Signal Image and Video Processing

Article	Citations
Image denoising via neighborhood-based multidimensional Gaussian process regression	132
An effective salient edge detection method based on point flow with phase congruency	107
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	94
A comparison of digitized rotations of neighborhood motion maps of closest neighbors on 2D regular grids	94
Multi-scale feature fusion model followed by residual network for generation of face aging and de-aging	75
Buffer ladder feature fusion architecture for semantic segmentation improvement	74
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	72
Curve generation method of deep parallel spatiotemporal fusion network	56
Detection of Moiré pattern in high-resolution images	55
Sea state from ocean video with singular spectrum analysis and extended Kalman filter	45
Safety helmet detection method based on semantic guidance and feature selection fusion	45
Utilization of photoacoustic spectral analysis for immune cell size characterization	42
A crack detection network with multi-channel attention and enhanced information interaction	41
A constrained optimization method for blocking artifact compensation in JPEG infrared image	39
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	39
DXYW: a depth-guided multi-channel edge detection model	38
Robust distributed adaptation under arctangent and maximum correntropy criterion	37
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	37
Visual perception enhancement fall detection algorithm based on vision transformer	36
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	33
YOLO-E: a lightweight object detection algorithm for military targets	33
Research on image steganography based on a conditional invertible neural network	32
Automatic facial expression localization and recognition across a large range of emotions	31
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	30
Phase unwrapping via hierarchical and balanced residue partitioning	30

An acoustic feedback canceler based on probe noise and informative data for hearing aids	29
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	29
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	29
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	29
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	28
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	28
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	27
Hard-sample guided cluster refinement for unsupervised person re-identification	26
Latent Style: multi-style image transfer via latent style coding and skip connection	25
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	25
Detection of coating defects in high gas turbine blades by image processing	24
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	24
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	23
LS-RANSAC: find spatial structures directly from the image	23
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	23
An improved method for designing general fractional-delay IIR digital filters	22
A novel channel selection approach for human neonate’s pain EEG data analysis	22
Mel spectrogram-based audio forgery detection using CNN	22
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	22
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	22
An end-to-end single image dehazing network based on U-net	22
Partial convolution residual network for lightweight image super-resolution	22
Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	21
ROSE: real one-stage effort to detect the fingerprint singular point based on multi-scale spatial attention	21
CLIP-guided black-box domain adaptation of image classification	21
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	20
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	20
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	20
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	20
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	19
An automatic garbage detection using optimized YOLO model	19
An improved deep learning method for flying object detection and recognition	19
Moving object detection method with motion regions tracking in background subtraction	19
A fine-tuned multimodal large model for power defect image-text question-answering	19
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	19
RT-DEKT: real-time object detector with KAN-Transformer	19
DOA estimation with extended cantor array for unknown source number	18
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	18
Multi-scale feedback residual network for image super-resolution	18
Transformer fusion and histogram layer multispectral pedestrian detection network	18
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	17
Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	17
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	17
Iterative spectral correlation based multispectral image demosaicking	17
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	17
Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	17
High-resolution time-frequency representation with generative adversarial networks	17
DBF-YOLO: a fall detection algorithm for complex scenes	17
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	16
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	16

EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	16
Cut-in maneuver detection with self-supervised contrastive video representation learning	16
Bff: Bi-stream feature fusion for object detection in hazy environment	16
Exponential-Ant Cuckoo Search Optimization for image deblurring with spinal cord images based on kernel estimation	16
Optimal buffer subset selection in extended SAR scene simulator	16
Gunet: a novel and efficient low-illumination palmprint image enhancement method	16
Classroom face detection algorithm based on improved MTCNN	15
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	15
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	15
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	15
Analysis of X-rays in bone remodelling around Active and Replace dental implants	15
