with graph learning	25
Radar coherent integration algorithm for detection of complexly maneuvering target with extended velocity and acceleration scopes	25
Swallowing disorders analysis using surface EMG biomarkers and classification models	25
Two-dimensional direction-of-arrival estimation method based on interpolation fitting for airborne conformal MIMO radar in a multipath environment	25
Rigid-aware self-supervised GAN for camera ego-motion estimation	24
Double JPEG compression detection and localization based on convolutional auto-encoder for image content removal	24
2D DOA estimation by a large-space T-shaped array	23
2-cyclic splitting for mixed-valued least squares in engineering	22
Positioning and perception in LIDAR point clouds	22
Less complexity-aware intelligent 1-dimensional CNN with weighted deep features for artifacts removal in EEG signals	22
A low-light image enhancement model based on anisotropic weighted exponential local derivatives	22
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications	22
Multi-perspective feature collaborative perception learning network for non-destructive detection of pavement defects	21
Adaptive target detection for an FDA-MIMO radar in a mainlobe deceptive jamming and a partially homogeneous noise	21
A modified dispersed frequency and phase consensus algorithm based on differential evolution and credibility weighting matrix	21
More learning with less labeling for face recognition	21
Efficient YOLOv8 algorithm for extreme small-scale object detection	21
A lightweight feature activation guided multi-receptive field attention network for light compensation	20
Feasibility of retrieving effective reflector height using GNSS-IR from a single-frequency android smartphone SNR data	20
Generative attention based framework for implicit language change detection	20
Editorial Board	20
Joint optimization of hybrid beamforming and reflection coefficients for secure XL-RIS aided SWIPT system	20
A nonconvex hybrid regularization model for restoring blurred images with mixed noises	20
Efficient watermarking algorithm for digital audio/speech signal	20

A bilevel learning approach for nonlocal image deblurring with variable weights parameter	20
Disentangled feature fusion network for lightweight image super-resolution	20
Optimized histogram computation model using cuckoo search for color image contrast distortion	20
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework	19
A low-complexity ADMM-based secure beamforming for IRS-assisted uplink cognitive radio networks with NOMA	19
Multi-sensor multi-target tracking with generalized labeled multi-Bernoulli filter based on track-before-detect observation model using Gaussian belief propagation	19
OSTM-NET: Joint scale variation and occlusion handling deep network for real-time vehicle counting and volume estimation	19
Efficient corner detection based on corner enhancement filters	19
Fuzzy based self-similarity weight estimation in non-local means for gray-scale image de-noising	19
FSM-YOLO: Apple leaf disease detection network based on adaptive feature capture and spatial context awareness	19
Review of signal processing applications of Pyroelectric Infrared (PIR) sensors with a focus on respiration rate and heart rate detection	19
On the transmission performance of DS-CDMA-based drone swarm	18
Adaptive M-ary spread spectrum based dual-function detection and communication system	18
Jellyfish detection algorithm based on multi-gradient flow feature fusion	18
Security analysis and improvement of DWFCAT	17
Editorial Board	17
Synthesis of sparse linear array using IFT-inflating deflating exploration algorithm	17
Ingredient-guided multi-modal interaction and refinement network for RGB-D food nutrition assessment	17
Deep residual learning-based cognitive model for detection and classification of transmitted signal patterns in 5G smart city networks	17
Infrared and visible image fusion based on tight frame learning via VGG19 network	17
EDN-YOLO: Multi-scale traffic sign detection method in complex scenes	17
Semi-supervised portrait matting using transformer	16
Hierarchical mining with complex networks for music genre classification	16
Blind identification of convolutional codes based on deep learning	16
A cross-scale mixed attention network for smoke segmentation	16
Beampattern synthesis and spectral compatibility based MIMO radar waveform design	16
A wafer surface defect detection method built on generic object detection network	16
