Signal Image and Video Processing

Article	Citations
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	116
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	93
An effective salient edge detection method based on point flow with phase congruency	91
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	77
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	62
Safety helmet detection method based on semantic guidance and feature selection fusion	58
Sea state from ocean video with singular spectrum analysis and extended Kalman filter	53
Utilization of photoacoustic spectral analysis for immune cell size characterization	52
A crack detection network with multi-channel attention and enhanced information interaction	49
Research on image steganography based on a conditional invertible neural network	48
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	48
Phase unwrapping via hierarchical and balanced residue partitioning	43
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	42
An acoustic feedback canceler based on probe noise and informative data for hearing aids	42
Buffer ladder feature fusion architecture for semantic segmentation improvement	41
YOLO-E: a lightweight object detection algorithm for military targets	41
Transformer fusion and histogram layer multispectral pedestrian detection network	39
An end-to-end single image dehazing network based on U-net	36
Hard-sample guided cluster refinement for unsupervised person re-identification	36
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	36
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	35
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	35
Moving object detection method with motion regions tracking in background subtraction	34
Detection of Moiré pattern in high-resolution images	34
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	34

Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	33
Curve generation method of deep parallel spatiotemporal fusion network	33
CLIP-guided black-box domain adaptation of image classification	32
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	32
Partial convolution residual network for lightweight image super-resolution	31
Predicting the adhesion parameters between steel fibers and concrete using neural networks	30
Detecting audio forgery using deep learning techniques with attention mechanisms on ResNet++	30
DXYW: a depth-guided multi-channel edge detection model	30
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	29
DarkActionNet: An efficient neural network for low-light animal behavior recognition	29
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	28
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	28
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	27
DOA estimation with extended cantor array for unknown source number	26
Multicluster-Guided contrastive learning of volatile features for unsupervised person re-identification	26
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	26
Robust distributed adaptation under arctangent and maximum correntropy criterion	26
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	26
Joint deep learning and atmospheric light scattering for fast image dehazing	26
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	25
Tonal distribution and glare assessment in cinematographic film scanners	25
Human motion recognition based on discrete cosine transform and error correction	25
Ensemble Self-Learning for Pseudo-Labeling	24
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	24
Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	24
Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	24
Detection of coating defects in high gas turbine blades by image processing	24
LS-RANSAC: find spatial structures directly from the image	24
DBF-YOLO: a fall detection algorithm for complex scenes	24
A novel channel selection approach for human neonate’s pain EEG data analysis	23
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	23
Detecting deepfake videos: an enhanced hybrid deep learning model	22
An improved method for designing general fractional-delay IIR digital filters	22
Retinex based Dual-End Specialized Diffusion Model for Low-Light Image Enhancement	22
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	22
RT-DEKT: real-time object detector with KAN-Transformer	21
A fine-tuned multimodal large model for power defect image-text question-answering	21
Multi-scale feedback residual network for image super-resolution	21
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	21
An automatic garbage detection using optimized YOLO model	21
Occlusive and multi-scale clothing detection algorithm based on improved YOLOv8	21
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	20
An improved deep learning method for flying object detection and recognition	20
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	20
Enhancing VQA with Emphasis-Based Soft Attention	19
A deep learning based framework for face de-morphing to strengthen security and improve accuracy in facial recognition systems	19
Image denoising via neighborhood-based multidimensional Gaussian process regression	19
Constrained maximum correntropy criterion based sparse algorithm for sparse channel estimation against noisy input	19
AutoDS: a de-stationary transformer method for lithium-ion battery remaining useful life prediction	19
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	19

Automatic facial expression localization and recognition across a large range of emotions	19
Fast algorithm for Post-VVC intra prediction module based on statistical analysis	19
Visual perception enhancement fall detection algorithm based on vision transformer	19
A lightweight model for autonomous vehicle to detect front vehicles in traffic flow	18
Cut-in maneuver detection with self-supervised contrastive video representation learning	18
A deep image prior-based three-stage denoising method using generative and fusion strategies	18
A hierarchical and data-efficient network based on patch-based representation	18
Mel spectrogram-based audio forgery detection using CNN	18
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	18
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	18
Iterative spectral correlation based multispectral image demosaicking	18
