Digital Signal Processing

Papers
(The TQCC of Digital Signal Processing is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-12-01 to 2025-12-01.)
ArticleCitations
SFD-resistant joint time-frequency symbol timing recovery algorithm and parallel FPGA implementation for broadband satellite communication738
Spatial scene temporal behavior framework for anomaly detection355
Editorial Board147
Multi-dimensional spatial pruning for remote sensing image scene classification83
Editorial Board78
An enhanced domain generalization method for object detection based on text guided feature disentanglement74
Automatic reconstruction of radar pulse repetition pattern based on model learning67
Few-shot learning for signal detection in wideband spectrograms67
High-frequency distributed super nested arrays based on Hermitian Toeplitz matrix reconstruction66
Editorial Board61
DOA estimation and signal sorting methods of multi-baseline polarized interferometer59
Multivariate complex modulation model decomposition and its application to gear fault diagnosis57
Age of information in molecular communication channels57
Low complexity receiver design for time-varying Poisson molecular communication channels with memory56
Pseudo-spectrum-based multi-sensor multi-frame detection in mixed coordinates52
On the improvements of successive cancellation Creeper decoding for polar codes52
Performance analysis of Radar detection for fluctuating targets based on coherent demodulation51
Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter50
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications50
Channel rearrangement multi-branch network for image super-resolution50
Adaptive M-ary spread spectrum based dual-function detection and communication system45
Dual flow reverse distillation for unsupervised anomaly detection45
A low-complexity DOA estimation algorithm using UAMP with Bernoulli-Gaussian prior45
Multi-rate fusion estimation for multi-sensor systems over Gilbert-Elliott channels45
Robust NLMS algorithms with combined step-size against impulsive noises45
Slow FAMA under Nakagami-m fading channels44
MFF-Trans: Multi-feature fusion transformer for underwater image enhancement44
Class token and knowledge distillation for multi-head self-attention speaker verification systems43
Fuzzy based self-similarity weight estimation in non-local means for gray-scale image de-noising43
Reversible adversarial information hiding based on the interpretation of neural network43
An adaptive audio watermarking with frame-wise control parameter searching43
Disentangled feature fusion network for lightweight image super-resolution42
Generative attention based framework for implicit language change detection41
BE-SGGAN: Content-aware bit-depth enhancement by semantic guided GAN40
On the transmission performance of DS-CDMA-based drone swarm40
Joint multi-Gaussian mixture model and its application to multi-model multi-bernoulli filter39
A cross-scale mixed attention network for smoke segmentation37
Less complexity-aware intelligent 1-dimensional CNN with weighted deep features for artifacts removal in EEG signals37
NLoS target localization in IRS-assisted FDA-MIMO radar: A tensor decomposition perspective35
AC2Net: Hybrid attention convolution and compression fusion network for multimodal emotion recognition34
Joint resource allocation and robust weighting in element-pulse coding MIMO radar for tracking multiple targets under deceptive jamming33
GLRT-based detection in bistatic sonar under strong direct blast with multipath propagation33
An enhanced UNet3+ model for accurate identification of COVID-19 in CT images33
Hyperspectral unmixing with spectral variability: Reducing sensitivity to learning parameters, by combining linear and nonlinear NMF algorithms32
A multi-rate sensor fusion and multi-task learning network for concurrent fault diagnosis of hydraulic systems32
A two-stage detection method based on improved DP-TBD for marine weak extended targets32
Necessary conditions for convergence of CNNs and initialization of convolution kernels31
Time domain speech enhancement with CNN and time-attention transformer31
Root high-order cumulant MUSIC30
DISNet: A sequential learning framework to handle occlusion in human action recognition with video acquisition sensors30
Implicit neural representation for image demosaicking29
Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications29
Electronically controlled beam scanning leaky wave antenna DOA estimation method of coherent signal29
Reversible data hiding in JPEG images based on improved frequency selection and mapping strategy29
DRANet: A semantic segmentation network for Chinese landscape paintings29
COS-net: Bio-inspired color opponent and orientation selectivity network for edge detection29
Multi-branch-feature fusion super-resolution network29
CUDU-Net: Collaborative up-sampling decoder U-Net for leaf vein segmentation29
ViDroneNet: An efficient detector specialized for target detection in aerial images28
Examining the efficiency of D2D communication employing DF-enabled multiple relay systems amid co-channel interference28
Underwater emission-coupled self-interference suppression based on variable-step normalized subband adaptive filtering with noise variance estimation28
Robust constrained cosine arctangent based adaptive filtering for feedback control in hearing aids27
Smoke detection in images through fractal dimension-based binary classification27
Multiscale feature-based robust secure diffusion estimation with noisy input over adversarial networks27
Joint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection27
Projective exponential synchronization of space-time differencing fuzzy competitive neural networks with uncertainties27
