Digital Signal Processing

Article	Citations
Adaptive quaternion multivariate local characteristic-scale decomposition and its application to gear fault diagnosis	550
The diffusion least mean square algorithm with variable q-gradient	123
Necessary conditions for convergence of CNNs and initialization of convolution kernels	63
DS-Net: Dynamic spatiotemporal network for video salient object detection	60
SDDC-Net: A U-shaped deep spiking neural P convolutional network for retinal vessel segmentation	60
A fast deconvolution method for multiple sound source localization based on Hilbert curve	54
Exploring bounded component analysis using an ℓ∞ norm criterion	52
DIPONet: Dual-information progressive optimization network for salient object detection	47
Strong scattering points-based joint detection and size estimation method for swarm targets	46
Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications	45
Analysis of constant-Q filterbank based representations for speech emotion recognition	45
OD-LBP: Orthogonal difference-local binary pattern for Face Recognition	45
An adaptive algorithm for sampling over diffusion networks with dynamic parameter tuning and change detection mechanisms	45
A novel segmentation approach for work mode boundary detection in MFR pulse sequence	42
Effect of reconstruction error in subtractive dither structure	41
DRANet: A semantic segmentation network for Chinese landscape paintings	40
DOA estimation and signal sorting methods of multi-baseline polarized interferometer	38
Persymmetric design of jointly detection and bearing estimation for a 2D array radar in training demanding scenarios	38
Letter from the Editor	37
Zoom discrete spectral correlation function, with application to cyclostationary signal detection	37
DOA estimation in beamspace for monostatic MIMO radar utilizing real polynomial rooting	36
Eigenstructure methods for DOA estimation of circular acoustic vector sensor array with axial angle bias in nonuniform noise	35
Channel rearrangement multi-branch network for image super-resolution	34
A method for extracting micro-motion features of rotor targets based on GS-IRadon algorithm	32
Editorial Board	32

Reduced complexity mutiple-target angle-Doppler-range estimation using space-time cascaded monopulse processing	32
Passive localization of wideband near-field sources using Sparse Bayesian learning and envelope alignment	30
Perceptual contrast and residual self-attention generative adversarial network-based for highly under-sampled MRI reconstruction	30
Reliability performance analysis for OTFS modulation based integrated sensing and communication	29
Robust entropy-based symmetric regularized picture fuzzy clustering for image segmentation	29
Low complexity receiver design for time-varying Poisson molecular communication channels with memory	29
Adaptive synchrosqueezing wavelet transform for real-time applications	29
Combining key pronunciation detection, frontal lip reconstruction, and time-delay for audio-visual consistency judgment	29
Fast real-valued tensor decomposition framework for parameter estimation in FDA-MIMO radar	29
A combination of adaptive filters based on competitive learning principles	29
A variational level set model based on local-global function approximation for image segmentation	28
A low-complexity DOA estimation algorithm using UAMP with Bernoulli-Gaussian prior	28
Distributed Bayesian vector estimation using noise-optimized low-resolution sensor observations	27
Detection algorithm for dense small objects in high altitude image	27
A robust kernel-based fuzzy local neighborhood clustering with quadratic polynomial-center clusters	26
Peak sidelobe level suppression via reconfigurable element pattern selection for beam scanning linear array antenna	26
DeepTIS: Improved translation initiation site prediction in genomic sequence via a two-stage deep learning model	26
Enhancing robustness of zero resource children's speech recognition system through bispectrum based front-end acoustic features	26
A modified deep learning based MIMO communication for integrated sensing, communication and computing systems	26
Efficient DOA-polarization estimation for 2-D mirrored array based on the hybrid aperture expansion	26
An efficient interference steering matrix estimation scheme for weight vector correction	25
Dual attention per-pixel filter network for spatially varying image deblurring	25
Editorial Board	25
Estimation of partially occluded 2D human joints with a Bayesian approach	25