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	18
Temporal-spatial interactive shift module for videos anomaly detection	18
SCE-BiLSTM: a hybrid deep learning model for regional forest biomass estimation with spatial-channel attention and extreme learning	17
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	17
A bi-network architecture for occlusion handling in Person re-identification	17
Rare sound event detection using superlets and a convolutional TDPANet	17
Satellite cloud removal in meteorology: an efficient generative adversarial network based approach	17
PVC-STIM: Perceptual video coding based on spatio-temporal influence map	17
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	17
Attention-based color consistency underwater image enhancement network	17
Three-polar parameterization-based ICP algorithm for 3D face registration and recognition	17
Faster Multi-parameter Thumbnail Preserving Scheme Based on Random Wandering and DHKE for Cloud Environments	17
Local many-to-many matching via ROI feature decomposition for multi-object tracking	17
Multi-user watermarking based on paralleled invertible neural networks	17
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	17
Speed-FairMOT: multi-class multi-object tracking for real-time manipulation	17
Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	16
A novel ZT DFT-s optical OFDM waveform design for visible light communications	16
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	16
navTD3: An End-to-End Learning Approach for Indoor Navigation	16
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	16
Find the stem along grape: a grape and stem segmentation method based on region images	16
Image change combined with CNN power subway vent valve state monitoring	16
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	16
ADAFuse:Adaptive Feature Decomposition Network with Cross-Modal Fusion for Infrared and Visible Image Fusion	16
High-resolution time-frequency representation with generative adversarial networks	16
Feature Space-Based Anti-Noise Compressed Sensing Image Reconstruction Network	16
An efficient representative coefficient total variation method for moving object detection in noisy videos	15
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	15
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	15
Gait transformation network for gait de-identification with pose preservation	15
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	15
AMtrack: Anti-occlusion multi-object tracking algorithm	15
LDCT image quality improvement algorithm based on optimal wavelet basis and MCA	15
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	15
Optimal buffer subset selection in extended SAR scene simulator	15
The effect of wavelet transform on the classification performance of different deep learning architectures	15
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	14
Gogglesdet: goggles detection with clustering transformer and a new dataset	14
Deep feature based correlation filter for single object tracking in satellite videos	14
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	14
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	14
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	14
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation	14
Detection and recognition of digital instrument in substation using improved YOLO-v3	14
Cluster-based beamforming for enhanced array processing	14
Bff: Bi-stream feature fusion for object detection in hazy environment	14
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	14
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	14
Global and local AU-assisted graph convolutional network for micro-expression recognition	14
HRANet: histogram-residual-attention network used to measure neatness of toy placement	14
Gunet: a novel and efficient low-illumination palmprint image enhancement method	14
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	14
C4D-YOLOv8: improved YOLOv8 for object detection on drone-captured images	14
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	14
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	14
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	13
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	13
A deinterleaving approach of pulse signals in distributed system	13
An open MRI dataset for cervical cancer with tumor segmentation using nnU-net	13
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	13
Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	13
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	13
A Deformable Lightweight Asymmetric Decoupled Head based Object Detector for Autonomous Driving	13
Classroom face detection algorithm based on improved MTCNN	13
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	13
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	13
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	13
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	12

Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	12
Hessian-based weighted guided image filtering	12
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	12
EGNet: enhanced gradient network for image deblurring	12
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	12
FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection	12
Improving MRI reconstruction with graph search matching pursuit	12
A hybrid autoencoder and index modulation framework for OTFS modulation	12
A lightweight fatigue driving detection method based on facial features	12
FG-YOLO: an improved YOLOv8 algorithm for real-time fire and smoke detection	12
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	12
Evaluation of the importance of metadata in skin lesion classification	12
An adaptive feature extraction method for classification of Covid-19 X-ray images	12
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	12
Modified convolutional architecture based anomaly detection for video surveillance with mask R-CNN segmentation model for object detection	12
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	12
A Modified High-Order Neural Network with Smoothing L1 Regularization and Momentum Terms	12
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	12
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	12