Editorial Board26
Human vision-inspired detection for infrared small targets under scaly light background on sea surface26
Joint design of antenna selection and transmit linear array beamformer for integrated radar and communications26
3D localization using lensless event sensors for fast-moving objects26
Frequency estimation of multiple complex sinusoids using noise suppressing predictive FIR filter25
Template pool updating and feature combination object tracking25
Aggregating dense and attentional multi-scale feature network for salient object detection24
On the performance of digital systems in α-F fading and non-Gaussian noise ch24
Optimal synchronization with binary marker for segmented burst deletion errors24
SDATFuse: Sparse dual aggregation transformer-based network for infrared and visible image fusion24
Editorial Board24
Generalized multi-scale image decomposition for new tone manipulation24
Beampattern synthesis with nulling for sub-arrayed MIMO radar under constant modulus constraints24
Spectrum-efficient mode selection and fair resource allocation for D2D-enabled uplink/downlink MC-NOMA networks24
Proportionate RLS with l1 norm regularization: Performance analysis and fast implementation23
An efficient nonlinear adaptive filter algorithm based on the rectified linear unit23
Neural network representations for the inter- and intra-class common vector classifiers23
Reprint of: Sensing beyond itself: Multi-functional use of ubiquitous signals towards wearable applications23
A real-time autocovariance least-squares algorithm23
Differential evolution VQE for crypto-currency arbitrage. Quantum optimization with many local minima22
Joint beam selection and power allocation in cognitive collocated MIMO radar for potential guidance application under oppressive jamming22
MIR-YOLO: Remote sensing small target detection network based on visible-infrared dual modality22
Semi-blind receivers based on a coupled nested Tucker-PARAFAC model for dual-polarized MIMO systems using combined TST and MSMKron codings22
A robust diffusion algorithm using logarithmic hyperbolic cosine cost function for channel estimation in wireless sensor network under impulsive noise environment22
A multi-directional fractional-order variation with luminance term for infrared and visible image fusion21
Geometric Algebra based 2D-DOA Estimation for Non-circular Signals with an Electromagnetic Vector Array21
TULTS-Net: Local-Global Feature-Aware Transformer and inter-layer feature interaction for medical image processing21
Advances in meta-learning and zero-shot learning for multi-label classification: A review21
Target detection with persymmetric subspace models for steering vector mismatches in MIMO radars21
Distributed wavelet-learning-based fusion estimation for multirate multisensor systems with integer and non-integer multiple sample ratios21
HFENet: Hybrid feature encoder network for detecting salient objects in RGB-thermal images21
Robustness enhancement in neural networks with alpha-stable training noise21
Real-valued sparse Bayesian learning algorithm for off-grid DOA estimation in the beamspace21
Multi-sensor random sample consensus for instantaneous frequency estimation of multi-component signals21
Attention enhanced residual network for automatic pulmonary tuberculosis detection on chest radiographs images21
Collaborative route optimization and resource management strategy for multi-target tracking in airborne radar system20
Editorial Board20
Envelope estimation using geometric properties of a discrete real signal20
A novel differential chaos shift keying system based on joint time slot and code index of carrier phase modulation20
Few-shot specific emitter identification via asymmetric dual-path masked autoencoder20
Recursive state estimation for delayed complex networks with random link failures and stochastic inner coupling under cyber attacks19
AO-TransUNet: A multi-attention optimization network for COVID-19 and medical image segmentation19
Sparse Bayesian learning based multi trajectory tracking algorithm for direction of arrival trajectory estimation19
MSFF-Net: Multi-scale feature fusing networks with dilated mixed convolution and cascaded parallel framework for sound event detection19
Editorial Board19
Intelligent reflecting surface aided co-existing radar and communication system19
A hierarchical Transformer network for smoke video recognition19
Mixture texture model with weighted generalized inverse Gaussian distribution for target detection19
Task-driven joint dictionary learning model for multi-view human action recognition19
An efficient non-negative least mean squares algorithm based on q-gradient for system identification19
Performance limit and phase design for near-field tracking with reconfigurable intelligent surface19
Reprint of: Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices19
Comparative analysis of speaker identification performance using deep learning, machine learning, and novel subspace classifiers with multiple feature extraction techniques19
ALFusion: Adaptive fusion for infrared and visible images under complex lighting conditions19
Super-resolution time delay estimation using exponential kernel correlation in impulsive noise and multipath environments19
An attention mechanism network based on the winner-take-all19
Distributed variational Bayesian adaptive filtering for randomly delayed measurements and unknown noise statistics in multi-sensor networked systems18
Generalized framework for the design of adaptive fractional-order masks for image denoising18
Multi-order nearest neighbor prediction for recommendation systems18
Distributed algorithms for scalable proximity operator computation and application to video denoising18
