Signal Image and Video Processing

Article	Citations
Image denoising via neighborhood-based multidimensional Gaussian process regression	145
An effective salient edge detection method based on point flow with phase congruency	113
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	107
Multi-scale feature fusion model followed by residual network for generation of face aging and de-aging	84
Buffer ladder feature fusion architecture for semantic segmentation improvement	82
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	77
Curve generation method of deep parallel spatiotemporal fusion network	76
Safety helmet detection method based on semantic guidance and feature selection fusion	62
Sea state from ocean video with singular spectrum analysis and extended Kalman filter	50
A crack detection network with multi-channel attention and enhanced information interaction	48
Utilization of photoacoustic spectral analysis for immune cell size characterization	48
Research on image steganography based on a conditional invertible neural network	44
Automatic facial expression localization and recognition across a large range of emotions	44
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	41
Phase unwrapping via hierarchical and balanced residue partitioning	40
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	40
An acoustic feedback canceler based on probe noise and informative data for hearing aids	40
Transformer fusion and histogram layer multispectral pedestrian detection network	39
YOLO-E: a lightweight object detection algorithm for military targets	38
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	35
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	35
Hard-sample guided cluster refinement for unsupervised person re-identification	34
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	34
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	33
LS-RANSAC: find spatial structures directly from the image	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
Multi-scale feedback residual network for image super-resolution	32
Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	31
Detection of coating defects in high gas turbine blades by image processing	30
Latent Style: multi-style image transfer via latent style coding and skip connection	30
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	29
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	29
A novel channel selection approach for human neonate’s pain EEG data analysis	28
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	28
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	27
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	27
An improved method for designing general fractional-delay IIR digital filters	27
An automatic garbage detection using optimized YOLO model	26
Detection of Moiré pattern in high-resolution images	26
Retinex based Dual-End Specialized Diffusion Model for Low-Light Image Enhancement	26
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	26
Detecting deepfake videos: an enhanced hybrid deep learning model	26
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	25
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	25
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	24
RT-DEKT: real-time object detector with KAN-Transformer	24
A fine-tuned multimodal large model for power defect image-text question-answering	24
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	23
Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	23
DOA estimation with extended cantor array for unknown source number	23
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	23
DBF-YOLO: a fall detection algorithm for complex scenes	22
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	21
CLIP-guided black-box domain adaptation of image classification	21
Visual perception enhancement fall detection algorithm based on vision transformer	21
DXYW: a depth-guided multi-channel edge detection model	21
Partial convolution residual network for lightweight image super-resolution	21
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	21
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	21
Moving object detection method with motion regions tracking in background subtraction	20
Robust distributed adaptation under arctangent and maximum correntropy criterion	20
An end-to-end single image dehazing network based on U-net	20
DarkActionNet: An efficient neural network for low-light animal behavior recognition	19
Occlusive and multi-scale clothing detection algorithm based on improved YOLOv8	19
Predicting the adhesion parameters between steel fibers and concrete using neural networks	19
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	18
Detecting audio forgery using deep learning techniques with attention mechanisms on ResNet++	18
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	18
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	18
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	18
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	18
Iterative spectral correlation based multispectral image demosaicking	18
High-resolution time-frequency representation with generative adversarial networks	18
An improved deep learning method for flying object detection and recognition	18
Mel spectrogram-based audio forgery detection using CNN	18

Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	18
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	17
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	17
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	17
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	17
Optimal buffer subset selection in extended SAR scene simulator	17
Cut-in maneuver detection with self-supervised contrastive video representation learning	17
An efficient representative coefficient total variation method for moving object detection in noisy videos	16
Bff: Bi-stream feature fusion for object detection in hazy environment	16
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	16
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	16
AMtrack: Anti-occlusion multi-object tracking algorithm	16
