Signal Image and Video Processing

Article	Citations
Image denoising via neighborhood-based multidimensional Gaussian process regression	128
An effective salient edge detection method based on point flow with phase congruency	107
A comparison of digitized rotations of neighborhood motion maps of closest neighbors on 2D regular grids	91
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	90
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	69
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	66
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	51
Curve generation method of deep parallel spatiotemporal fusion network	50
Safety helmet detection method based on semantic guidance and feature selection fusion	43
Detection of Moiré pattern in high-resolution images	43
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	42
Utilization of photoacoustic spectral analysis for immune cell size characterization	40
Sea state from ocean video with singular spectrum analysis and extended Kalman filter	40
A crack detection network with multi-channel attention and enhanced information interaction	39
A constrained optimization method for blocking artifact compensation in JPEG infrared image	36
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	36
DXYW: a depth-guided multi-channel edge detection model	36
Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	33
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	32
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	31
Robust distributed adaptation under arctangent and maximum correntropy criterion	30
ROSE: real one-stage effort to detect the fingerprint singular point based on multi-scale spatial attention	30
CLIP-guided black-box domain adaptation of image classification	30
Visual perception enhancement fall detection algorithm based on vision transformer	30

AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	29
Research on image steganography based on a conditional invertible neural network	29
YOLO-E: a lightweight object detection algorithm for military targets	29
Automatic facial expression localization and recognition across a large range of emotions	28
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	28
Transformer fusion and histogram layer multispectral pedestrian detection network	27
Phase unwrapping via hierarchical and balanced residue partitioning	27
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	27
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	26
An acoustic feedback canceler based on probe noise and informative data for hearing aids	25
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	24
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	23
Moving object detection method with motion regions tracking in background subtraction	23
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	23
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	22
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	22
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	22
An improved deep learning method for flying object detection and recognition	22
Hard-sample guided cluster refinement for unsupervised person re-identification	22
A novel channel selection approach for human neonate’s pain EEG data analysis	20
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	20
LS-RANSAC: find spatial structures directly from the image	20
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	20
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	19
Latent Style: multi-style image transfer via latent style coding and skip connection	19
RT-DEKT: real-time object detector with KAN-Transformer	19
Detection of coating defects in high gas turbine blades by image processing	19
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	19
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	19
A fine-tuned multimodal large model for power defect image-text question-answering	18
An improved method for designing general fractional-delay IIR digital filters	18
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	18
Partial convolution residual network for lightweight image super-resolution	18
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	17
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	17
An automatic garbage detection using optimized YOLO model	17
Iterative spectral correlation based multispectral image demosaicking	17
Mel spectrogram-based audio forgery detection using CNN	17
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	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
An end-to-end single image dehazing network based on U-net	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	16
Gunet: a novel and efficient low-illumination palmprint image enhancement method	16
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	16
Cut-in maneuver detection with self-supervised contrastive video representation learning	16
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	16
Optimal buffer subset selection in extended SAR scene simulator	16
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	16

Exponential-Ant Cuckoo Search Optimization for image deblurring with spinal cord images based on kernel estimation	16
Bff: Bi-stream feature fusion for object detection in hazy environment	16
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	16
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	15
The effect of wavelet transform on the classification performance of different deep learning architectures	15
Gait transformation network for gait de-identification with pose preservation	15
Multiscale U-net-based accelerated magnetic resonance imaging reconstruction	15
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	15
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	15
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	15
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation	14
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	14
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	14
Classroom face detection algorithm based on improved MTCNN	14
PVC-STIM: Perceptual video coding based on spatio-temporal influence map	14
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	14
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	14
A hierarchical and data-efficient network based on patch-based representation	14
Temporal-spatial interactive shift module for videos anomaly detection	14
Local many-to-many matching via ROI feature decomposition for multi-object tracking	14
Multi-user watermarking based on paralleled invertible neural networks	14
Analysis of X-rays in bone remodelling around Active and Replace dental implants	14
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	13
AMtrack: Anti-occlusion multi-object tracking algorithm	13
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	13
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	13
Deep feature based correlation filter for single object tracking in satellite videos	13
A deep image prior-based three-stage denoising method using generative and fusion strategies	13
Human pose estimation and LSTM-based diver heading prediction for AUV navigation guidance	13
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	13
Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	13
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India	13
Space-domain-based CTU layer rate control for HEVC	13
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	13
Image change combined with CNN power subway vent valve state monitoring	13
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	13
Gogglesdet: goggles detection with clustering transformer and a new dataset	13
HRANet: histogram-residual-attention network used to measure neatness of toy placement	13
A bi-network architecture for occlusion handling in Person re-identification	13
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	12
Detection and recognition of digital instrument in substation using improved YOLO-v3	12
Effective adversarial transfer learning for underwater image enhancement with hybrid losses	12
LDCT image quality improvement algorithm based on optimal wavelet basis and MCA	12
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	12
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	12
Attention-based color consistency underwater image enhancement network	12
Human action recognition using ST-GCNs for blind accessible theatre performances	12
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	12
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	12
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	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
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	12
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	12
N-Net: an UNet architecture with dual encoder for medical image segmentation	11
VEDesc: vertex-edge constraint on local learned descriptors	11
Unsupervised deep learning of bright-field images for apoptotic cell classification	11
Graph convolution detection method of transmission line fitting based on orientation reasoning	11
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	11
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	11
A Modified High-Order Neural Network with Smoothing L1 Regularization and Momentum Terms	11
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	11
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	11
Image shadow removal algorithm guided by progressive attention mechanism	11
DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction	11
Application of ANN for prediction of settlement of ring foundation	11
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	11
MSAA-Net: a multi-scale attention-aware U-Net is used to segment the liver	11
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	11
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	11
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	11
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	11
A hybrid autoencoder and index modulation framework for OTFS modulation	10
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	10
EfficientMask-Net for face authentication in the era of COVID-19 pandemic	10
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	10
Research on the application of public art design based on digital technology in urban landscape construction	10
VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network	10
COVID-19 detection on chest radiographs using feature fusion based deep learning	10
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	10