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India	15
The effect of wavelet transform on the classification performance of different deep learning architectures	15
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	15
Detection and recognition of digital instrument in substation using improved YOLO-v3	15
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation	15
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	15
HRANet: histogram-residual-attention network used to measure neatness of toy placement	15
Temporal-spatial interactive shift module for videos anomaly detection	14
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	14
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	14
A hierarchical and data-efficient network based on patch-based representation	14
Local many-to-many matching via ROI feature decomposition for multi-object tracking	14
Image change combined with CNN power subway vent valve state monitoring	14
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	14
PVC-STIM: Perceptual video coding based on spatio-temporal influence map	14
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	14
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	14
Human pose estimation and LSTM-based diver heading prediction for AUV navigation guidance	14
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	13
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	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
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	13
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	13
Attention-based color consistency underwater image enhancement network	13
LDCT image quality improvement algorithm based on optimal wavelet basis and MCA	13
Space-domain-based CTU layer rate control for HEVC	13
A bi-network architecture for occlusion handling in Person re-identification	13
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	13
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	13
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	13
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	13
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	13
Gogglesdet: goggles detection with clustering transformer and a new dataset	13
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	13
Multi-user watermarking based on paralleled invertible neural networks	13
A deep image prior-based three-stage denoising method using generative and fusion strategies	13
Global and local AU-assisted graph convolutional network for micro-expression recognition	12
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	12
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	12
FG-YOLO: an improved YOLOv8 algorithm for real-time fire and smoke detection	12
MSAA-Net: a multi-scale attention-aware U-Net is used to segment the liver	12
AMtrack: Anti-occlusion multi-object tracking algorithm	12
Multiscale U-net-based accelerated magnetic resonance imaging reconstruction	12
Deep feature based correlation filter for single object tracking in satellite videos	12
Effective adversarial transfer learning for underwater image enhancement with hybrid losses	12
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	12
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	12
An efficient representative coefficient total variation method for moving object detection in noisy videos	12
Cluster-based beamforming for enhanced array processing	12
Gait transformation network for gait de-identification with pose preservation	12
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	12
Human action recognition using ST-GCNs for blind accessible theatre performances	12
A Modified High-Order Neural Network with Smoothing L1 Regularization and Momentum Terms	12
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	12
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	11
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	11
Image shadow removal algorithm guided by progressive attention mechanism	11
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	11
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	11
CNN-based camera motion classification using HSI color model for compressed videos	11
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	11
Improving MRI reconstruction with graph search matching pursuit	11
Deep multi-scale network for single image dehazing with self-guided maps	11
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	11
Application of ANN for prediction of settlement of ring foundation	11
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	11
An adaptive feature extraction method for classification of Covid-19 X-ray images	11
Integrated vector-valued active contour model for image segmentation	11

EGNet: enhanced gradient network for image deblurring	11
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	11
3D Reconstruction of deformable linear objects based on cylindrical fitting	11
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	11
Accumulated bispectral image-based respiratory sound signal classification using deep learning	11
EfficientMask-Net for face authentication in the era of COVID-19 pandemic	11
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	11
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	11
Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions	10
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	10
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	10
Continuous sign language recognition enhanced by dynamic attention and maximum backtracking probability decoding	10
A wearable sensor-based dynamic gesture recognition model via broad attention learning	10
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	10
Subject-aware image outpainting	10
YOLO-ESIDE: fire hydrant detection under fire environment	10
A hybrid autoencoder and index modulation framework for OTFS modulation	10
Optimized deep networks for road extraction using satellite images	10
Underdetermined mixing matrix estimation based on time-frequency single source points detection and eigenvalue decomposition	10
Advancing healthcare with LDCT image denoising through self-regularization and UDA	10