Enhanced compressed sensing autofocus for high-resolution airborne synthetic aperture radar	16
2qth-Order cumulants based virtual array of a single acoustic vector sensor	16
Noise-aware network with shared channel-attention encoder and joint constraint for noisy speech separation	15
Interpretable ADMM-CSNet for interrupted sampling repeater jamming suppression	15
A novel secure cooperative cognitive radio network based on Chebyshev map	15
A novel beamforming technique using mmWave antenna arrays for 5G wireless communication networks	15
Improving detection performance in DFRC systems using symbol-level precoding and IRS with continuous phase shifters	15
Deep-feature-based asymmetrical background-aware correlation filter for object tracking	15
RS-YOLO: An efficient object detection algorithm for road scenes	15
CNN Intelligent diagnosis method for bearing incipient faint faults based on adaptive stochastic resonance-wave peak cross correlation sliding sampling	14
Direct transmit waveform design to match a desired beampattern under the constant modulus constraint	14
Recent progress in digital image restoration techniques: A review	14
Visually meaningful cipher data concealment	14
FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation	14
A new signal processing approach/method for classification of power quality disturbances	14
Altitude constrained source localization using TDOA, FDOA and differential Doppler rate	14
Secrecy performance of D2D assisted cooperative uplink NOMA system with optimal power allocation strategy	14
CUDU-Net: Collaborative up-sampling decoder U-Net for leaf vein segmentation	14
Deep importance sampling based on regression for model inversion and emulation	14
SAR images change detection using proposed lamina attention-based noise-resistant UNet advance network (LANRUNet++)	14
Time-frequency readability enhancement of compact support kernel-based distributions using image post-processing: Application to instantaneous frequency estimation of M-ary frequency shift keying sign	14
Video foreground and background separation via Gaussian scale mixture and generalized nuclear norm based robust principal component analysis	14
Continuous-time autoregressive models excited by semi-Lévy process for cyclostationary signal analysis	14
A new CNN training approach with application to hyperspectral image classification	14
Bayesian inference for amplitude distribution with application to radar clutter	14
MTD precise jamming technology based on intra-pulse and inter-pulse frequency-phase joint modulation	14
Energy-efficient adaptive virtual-MIMO transmissions for LoRa uplink systems	14
A new design scheme of two-channel graph filter bank	13
Multi-branch-feature fusion super-resolution network	13
Introducing the Discrete Path Transform (DPT) and its applications in signal analysis, artefact removal, and spoken word recognition	13
Infrared small target detection via incorporating spatial structural prior into intrinsic tensor sparsity regularization	13
Robust speech watermarking by a jointly trained embedder and detector using a DNN	13
A novel image deblocking approach within a graph framework	13
A low-complexity DOA estimation algorithm using UAMP with Bernoulli-Gaussian prior	13
Effect of reconstruction error in subtractive dither structure	13
SwinCrack: Pavement crack detection using convolutional swin-transformer network	13
YOLO-EPF: Multi-scale smoke detection with enhanced pool former and multiple receptive fields	13
Fully extracting feature correlation between and within stages for semantic segmentation	13
Robust NLMS algorithms with combined step-size against impulsive noises	13
Diffusion maximum versoria criterion algorithms robust to impulsive noise	13
Vibration sensing-based human and infrastructure safety/health monitoring: A survey	13
Time domain speech enhancement with CNN and time-attention transformer	13
Reduced complexity mutiple-target angle-Doppler-range estimation using space-time cascaded monopulse processing	13
DRANet: A semantic segmentation network for Chinese landscape paintings	13
A sea clutter suppression algorithm for over-the-horizon radar based on dictionary learning and subspace estimation	13
Robust filtering algorithm against hybrid-attacks and randomly occurring nonlinearities: Application to a quadrotor UAV	13
Fast 3-D millimeter-wave MIMO array imaging algorithms based on the CF-DFrFT	13
Enhanced-YOLOv8: A new small target detection model	13