An open MRI dataset for cervical cancer with tumor segmentation using nnU-net	16
The effect of wavelet transform on the classification performance of different deep learning architectures	16
HRANet: histogram-residual-attention network used to measure neatness of toy placement	16
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	16
Gait transformation network for gait de-identification with pose preservation	16
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	16
Feature Space-Based Anti-Noise Compressed Sensing Image Reconstruction Network	15
C4D-YOLOv8: improved YOLOv8 for object detection on drone-captured images	15
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	15
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	15
navTD3: An End-to-End Learning Approach for Indoor Navigation	15
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation	15
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	15
PVC-STIM: Perceptual video coding based on spatio-temporal influence map	15
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	15
Multiscale U-net-based accelerated magnetic resonance imaging reconstruction	15
A hierarchical and data-efficient network based on patch-based representation	15
Temporal-spatial interactive shift module for videos anomaly detection	15
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	14
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	14
Local many-to-many matching via ROI feature decomposition for multi-object tracking	14
Gogglesdet: goggles detection with clustering transformer and a new dataset	14
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	14
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	14
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	14
Image change combined with CNN power subway vent valve state monitoring	14
A bi-network architecture for occlusion handling in Person re-identification	14
Cluster-based beamforming for enhanced array processing	14
Global and local AU-assisted graph convolutional network for micro-expression recognition	14
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	14
LDCT image quality improvement algorithm based on optimal wavelet basis and MCA	14
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	14
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	14
Satellite cloud removal in meteorology: an efficient generative adversarial network based approach	13
SCE-BiLSTM: a hybrid deep learning model for regional forest biomass estimation with spatial-channel attention and extreme learning	13
Faster Multi-parameter Thumbnail Preserving Scheme Based on Random Wandering and DHKE for Cloud Environments	13
Multi-user watermarking based on paralleled invertible neural networks	13
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	13
Speed-FairMOT: multi-class multi-object tracking for real-time manipulation	13
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	13
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	13
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	13
Three-polar parameterization-based ICP algorithm for 3D face registration and recognition	13
Deep feature based correlation filter for single object tracking in satellite videos	13
Rare sound event detection using superlets and a convolutional TDPANet	13
Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	13
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	13
Attention-based color consistency underwater image enhancement network	13
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	12
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	12
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	12
Classroom face detection algorithm based on improved MTCNN	12
Hessian-based weighted guided image filtering	12
Detection and recognition of digital instrument in substation using improved YOLO-v3	12
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	12
Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion	12
Improving MRI reconstruction with graph search matching pursuit	12
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	12
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	12
Image shadow removal algorithm guided by progressive attention mechanism	12
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	12
Effective adversarial transfer learning for underwater image enhancement with hybrid losses	12
A deep image prior-based three-stage denoising method using generative and fusion strategies	12
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	12
FG-YOLO: an improved YOLOv8 algorithm for real-time fire and smoke detection	12
EGNet: enhanced gradient network for image deblurring	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

A lightweight fatigue driving detection method based on facial features	12
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	12
Gunet: a novel and efficient low-illumination palmprint image enhancement method	12
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	12
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	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	11
A wearable sensor-based dynamic gesture recognition model via broad attention learning	11
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	11
Optimized deep networks for road extraction using satellite images	11
Recovering a clean background: a new progressive multi-scale CNN for image denoising	11
Underdetermined mixing matrix estimation based on time-frequency single source points detection and eigenvalue decomposition	11
An adaptive feature extraction method for classification of Covid-19 X-ray images	11
Research on perceptual methods of external damage hazards for transmission corridors	11
Multi-classification of colorectal polyps with fused residual attention	11
Dual-statistic white balance guided 3DLUT for image enhancement	11
Subject-aware image outpainting	11
A hybrid autoencoder and index modulation framework for OTFS modulation	11
Deep active contours using locally controlled distance vector flow	11
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	11
Semi-blind image deblurring based on framelet prior	11