Adaptive rate image compressive sensing based on the hybrid sparsity estimation model	24
Subspace-based higher-order compressive sensing algorithm for raypath separation in a shallow-water waveguide	23
Modulation and demodulation with quadrature square waves as carriers to improve spectrum utilization	23
An improved range-interpolation-free PFA for bistatic synthetic aperture radar based on the principle of chirp scaling	23
Adaptive graph regularized transferable regression for facial expression recognition	23
Proportional fairness secrecy beamforming for massive MIMO-SWIPT systems with low-resolution ADCs	22
Disambiguation of measurements for multiple acoustic source localization using deep multi-dimensional assignments	22
Pseudo-spectrum-based multi-sensor multi-frame detection in mixed coordinates	22
Segmentation of butterflies from complex agro-ecological images using quantum mechanics and spatial refinement	22
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition	21
Class token and knowledge distillation for multi-head self-attention speaker verification systems	21
Image super-resolution reconstruction algorithm based on significant network connection-collaborative migration structure	20
Interference alignment solution with low complexity based on ring-typed chain design	20
A novel approach for squint InISAR imaging with dual-antenna configuration	20
Efficient real-valued DOA estimation based on the trigonometry multiple angles transformation in monostatic MIMO radar	20
Interrupted-sampling repeater jamming suppression with one-dimensional semi-parametric signal decomposition	20
Noncoherent space-time coding for correlated massive MIMO channel with Riemannian distance	20
Prediction of motion sickness degree of stereoscopic panoramic videos based on content perception and binocular characteristics	19
GLRT-based detection in bistatic sonar under strong direct blast with multipath propagation	19
Power constraint waveform design based on ADMM algorithm for MIMO radar transmit beampattern	19
Spectrally and power efficient non-DC MIMO super-Nyquist m-CAP with linear pre- and DFE post-equalizer	19
DISNet: A sequential learning framework to handle occlusion in human action recognition with video acquisition sensors	19
30th Anniversary Special Issue on Future Signal Processing	19
Novel windowed linear canonical transform: Definition, properties and application	19
An alternating least-squares algorithm for approximate joint diagonalization of Hermitian matrices	19
Strong homogeneous clutter and random target scattering analysis for closed-form Cramer Rao bound and optimal power allocations in MIMO radars	19

High-frequency distributed super nested arrays based on Hermitian Toeplitz matrix reconstruction	19
An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability	18
One-bit mMIMO with defective RF chain over Ricean fading in beyond 5G networks	18
FGMNet: Feature grouping mechanism network for RGB-D indoor scene semantic segmentation	18
Robust discriminant analysis with feature selective projection and between-classes structural incoherence	17
Efficient range migration algorithm for near-field MIMO array imaging	17
A new multilayer graph model for speech signals with graph learning	17
Bayesian detection for distributed target with limited training data	17
Autofocusing and imaging algorithm for moving target by vortex electromagnetic wave radar	17
A sequential constraint relaxation framework to design phase-coded sequences for radar systems	17
Two-dimensional direction-of-arrival estimation method based on interpolation fitting for airborne conformal MIMO radar in a multipath environment	17
Kernel-based fuzzy local information clustering algorithm self-integrating non-local information	17
Swallowing disorders analysis using surface EMG biomarkers and classification models	17
On the improvements of successive cancellation Creeper decoding for polar codes	17
Design of variable fractional delay FIR filter using the high-order derivative sampling method	17
PHISS: Progressive and hierarchical image segmentation-sharing scheme	16
Double JPEG compression detection and localization based on convolutional auto-encoder for image content removal	16
Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm	16
Rigid-aware self-supervised GAN for camera ego-motion estimation	16
Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction	16
Minimum entropy distortionless response tensorial adaptive beamforming algorithm	16