Geolocation Database Assisted Sub-Nyquist Cooperative Spectrum Sensing for Cognitive Radio Networks	13
Construction of type-II ZCCS for the MC-CDMA system with low PMEPR	13
Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter	13
Synthetic Augmented L-shaped Array design and 2D Cramér-Rao bound analysis based on Vertical-Horizontal Moving Scheme	12
Optical information processing: A historical overview	12

Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm	12
DOA estimation and signal sorting methods of multi-baseline polarized interferometer	12
Analysis of general weights in weighted ℓ1−2 minimization through applications	12
A novel approach for squint InISAR imaging with dual-antenna configuration	12
OTFS narrowband interference suppression based on energy concentration	12
Low-light image enhancement based on sharpening-smoothing image filter	12
Multi-modal signal adaptive time-reassigned multisynchrosqueezing transform of mechanism	12
Nonlinear distributed state estimation on the Stiefel manifold using diffusion particle filters	12
A novel FOTD-FRSET for optimization TFF analysis under impulsive noise	12
Low-rank multilinear filtering	12
Multitask diffusion adaptation over hyper-networks	12
Proportional fairness secrecy beamforming for massive MIMO-SWIPT systems with low-resolution ADCs	12
GLRT-based detection in bistatic sonar under strong direct blast with multipath propagation	12
Improved moving scheme for coprime arrays in direction of arrival estimation	12
CBHQD: A channel state information-based passive line-of-sight human queue detection	12
Combining key pronunciation detection, frontal lip reconstruction, and time-delay for audio-visual consistency judgment	12
DOA estimation in beamspace for monostatic MIMO radar utilizing real polynomial rooting	12
WLB-DSCA method for strictly non-circular signals in coprime array	12
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis	12
Exploring bounded component analysis using an ℓ∞ norm criterion	12
Multivariate complex modulation model decomposition and its application to gear fault diagnosis	12
A multi-party secure encryption-sharing hybrid scheme for image data base on compressed sensing	12
Efficient range migration algorithm for near-field MIMO array imaging	12
Synthetic sparse planar array design for two-dimensional DOA estimation	11
Transmit beampattern synthesis for chirp space-time coding array by time delay design	11
Root high-order cumulant MUSIC	11
Local maximum multisynchrosqueezing transform and its application	11
Distributed Bayesian vector estimation using noise-optimized low-resolution sensor observations	11
Minimum entropy distortionless response tensorial adaptive beamforming algorithm	11
Hyperbolic tangent penalty function for edge-preserving image filtering	11
Design of variable fractional delay FIR filter using the high-order derivative sampling method	11
Bandit approach for unmanned aerial vehicle-centric low earth orbit satellite selection	11
Supplementary coprime array with enhanced DOFs exploiting hole filling strategy based on the difference and sum coarray	11
Reliability performance analysis for OTFS modulation based integrated sensing and communication	11
Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm	11
Recursive sliding DFT algorithms: A review	11
Video super-resolution using a hierarchical recurrent multireceptive-field integration network	11
Prediction of motion sickness degree of stereoscopic panoramic videos based on content perception and binocular characteristics	11
Fast and unbiased estimation of volume under the ordered multi-class ROC hyper-surface with continuous measurements	11
From coarse to fine: A two stage conditional generative adversarial network for single image rain removal	11
Adaptive quaternion multivariate local characteristic-scale decomposition and its application to gear fault diagnosis	11
Cramer-Rao lower bounds of target positioning estimate in netted radar system	11
Power constraint waveform design based on ADMM algorithm for MIMO radar transmit beampattern	11
Adaptive synchrosqueezing wavelet transform for real-time applications	11
Multi-feature fusion for specific emitter identification via deep ensemble learning	11
Tensor robust principal component analysis via dual l quasi-norm sparse constraints	11
An adaptive algorithm for sampling over diffusion networks with dynamic parameter tuning and change detection mechanisms	11
Kernel-based fuzzy local information clustering algorithm self-integrating non-local information	11