An ensemble KANs method with XAI for mitosis segmentation in histopathological images	12
Effective adversarial transfer learning for underwater image enhancement with hybrid losses	12
Underdetermined mixing matrix estimation based on time-frequency single source points detection and eigenvalue decomposition	12
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	12
Dual-statistic white balance guided 3DLUT for image enhancement	12
Advancing healthcare with LDCT image denoising through self-regularization and UDA	12
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	11
Ship target detection via cross-scale weighted bidirectional learning and deconvolution pyramid	11
Coupling shearlet coefficients and spatial information from a single image to construct a tensor for sparse-view tomography reconstruction	11
YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection	11
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	11
N-Net: an UNet architecture with dual encoder for medical image segmentation	11
Graph convolution detection method of transmission line fitting based on orientation reasoning	11
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	11
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	11
Enhanced reversible data hiding in encrypted images via median preserving pixel value ordering and block-wise difference preservation	11
Deep multi-scale network for single image dehazing with self-guided maps	11
Audio-visual multimodal fall detection to ensure the safety of elderly people in intelligent buildings: an innovative approach using LSTM, CNN, and a shallow neural network	11
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	11
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	11
Attention interaction and recalibration network for lightweight image super-resolution	11
Nova: A Novel Optimizer Integrating Nesterov Momentum, AMSGrad, and Decoupled Weight Decay for Deep Learning	11
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	11
DualStream-TGCN: A Parallel Transformer-GCN Framework for Pedestrian Trajectory Prediction in Dynamic Environments	11
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	11
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	11
Accumulated bispectral image-based respiratory sound signal classification using deep learning	11
COVID-19 detection on chest radiographs using feature fusion based deep learning	11
High-accuracy face recognition with the MRYOLO-SCO algorithm: combining residual networks and YOLOv2 for improved precision	10
Research on perceptual methods of external damage hazards for transmission corridors	10
Optimized deep networks for road extraction using satellite images	10
Human action recognition using ST-GCNs for blind accessible theatre performances	10
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	10
VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network	10
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	10
Recovering a clean background: a new progressive multi-scale CNN for image denoising	10
EV2M-YOLOv8: enhancing AI computer vision with EfficientNetV2 and multi-head self-attention for low-complexity agricultural crop, chilli maturity detection	10
EfficientMask-Net for face authentication in the era of COVID-19 pandemic	10
Subject-aware image outpainting	10
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	10
A wearable sensor-based dynamic gesture recognition model via broad attention learning	10
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	10
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	10
Unsupervised deep learning of bright-field images for apoptotic cell classification	10
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	10
YOLO-ESIDE: fire hydrant detection under fire environment	10
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	10
Multi-classification of colorectal polyps with fused residual attention	10
Image shadow removal algorithm guided by progressive attention mechanism	10
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms	10
Semi-blind image deblurring based on framelet prior	10
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	10
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	10
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	10
CEANet: An end-to-end transformer based static-mobile points alignment approach	9
Multi-focus image fusion using residual removal and fractional order differentiation focus measure	9
Automatic visualization of gas leakage in the domestic sector using spacial and temporal models with image processing techniques	9
Meningioma segmentation with GV-UNet: a hybrid model using a ghost module and vision transformer	9
RS-UNet: lightweight network with reflection suppression for floating objects segmentation	9
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv’s Distribution	9
A semi-supervised video dehazing method based on CNNs	9
Bidirectional joint estimation of optical flow and scene flow with Gaussian-guided attention	9
Optimized YOLOv5 model for safety helmet and flame detection system	9
Efficient resource allocation in heterogeneous clouds: genetic water evaporation optimization for task scheduling	9
GCAM: Gaussian and causal-attention model of food fine-grained recognition	9
Enhanced aerial image segmentation via hybrid Swin-UNet with dilated convolutions and multi-scale fusion	9
SW-Net: anchor-free ship detection based on spatial feature enhancement and weight-guided fusion	9
Non-contact blood pressure detection based on weighted ensemble learning model	9
Detecting audio copy-move forgery with an artificial neural network	9
Research on the algorithm of detecting insulators in high-voltage transmission lines using UAV images	9
Modified correlated total variation regularization for low-rank matrix recovery	9
Dual-stream network with complementary fusion and hierarchical attention for image tampering localization	9
Wasserstein distance-based fuzzy C-means clustering in Riemannian manifold feature space for image segmentation	9
Impact of various continuous wavelet transforms for acoustic scene classification with DCASE dataset	9
Distributed source DOA estimation based on deep learning networks	9
VANET cluster-based routing protocol with link breakage handling: introduction to hybrid optimization algorithm	9