Advancing healthcare with LDCT image denoising through self-regularization and UDA	11
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	10
DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction	10
Graph convolution detection method of transmission line fitting based on orientation reasoning	10
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	10
3D Reconstruction of deformable linear objects based on cylindrical fitting	10
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	10
Nova: A Novel Optimizer Integrating Nesterov Momentum, AMSGrad, and Decoupled Weight Decay for Deep Learning	10
Human action recognition using ST-GCNs for blind accessible theatre performances	10
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	10
VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network	10
Automatic target detection and recognition of military vehicles in synthetic aperture radar images is fostered by optimizing VGG-googLeNet with the giraffe kicking optimization algorithm	10
Unsupervised deep learning of bright-field images for apoptotic cell classification	10
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	10
YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection	10
COVID-19 detection on chest radiographs using feature fusion based deep learning	10
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	10
Accumulated bispectral image-based respiratory sound signal classification using deep learning	10
Research on the application of public art design based on digital technology in urban landscape construction	10
N-Net: an UNet architecture with dual encoder for medical image segmentation	10
High-accuracy face recognition with the MRYOLO-SCO algorithm: combining residual networks and YOLOv2 for improved precision	10
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	10
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	10
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	10
Continuous sign language recognition enhanced by dynamic attention and maximum backtracking probability decoding	10
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	10
Modified convolutional architecture based anomaly detection for video surveillance with mask R-CNN segmentation model for object detection	9
Dual-stream network with complementary fusion and hierarchical attention for image tampering localization	9
Underwater image enhancement through color deviation detection-guided peak flattening	9
Enhancing image security through a fusion of chaotic map and multi-level scrambling techniques	9
MSAA-Net: a multi-scale attention-aware U-Net is used to segment the liver	9
Ship target detection via cross-scale weighted bidirectional learning and deconvolution pyramid	9
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	9
Deep multi-scale network for single image dehazing with self-guided maps	9
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	9
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	9
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	9
YOLO-ESIDE: fire hydrant detection under fire environment	9
An ensemble KANs method with XAI for mitosis segmentation in histopathological images	9
Efficient resource allocation in heterogeneous clouds: genetic water evaporation optimization for task scheduling	9
SW-Net: anchor-free ship detection based on spatial feature enhancement and weight-guided fusion	9
A semi-supervised video dehazing method based on CNNs	9
Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions	9
Meningioma segmentation with GV-UNet: a hybrid model using a ghost module and vision transformer	9
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	9
Application of ANN for prediction of settlement of ring foundation	9
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	9
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms	9
EfficientMask-Net for face authentication in the era of COVID-19 pandemic	9
Coupling shearlet coefficients and spatial information from a single image to construct a tensor for sparse-view tomography reconstruction	9
Unveiling limitations of 3D object reconstruction models through a novel benchmark	9
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv’s Distribution	9
Distributed source DOA estimation based on deep learning networks	9
Design of routing protocol with the internet of things devices over mobile ad hoc networks	9
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	9
Enhanced reversible data hiding in encrypted images via median preserving pixel value ordering and block-wise difference preservation	9
Evaluation of the importance of metadata in skin lesion classification	9
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	9
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	9
DualStream-TGCN: A Parallel Transformer-GCN Framework for Pedestrian Trajectory Prediction in Dynamic Environments	9
Classification of Wavy Flow Sub-Regimes Using Supervised Logistic Regression Models	8
CTS-YOLO: Real-Time Object Detection Algorithm Based on Improved YOLO11 in Complex Traffic Scenarios	8
Optimal harvesting and sensing duration using wind energy	8
Underwater stereo-matching algorithm based on belief propagation	8
Efficient monkeypox detection using hybrid lightweight CNN architectures and optimized SVM with grid search on imbalanced data	8
Application of parameters adaptive maximum second-order cyclostationary blind deconvolution in fault identification of rolling bearings	8
X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images	8
Speech enhancement using deep complex convolutional neural network (DCCNN) model	8
Modified correlated total variation regularization for low-rank matrix recovery	8
Detecting audio copy-move forgery with an artificial neural network	8
Dynamic fusion of multi-scale perception and adaptive discrimination for compressed GANs	8
CMIT-Net: a cross-modal information transfer network for multi-modal brain tumor segmentation	8
A fast selective encryption scheme for H.264/AVC video with syntax-preserving and zero bit rate expansion	8
RS-UNet: lightweight network with reflection suppression for floating objects segmentation	8