Joint multi-Gaussian mixture model and its application to multi-model multi-bernoulli filter	11
PHISS: Progressive and hierarchical image segmentation-sharing scheme	11
High-frequency distributed super nested arrays based on Hermitian Toeplitz matrix reconstruction	10
A secure fractal compression scheme based on irregular Latin square, Julia and 2D-FCICM	10
A linearly constrained framework for the analysis of the deficient length least-mean square algorithm	10
Bridging the cross-modal gap using adversarial training for speech-to-text translation	10
Diffusion bias-compensated recursive maximum correntropy criterion algorithm with noisy input	10
IGGCN: Individual-guided graph convolution network for pedestrian trajectory prediction	10
When FrFT meets quadratic frequency modulation functions—A novel tool for nonstationary signals and time-varying systems	10
Anti-occlusion tracker for infrared ground targets based on improved trajectory prediction network	10
A sequential constraint relaxation framework to design phase-coded sequences for radar systems	10
Adaptive graph regularized transferable regression for facial expression recognition	10
Elastic reweighted sparsity regularized sparse unmixing for hyperspectral image analysis	10
Performance analysis of Radar detection for fluctuating targets based on coherent demodulation	10
A power information guided-variational mode decomposition (PIVMD) and its application to fault diagnosis of rolling bearing	10
DeepTIS: Improved translation initiation site prediction in genomic sequence via a two-stage deep learning model	10
Intelligent estimation: A review of theory, applications, and recent advances	10
Peak sidelobe level suppression via reconfigurable element pattern selection for beam scanning linear array antenna	10
An enhanced domain generalization method for object detection based on text guided feature disentanglement	10
Detection algorithm for dense small objects in high altitude image	10
Automatic assessment of student rhythmic pattern imitation performances	10
Deep embedding based tensor incomplete multi-view clustering	10
Structural pixel-wise target attention for robust object tracking	10
A robust kernel-based fuzzy local neighborhood clustering with quadratic polynomial-center clusters	10
A new nonconvex relaxation approach for low tubal rank tensor recovery	10
Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction	10
Noncoherent space-time coding for correlated massive MIMO channel with Riemannian distance	10
Linear sequential filtering based on the debiased measurement matrix of the converted pseudo measurement for radar target tracking	10
Fast real-valued tensor decomposition framework for parameter estimation in FDA-MIMO radar	10
Automatic reconstruction of radar pulse repetition pattern based on model learning	10
ADS-B overlapping signals separation based on minimum dispersion criterion	10
Robust discriminant analysis with feature selective projection and between-classes structural incoherence	10
Novel feature representation using single frequency filtering and nonlinear energy operator for speech emotion recognition	9
A stationary Gaussian process-based radar detector in complex Gaussian colored noise	9
Underwater DOA estimation based on cross-correlation domain for relocating improved nested array	9
Enhancing Hopfield network performance for pattern retrieval using sparse recovery algorithm and Parzen estimator	9
Nonlinear difference subspace method of motor imagery EEG classification in brain-computer interface	9
Reversible data hiding in JPEG images based on improved frequency selection and mapping strategy	9
An Iterative Lq-norm Based Optimization Algorithm for Generalized SPICE	9
An enhanced network with parallel graph node diffusion and node similarity contrastive loss for hyperspectral image classification	9
A novel Bayesian image despeckling method using 2D CGARCH-M model in 2D dost framework	9
Physical information-guided multidirectional gated recurrent unit network fusing attention to solve the Black-Scholes equation	9
Subspace-based distributed target detection in compound-Gaussian clutter	9
Multi-dimensional spatial pruning for remote sensing image scene classification	9
Editorial Board	9
Multimodal survival analysis using optimal transport matching and global-local feature fusion	9
Adaptive filtering for microelectromechanical inertial sensors using empirical mode decomposition, Hausdorff distance and fractional Gaussian noise modeling	9