Radar coherent integration algorithm for detection of complexly maneuvering target with extended velocity and acceleration scopes	16
Diffusion bias-compensated recursive maximum correntropy criterion algorithm with noisy input	15
Bandit approach for unmanned aerial vehicle-centric low earth orbit satellite selection	15
2-cyclic splitting for mixed-valued least squares in engineering	15
A low-light image enhancement model based on anisotropic weighted exponential local derivatives	15
2D DOA estimation by a large-space T-shaped array	15
Less complexity-aware intelligent 1-dimensional CNN with weighted deep features for artifacts removal in EEG signals	14
Linear sequential filtering based on the debiased measurement matrix of the converted pseudo measurement for radar target tracking	14
Differential privacy Kalman filtering for graphical dynamic systems: Performance improvement and privacy calibration	14
Construction of type-II ZCCS for the MC-CDMA system with low PMEPR	14
ADS-B overlapping signals separation based on minimum dispersion criterion	14
Uncertainty principles for the short-time linear canonical transform of complex signals	14
Efficient YOLOv8 algorithm for extreme small-scale object detection	14
Deep embedding based tensor incomplete multi-view clustering	14
Intelligent estimation: A review of theory, applications, and recent advances	14
Adaptive target detection for an FDA-MIMO radar in a mainlobe deceptive jamming and a partially homogeneous noise	14
Positioning and perception in LIDAR point clouds	14
A nonconvex hybrid regularization model for restoring blurred images with mixed noises	13
Efficient watermarking algorithm for digital audio/speech signal	13
Multi-source off-grid DOA estimation using iterative phase offset correction in coarray domain	13
Feasibility of retrieving effective reflector height using GNSS-IR from a single-frequency android smartphone SNR data	13
Multi-branch-feature fusion super-resolution network	13
CBHQD: A channel state information-based passive line-of-sight human queue detection	13
Joint optimization of hybrid beamforming and reflection coefficients for secure XL-RIS aided SWIPT system	13
Root high-order cumulant MUSIC	13
Optimized histogram computation model using cuckoo search for color image contrast distortion	13
Fuzzy based self-similarity weight estimation in non-local means for gray-scale image de-noising	13
Fast and unbiased estimation of volume under the ordered multi-class ROC hyper-surface with continuous measurements	13
Video super-resolution using a hierarchical recurrent multireceptive-field integration network	13
A modified dispersed frequency and phase consensus algorithm based on differential evolution and credibility weighting matrix	13
Multi-perspective feature collaborative perception learning network for non-destructive detection of pavement defects	13
Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter	13
A bilevel learning approach for nonlocal image deblurring with variable weights parameter	13
Multiscale capsule networks with attention mechanisms based on domain-invariant properties for cross-domain lifetime prediction	13
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework	13
A sea clutter suppression algorithm for over-the-horizon radar based on dictionary learning and subspace estimation	13
Generative attention based framework for implicit language change detection	13
Disentangled feature fusion network for lightweight image super-resolution	13
Review of signal processing applications of Pyroelectric Infrared (PIR) sensors with a focus on respiration rate and heart rate detection	12
A linearly constrained framework for the analysis of the deficient length least-mean square algorithm	12
Automatic assessment of student rhythmic pattern imitation performances	12
Multi-feature fusion for specific emitter identification via deep ensemble learning	12
On the transmission performance of DS-CDMA-based drone swarm	12
High-order dilated nested arrays with increased degrees of freedom and reduced mutual coupling	12
Polynomial Adaptive Synchrosqueezing Fourier Transform: A method to optimize multiresolution	12
Local maximum multisynchrosqueezing transform and its application	12
Efficient corner detection based on corner enhancement filters	12
A low-complexity ADMM-based secure beamforming for IRS-assisted uplink cognitive radio networks with NOMA	12
A secure fractal compression scheme based on irregular Latin square, Julia and 2D-FCICM	12
Adaptive M-ary spread spectrum based dual-function detection and communication system	12