Editorial Board18
DOA and polarization estimation for compressed EMVS array with arbitrary sensor geometry18
GMF-GAN: Gradual multi-granularity semantic fusion GAN for text-to-image synthesis18
Spectral efficiency analysis of distributed millimeter wave massive MIMO system using spatial point processes18
Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability17
Robust median consensus cubature Kalman filter for distributed sensor networks17
Optimal stochastic gradient descent algorithm for filtering17
Semantic segmentation for remote sensing images using multi-layer semantic Markov random field with semantic text information17
Sensor placement method for water distribution networks based on sampling of non-bandlimited graph signals17
Non-stationary random noise removal in ground-penetrating radar images by using self-guided filtering17
Towards goal-oriented semantic signal processing: Applications and future challenges17
Self-optimizing multi-domain auxiliary fusion deep complex convolution recurrent network for speech enhancement17
A novel parameter estimation for the compound gaussian sea clutter model with the inverse gamma texture based on logarithmic moment derivative17
Rhythm-adaptive statistical estimation methods of probabilistic characteristics of cyclic random processes17
SD2SDFNet: A novel deep fusion network based on statistical denoising and dual-dimension self-attention model for power transformer hybrid-space fault prognosis17
Comprehensive review of segment anything model across multiple domains17
A parallel rotator for FFT/IFFT applied in multi-carrier wireless communication systems17
Parallel matching pursuit algorithm and analysis17
DCFDA-MIMO: A dual coprime FDA-MIMO radar framework for target localization17
Multi-geometric distance method for clutter covariance matrix estimation17
Combine multi-order representation learning and frame optimization learning for skeleton-based action recognition17
Multimodal secure biometrics using attention efficient-net hash compression framework17
Bearing-only 2D maneuvering target tracking using smart interacting multiple model filter16
Continuous discrete minimum error entropy Kalman filter in non-Gaussian noises system16
Bag of feature with discriminative module for non-rigid shape retrieval16
Unsupervised feature selection based on minimum-redundant subspace learning with self-weighted adaptive graph16
Design of IIR full-band differentiators with improved nearly linear phase16
Micro LED defect detection with self-attention mechanism-based neural network16
Design of a robust steerable differential beamformer with linear acoustic vector sensor arrays16
ECFNet: Efficient cross-layer fusion network for real time RGB-Thermal urban scene parsing16
A fault diagnosis method based on convolutional sparse representation16
Time-varying signal recovery based on low rank and graph-time smoothness16
Contribution to historical manuscript dating: A hybrid approach employing hand-crafted features with vision transformers16
Multi-dimensional graph linear canonical transform and its application16
Infrared-visible image fusion method based on sparse and prior joint saliency detection and LatLRR-FPDE16
Contrastive activation maps with superpixel rectification for weakly supervised semantic segmentation: When superpixels meet CAMs16
A novel aspect of automatic vlog content creation using generative modeling approaches15
Enhancing the security of image steganography via multiple adversarial networks and channel attention modules15
A modified PUMA/EPUMA for direction-of-arrival estimation of coherent sources15
Video background extraction and moving object detection via conceptual beamforming algorithms15
Local-global visual interaction attention for image captioning15
Outage performance for full-duplex relaying satellite-terrestrial multi-antenna NOMA systems with imperfect SIC15
Efficient recurrent real video restoration15
A lightweight visual detection method for maritime autonomous surface ships in port area navigation15
Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis15
Erratum to “A novel Bayesian image despeckling method using 2D CGARCH-M model in 2D dost framework” [Digit. Signal Process. 140 (2023) 104134]15
Direction of arrival correction through speech quality feedback15
Joint beamforming with RIS assisted MU-MISO systems using HR-mobilenet and ASO algorithm14
Cell-free ISAC massive MIMO systems with capacity-constrained fronthaul links14
Graph regularized virtual label regression for unsupervised feature selection14
DCO-Net: Deformable convolution-based O-shape network for fully automated placenta segmentation14
Automatic thresholding method using single information entropy under product transformation of order difference filter response14
Quaternion optimized model with sparseness for color image recovery14
Robust sparse reconstruction of signals with gapped missing samples from multi-sensor recordings14
Sub-Nyquist sampling of sparse and correlated signals in array processing14
Optimizing FDLIA to realize high-speed and high-precision detection of multi-channel signals14
Geometric consistent fuzzy cluster ensemble with membership reconstruction for image segmentation14
Addressing preprocessing for spectrum sensing using image processing14
Convolutional neural network optimization via channel reassessment attention module14
Gridless sparse recovery STAP algorithm with array amplitude-phase errors for non-uniform linear array14
Editorial Board14
Low complexity robust subband adaptive beamforming with frequency-angle coupling14
Drift suppression method based on signal stability detection and adaptive Kalman filter for NMR sensor14
Dual-branch network based on transformer for texture recognition13