Fusion of handcrafted edge and residual learning features for image colorization	10
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	10
An adaptive feature extraction method for classification of Covid-19 X-ray images	10
Dual-statistic white balance guided 3DLUT for image enhancement	10
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	10
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	10
3D Reconstruction of deformable linear objects based on cylindrical fitting	10
Investigation of the effect of rosemary odor on mental workload using EEG: an artificial intelligence approach	10
Accumulated bispectral image-based respiratory sound signal classification using deep learning	10
CNN-based camera motion classification using HSI color model for compressed videos	10
FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection	10
Underdetermined mixing matrix estimation based on time-frequency single source points detection and eigenvalue decomposition	10
Single image dehazing using elliptic curve scattering model	10
EGNet: enhanced gradient network for image deblurring	10
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	10
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	10
Deep multi-scale network for single image dehazing with self-guided maps	10
Improving MRI reconstruction with graph search matching pursuit	10
Integrated vector-valued active contour model for image segmentation	10
Hessian-based weighted guided image filtering	9
Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion	9
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	9
Subject-aware image outpainting	9
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	9
Research on perceptual methods of external damage hazards for transmission corridors	9
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	9
A wearable sensor-based dynamic gesture recognition model via broad attention learning	9
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	9
Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions	9
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	9
YOLO-ESIDE: fire hydrant detection under fire environment	9
Deep active contours using locally controlled distance vector flow	9
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	9
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms	9
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	9
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	9
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	9
Semi-blind image deblurring based on framelet prior	9
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	8
Enhanced reversible data hiding in encrypted images via median preserving pixel value ordering and block-wise difference preservation	8
A lightweight fatigue driving detection method based on facial features	8
Recovering a clean background: a new progressive multi-scale CNN for image denoising	8
X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images	8
Underwater stereo-matching algorithm based on belief propagation	8
Visualization of dentate nucleus, pontine tegmentum, pontine nuclei from CT image via nonlinear perspective projection	8
Modified correlated total variation regularization for low-rank matrix recovery	8
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	8
An iris segmentation scheme based on bendlets	8
Continuous sign language recognition enhanced by dynamic attention and maximum backtracking probability decoding	8
Design of routing protocol with the internet of things devices over mobile ad hoc networks	8
A semi-supervised video dehazing method based on CNNs	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
Meningioma segmentation with GV-UNet: a hybrid model using a ghost module and vision transformer	8
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	8
Optimized deep networks for road extraction using satellite images	8
Advancing healthcare with LDCT image denoising through self-regularization and UDA	8
Multi-classification of colorectal polyps with fused residual attention	8
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	8
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv’s Distribution	8
Underwater image enhancement through color deviation detection-guided peak flattening	8
Distributed source DOA estimation based on deep learning networks	8
Parameters estimation of linear frequency modulated signal using Kalman filter and its extended versions	8
VANET cluster-based routing protocol with link breakage handling: introduction to hybrid optimization algorithm	7
Weather-informed lightweight framework for robust smoke video detection using BFBlock-enhanced feature extraction	7
Recognize and classify illnesses on tomato leaves using EfficientNet's transfer learning approach with different size dataset	7
Wasserstein distance-based fuzzy C-means clustering in Riemannian manifold feature space for image segmentation	7
Dual-stream network with complementary fusion and hierarchical attention for image tampering localization	7
Efficient resource allocation in heterogeneous clouds: genetic water evaporation optimization for task scheduling	7
Efficient monkeypox detection using hybrid lightweight CNN architectures and optimized SVM with grid search on imbalanced data	7
Stratified attention dense network for image super-resolution	7
PCP-YOLO: an approach integrating non-deep feature enhancement module and polarized self-attention for small object detection of multiscale defects	7
IFR estimation of overlapped multicomponent signals from time frequency rate distribution	7
Video quality enhancement using recursive deep residual learning network	7
Statistical estimation of the structural similarity index for image quality assessment	7
Representing Camera Response Function by a Single Latent Variable and Fully Connected Neural Network	7
MCA-Deeplabv3+: a cupping spot image segmentation network based on improved Deeplabv3+	7
GCAM: Gaussian and causal-attention model of food fine-grained recognition	7
CMIT-Net: a cross-modal information transfer network for multi-modal brain tumor segmentation	7
Speech-based emotion recognition using a hybrid RNN-CNN network	7
Improving outdoor plane estimation without manual supervision	7
Using OMP and SD algorithms together in mm-Wave mMIMO channel estimation	7
Sonar image denoising and segmentation techniques based on neutrosophic set	7
Meta-learning with normalized projection loss reweighting for webly supervised fine-grained recognition	7
Detecting audio copy-move forgery with an artificial neural network	7
Speech enhancement using deep complex convolutional neural network (DCCNN) model	7
Research on the algorithm of detecting insulators in high-voltage transmission lines using UAV images	7
Unveiling limitations of 3D object reconstruction models through a novel benchmark	7
A fast selective encryption scheme for H.264/AVC video with syntax-preserving and zero bit rate expansion	7
Enhancing image security through a fusion of chaotic map and multi-level scrambling techniques	7
Iterative adaptive directional time–frequency distribution for both mono-sensor and multi-sensor recordings	7
Asynchronous track-to-track association algorithm based on reference topology feature	7
Non-contact blood pressure detection based on weighted ensemble learning model	7
Adaptive weighted median filtering for time-varying graph signals	7
3D multi-scale vision transformer for lung nodule detection in chest CT images	7