Joint resource and trajectory optimization for secure UAV-based two-way relay system	12
Design and performance validation of CWT-MCA based interference mitigation for automotive radars	12
Tensor robust principal component analysis via dual l quasi-norm sparse constraints	12
OTFS narrowband interference suppression based on energy concentration	12
Multi-sensor multi-target tracking with generalized labeled multi-Bernoulli filter based on track-before-detect observation model using Gaussian belief propagation	12
FSM-YOLO: Apple leaf disease detection network based on adaptive feature capture and spatial context awareness	12
OSTM-NET: Joint scale variation and occlusion handling deep network for real-time vehicle counting and volume estimation	12
Bridging the cross-modal gap using adversarial training for speech-to-text translation	12
Multi-difference beams adaptive iterative monopulse estimation method for airborne radar	12

Security analysis and improvement of DWFCAT	12
A new design scheme of two-channel graph filter bank	12
Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm	12
Jellyfish detection algorithm based on multi-gradient flow feature fusion	12
Joint multi-Gaussian mixture model and its application to multi-model multi-bernoulli filter	11
Editorial Board	11
Beampattern synthesis and spectral compatibility based MIMO radar waveform design	11
Target exaggeration for deep learning-based speech enhancement	11
Automatic reconstruction of radar pulse repetition pattern based on model learning	11
A wafer surface defect detection method built on generic object detection network	11
Enhanced compressed sensing autofocus for high-resolution airborne synthetic aperture radar	11
Editorial Board	11
Deep residual learning-based cognitive model for detection and classification of transmitted signal patterns in 5G smart city networks	11
Infrared and visible image fusion based on tight frame learning via VGG19 network	11
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis	11
Semi-supervised portrait matting using transformer	11
Anti-occlusion tracker for infrared ground targets based on improved trajectory prediction network	11
Ingredient-guided multi-modal interaction and refinement network for RGB-D food nutrition assessment	11
EDN-YOLO: Multi-scale traffic sign detection method in complex scenes	11
A lightweight feature activation guided multi-receptive field attention network for light compensation	11
Hierarchical mining with complex networks for music genre classification	11
A cross-scale mixed attention network for smoke segmentation	11
Optical information processing: A historical overview	11
Blind identification of convolutional codes based on deep learning	11
Time domain speech enhancement with CNN and time-attention transformer	10
Joint tracking and classification of multiple extended targets via the PHD filter and star-convex RHM	10
Synthetic Augmented L-shaped Array design and 2D Cramér-Rao bound analysis based on Vertical-Horizontal Moving Scheme	10
Altitude constrained source localization using TDOA, FDOA and differential Doppler rate	10
Secrecy performance of D2D assisted cooperative uplink NOMA system with optimal power allocation strategy	10
From coarse to fine: A two stage conditional generative adversarial network for single image rain removal	10
Video foreground and background separation via Gaussian scale mixture and generalized nuclear norm based robust principal component analysis	10
RS-YOLO: An efficient object detection algorithm for road scenes	10
Noise-aware network with shared channel-attention encoder and joint constraint for noisy speech separation	10
Direct transmit waveform design to match a desired beampattern under the constant modulus constraint	10
Improving detection performance in DFRC systems using symbol-level precoding and IRS with continuous phase shifters	10
A new signal processing approach/method for classification of power quality disturbances	10
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications	10
Principles of fractional signal processing	10
Recent progress in digital image restoration techniques: A review	10
Continuous-time autoregressive models excited by semi-Lévy process for cyclostationary signal analysis	10
A new CNN training approach with application to hyperspectral image classification	10
IGGCN: Individual-guided graph convolution network for pedestrian trajectory prediction	10
An enhanced domain generalization method for object detection based on text guided feature disentanglement	10