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	10
Dual-statistic white balance guided 3DLUT for image enhancement	10
Fusion of handcrafted edge and residual learning features for image colorization	10
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	10
Semi-blind image deblurring based on framelet prior	10
FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection	10
Multi-classification of colorectal polyps with fused residual attention	10
Deep active contours using locally controlled distance vector flow	10
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	10
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms	10
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	10
Research on perceptual methods of external damage hazards for transmission corridors	10
DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction	9
Investigation of the effect of rosemary odor on mental workload using EEG: an artificial intelligence approach	9
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	9
Recovering a clean background: a new progressive multi-scale CNN for image denoising	9
Research on the application of public art design based on digital technology in urban landscape construction	9
High-accuracy face recognition with the MRYOLO-SCO algorithm: combining residual networks and YOLOv2 for improved precision	9
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	9
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	9
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	9
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	9
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	9
Enhanced reversible data hiding in encrypted images via median preserving pixel value ordering and block-wise difference preservation	9
VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network	9
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	9
N-Net: an UNet architecture with dual encoder for medical image segmentation	9
COVID-19 detection on chest radiographs using feature fusion based deep learning	9
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	9
Graph convolution detection method of transmission line fitting based on orientation reasoning	9
Hessian-based weighted guided image filtering	9
Unsupervised deep learning of bright-field images for apoptotic cell classification	9
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	9
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	9
Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion	9
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	9
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	9
A lightweight fatigue driving detection method based on facial features	9
RS-UNet: lightweight network with reflection suppression for floating objects segmentation	8
Dual-stream network with complementary fusion and hierarchical attention for image tampering localization	8
Improved whale optimization algorithm for 2D-Otsu image segmentation with application in steel plate surface defects segmentation	8
SW-Net: anchor-free ship detection based on spatial feature enhancement and weight-guided fusion	8
X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images	8
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv’s Distribution	8
Efficient resource allocation in heterogeneous clouds: genetic water evaporation optimization for task scheduling	8
YOLO-GTWDNet: a lightweight YOLOv8 network with GhostNet backbone and transformer neck to detect handheld weapons for smart city applications	8
MCA-Deeplabv3+: a cupping spot image segmentation network based on improved Deeplabv3+	8
GCAM: Gaussian and causal-attention model of food fine-grained recognition	8
CMIT-Net: a cross-modal information transfer network for multi-modal brain tumor segmentation	8
Underwater image enhancement through color deviation detection-guided peak flattening	8
Distributed source DOA estimation based on deep learning networks	8
Design of routing protocol with the internet of things devices over mobile ad hoc networks	8
Meningioma segmentation with GV-UNet: a hybrid model using a ghost module and vision transformer	8
Enhancing image security through a fusion of chaotic map and multi-level scrambling techniques	8
Research on the algorithm of detecting insulators in high-voltage transmission lines using UAV images	8
Speech-based emotion recognition using a hybrid RNN-CNN network	8
Unveiling limitations of 3D object reconstruction models through a novel benchmark	8
Wasserstein distance-based fuzzy C-means clustering in Riemannian manifold feature space for image segmentation	8
Underwater stereo-matching algorithm based on belief propagation	8
Parameters estimation of linear frequency modulated signal using Kalman filter and its extended versions	8
A semi-supervised video dehazing method based on CNNs	8
An iris segmentation scheme based on bendlets	8
Visualization of dentate nucleus, pontine tegmentum, pontine nuclei from CT image via nonlinear perspective projection	8
Multi-focus image fusion using residual removal and fractional order differentiation focus measure	8
Automatic visualization of gas leakage in the domestic sector using spacial and temporal models with image processing techniques	8
A key-points-assisted network with transfer learning for precision human action recognition in still images	7
Image processing-based protection of privacy data in cloud using NTRU algorithm	7
Improving outdoor plane estimation without manual supervision	7
PredAt-GAN: a new spatiotemporal forecast model for precipitation nowcasting with weather radar echo images	7
A cartilage injury segmentation algorithm based on subordinate degree analysis during lesion location-directed imitation	7
Asynchronous track-to-track association algorithm based on reference topology feature	7
3D-listless block cube set-partitioning coding for resource constraint hyperspectral image sensors	7
A marigold corolla detection model based on the improved YOLOv7 lightweight	7
Regularization by deep learning in signal processing	7
Stratified attention dense network for image super-resolution	7