MCAFNet: Multiscale cross-modality adaptive fusion network for multispectral object detection13
Robust logarithmic hyperbolic cosine adaptive filtering over graph signals13
Dual-stream reinforcement network for few-shot image segmentation13
Graph signal reconstruction based on spatio-temporal features learning13
Design of a novel low-latency parameterizable posit adder/subtractor using leading one predictor in FPGA13
A novel monostatic MIMO array design strategy and signal reconstruction algorithm for sensor failure13
A hybrid CNN-LSTM model for environmental sound classification: Leveraging feature engineering and transfer learning13
Position error vs. signal measurements: An analysis towards lower error bound in sensor network13
A survey on Deep Image Prior for image denoising13
Multi-agent deep reinforcement learning for collaborative task offloading in mobile edge computing networks13
Fault identification of rolling bearing with variable speed based on generalized broadband mode decomposition and distance evaluation technique13
Image interpolation by direct cross downsampling13
Multiple extended target tracking based on gamma box particle and labeled random finite sets13
Performance analysis of subspace projection algorithm with respect to projection length for GNSS jamming mitigation13
Identification and distributed fusion filter for multi-sensor networked systems with stochastic deception attacks13
Large-scale graph signal denoising: A heuristic approach13
Interval-based screening to improve the visual quality of meaningful shared images13
Debiased hybrid contrastive learning with hard negative mining for unsupervised person re-identification13
Doppler resilient MIMO radar waveform design from zero correlation zone complementary sequence pairs13
Optimized hybrid routing protocol for energy-aware cluster head selection in wireless sensor networks13
Simultaneous non-convex low rank regularization for fast magnetic resonance spectroscopy reconstruction13
Enhancing the prediction of protein coding regions in biological sequence via a deep learning framework with hybrid encoding13
Weighted 1D-local binary pattern features and Taylor-Henry gas solubility optimization based Deep Maxout network for discovering epileptic seizure using EEG13
Proportionate recursive maximum correntropy criterion adaptive filtering algorithms and their performance analysis13
Generalized convolution and product theorems associated with the free metaplectic transformation and their applications13
An unsupervised anomalous sound detection method based on similarity-driven automatic feature selection13
Near-field DOA estimation oriented sparse array design via symmetric augmentation of three ULAs13
WaveFrSnow: Comprehensive perception wavelet transform frequency separation transformer for image snow removal12
Editorial Board12
Maximum average entropy-based quantization of local observations for distributed detection12
Robust sparse Bayesian learning based on the Bernoulli-Gaussian model of impulsive noise12
Transmit beampattern design for FDA-MIMO radar using complex manifold optimization12
Downlink beamforming design for mobile users in massive MIMO system12
Methods of periodically non-stationary random processes for vibrations monitoring of rolling bearing with damaged outer race12
Edge-aware pre and post-processing for JPEG images using deep learning architectures12
Diffusion random Fourier adaptive filtering algorithm based on logistic distance metric for distributed estimation12
Development of variable 2D FIR filter structures using farrow approximation and row-wise polyphase decomposition12
Physical layer security for indoor GSM VLC12
On the performance of power-sensing RIS-SM: Effects of improper Gaussian noise and Nakagami-m fading channel12
Stochastic reaction and diffusion systems in molecular communications: Recent results and open problems12
Design of nonlinear phase prototype filter based on coefficients symmetry for UFMC communication system12
ADCV: Unsupervised depth completion employing adaptive depth-based cost volume12
MAM Faster R-CNN: Improved Faster R-CNN based on Malformed Attention Module for object detection on X-ray security inspection12
A beamspace maximum likelihood algorithm for target height estimation for a bistatic MIMO radar12
Learning Gabor layer for edge detection network12
Nighttime image dehazing based on a modified model and saturation line prior12
QR code beautification by instance segmentation (IS-QR)12
Achievable rate analysis of a generalized uplink asynchronous non-orthogonal multiple access with MSK-type signals12
A novel PAPR reduction method for hybrid beamforming transmitter12
Low complexity blind detection in OFDM systems with phase noise12
Graph total variation and low-rank regularization for heterogeneous change detection12
A noncoherent chaotic communication system with multidimensional index modulation based on cyclic permutation grouping12
Variable fractional order-based structure-texture aware Retinex model with dynamic guidance illumination12
Fast distance and velocity estimation in parameter agility radar using CM-CS-OMP and CM-MUSIC methods12
S2VSNet: Single stage V-shaped network for image deraining & dehazing12
Feature reduction based transfer structural subspace learning for small-footprint cross-domain keyword spotting via linear discriminant analysis11
Infrared dim and small targets detection via self-attention mechanism and pipeline correlator11
Cracks-suppression perceptual geometry coding for dynamic point clouds11
IhybCNV: An intra-hybrid approach for CNV detection from next-generation sequencing data11
Editorial Board11
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