WLB-DSCA method for strictly non-circular signals in coprime array	10
Deep-feature-based asymmetrical background-aware correlation filter for object tracking	10
Interpretable ADMM-CSNet for interrupted sampling repeater jamming suppression	10
A novel robust IMM filter for jump Markov systems with heavy-tailed process and measurement noises	10
Multivariate complex modulation model decomposition and its application to gear fault diagnosis	10
Structural pixel-wise target attention for robust object tracking	10
Joint optimization of SINR and maximum sidelobe level for hybrid beamforming systems with sub-connected structure	10
Recursive sliding DFT algorithms: A review	10
Age of information in molecular communication channels	10
CUDU-Net: Collaborative up-sampling decoder U-Net for leaf vein segmentation	10
CNN Intelligent diagnosis method for bearing incipient faint faults based on adaptive stochastic resonance-wave peak cross correlation sliding sampling	10
A novel beamforming technique using mmWave antenna arrays for 5G wireless communication networks	10
2qth-Order cumulants based virtual array of a single acoustic vector sensor	10
A novel secure cooperative cognitive radio network based on Chebyshev map	10
A new nonconvex relaxation approach for low tubal rank tensor recovery	10
Deep importance sampling based on regression for model inversion and emulation	10
More learning with less labeling for face recognition	10
Analysis of general weights in weighted ℓ1−2 minimization through applications	9
Vibration sensing-based human and infrastructure safety/health monitoring: A survey	9
Enhanced-YOLOv8: A new small target detection model	9
Transmit beampattern synthesis for chirp space-time coding array by time delay design	9
FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation	9
Bayesian inference for amplitude distribution with application to radar clutter	9
MTD precise jamming technology based on intra-pulse and inter-pulse frequency-phase joint modulation	9
Robust speech watermarking by a jointly trained embedder and detector using a DNN	9
Robust filtering algorithm against hybrid-attacks and randomly occurring nonlinearities: Application to a quadrotor UAV	9
Fully extracting feature correlation between and within stages for semantic segmentation	9
Robust NLMS algorithms with combined step-size against impulsive noises	9
Fast 3-D millimeter-wave MIMO array imaging algorithms based on the CF-DFrFT	9
Energy-efficient adaptive virtual-MIMO transmissions for LoRa uplink systems	9
When FrFT meets quadratic frequency modulation functions—A novel tool for nonstationary signals and time-varying systems	9
Visually meaningful cipher data concealment	9
YOLO-EPF: Multi-scale smoke detection with enhanced pool former and multiple receptive fields	9
SAR images change detection using proposed lamina attention-based noise-resistant UNet advance network (LANRUNet++)	9
Performance analysis of Radar detection for fluctuating targets based on coherent demodulation	9
A power information guided-variational mode decomposition (PIVMD) and its application to fault diagnosis of rolling bearing	9
Cramer-Rao lower bounds of target positioning estimate in netted radar system	9
A novel image deblocking approach within a graph framework	9
Nonlinear distributed state estimation on the Stiefel manifold using diffusion particle filters	9
A multi-party secure encryption-sharing hybrid scheme for image data base on compressed sensing	9
Low-rank multilinear filtering	9
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	9
Elastic reweighted sparsity regularized sparse unmixing for hyperspectral image analysis	9
Diffusion maximum versoria criterion algorithms robust to impulsive noise	9
SwinCrack: Pavement crack detection using convolutional swin-transformer network	9
Low-light image enhancement based on sharpening-smoothing image filter	9
Infrared small target detection via incorporating spatial structural prior into intrinsic tensor sparsity regularization	9
An Iterative Lq-norm Based Optimization Algorithm for Generalized SPICE	8
Efficient DOA estimation based on variable least Lncosh algorithm under impulsive noise interferences	8
A multi-radar emitter sorting and recognition method based on hierarchical clustering and TFCN	8
Adaptive measurement-assignment marginal multi-target Bayes filter with logic-based track initiation	8
An early fault diagnosis method of common-rail injector based on improved CYCBD and hierarchical fluctuation dispersion entropy	8