Signal Image and Video Processing

Article	Citations
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	109
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	94
Utilization of photoacoustic spectral analysis for immune cell size characterization	77
A crack detection network with multi-channel attention and enhanced information interaction	66
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	65
Phase unwrapping via hierarchical and balanced residue partitioning	56
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	55
Transformer fusion and histogram layer multispectral pedestrian detection network	55
Hard-sample guided cluster refinement for unsupervised person re-identification	52
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	51
AutoDS: a de-stationary transformer method for lithium-ion battery remaining useful life prediction	45
Fast algorithm for Post-VVC intra prediction module based on statistical analysis	45
A deep learning based framework for face de-morphing to strengthen security and improve accuracy in facial recognition systems	45
Enhancing VQA with Emphasis-Based Soft Attention	45
Image denoising via neighborhood-based multidimensional Gaussian process regression	44
A lightweight model for autonomous vehicle to detect front vehicles in traffic flow	40
Constrained maximum correntropy criterion based sparse algorithm for sparse channel estimation against noisy input	40
Occlusive and multi-scale clothing detection algorithm based on improved YOLOv8	39
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	38
Detection of Moiré pattern in high-resolution images	38
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	38
Curve generation method of deep parallel spatiotemporal fusion network	36
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	36
DarkActionNet: An efficient neural network for low-light animal behavior recognition	36
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	36

DXYW: a depth-guided multi-channel edge detection model	36
Detecting audio forgery using deep learning techniques with attention mechanisms on ResNet++	36
Multicluster-Guided contrastive learning of volatile features for unsupervised person re-identification	35
Robust distributed adaptation under arctangent and maximum correntropy criterion	35
DOA estimation with extended cantor array for unknown source number	35
Joint deep learning and atmospheric light scattering for fast image dehazing	35
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	32
Tonal distribution and glare assessment in cinematographic film scanners	30
Human motion recognition based on discrete cosine transform and error correction	30
Ensemble Self-Learning for Pseudo-Labeling	30
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	29
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	28
An improved deep learning method for flying object detection and recognition	28
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	28
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	28
Detection of coating defects in high gas turbine blades by image processing	27
An end-to-end single image dehazing network based on U-net	27
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	27
Research on image steganography based on a conditional invertible neural network	27
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	26
Retinex based Dual-End Specialized Diffusion Model for Low-Light Image Enhancement	26
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	26
An improved method for designing general fractional-delay IIR digital filters	26
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	26
RT-DEKT: real-time object detector with KAN-Transformer	26
Detecting deepfake videos: an enhanced hybrid deep learning model	26
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	26
An acoustic feedback canceler based on probe noise and informative data for hearing aids	25
Safety helmet detection method based on semantic guidance and feature selection fusion	25
A novel channel selection approach for human neonate’s pain EEG data analysis	25
Predicting the adhesion parameters between steel fibers and concrete using neural networks	24
An automatic garbage detection using optimized YOLO model	24
Buffer ladder feature fusion architecture for semantic segmentation improvement	24
A fine-tuned multimodal large model for power defect image-text question-answering	23
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	23
Automatic facial expression localization and recognition across a large range of emotions	23
Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	22
Metaheuristically optimized deep soft-voting ensemble for explainable and resource-aware signal processing in wireless sensor network intrusion detection	22
Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	22
CLIP-guided black-box domain adaptation of image classification	22
DBF-YOLO: a fall detection algorithm for complex scenes	22
Visual perception enhancement fall detection algorithm based on vision transformer	22
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	22
Automated language detection system using Raussendorf lattice pattern features with EEG signals	21
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	21
RELACT: instance segmentation method for remote sensing small object based on phase enhancement and optimized sorting	21
Efficient image super-resolution with semantic guidance and denoising modules	21
High-Fidelity Object Detection and 6D Pose Estimation for Vision-Guided 6-DoF Grasping of Chemical Vials	21
Partial convolution residual network for lightweight image super-resolution	20
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	20

Moving object detection method with motion regions tracking in background subtraction	20
RMAU-NET: A Residual-Multihead-Attention U-Net Architecture for Landslide Segmentation and Detection from Remote Sensing Images	20
Multi-scale feedback residual network for image super-resolution	20
Mel spectrogram-based audio forgery detection using CNN	19
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	19
Temporal-spatial interactive shift module for videos anomaly detection	19
YOLO-E: a lightweight object detection algorithm for military targets	19
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	19
A deep image prior-based three-stage denoising method using generative and fusion strategies	19
LS-RANSAC: find spatial structures directly from the image	19
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	19
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	19
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	19
Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	18
PVC-STIM: Perceptual video coding based on spatio-temporal influence map	18
Attention-based color consistency underwater image enhancement network	18
Satellite cloud removal in meteorology: an efficient generative adversarial network based approach	18
Speed-FairMOT: multi-class multi-object tracking for real-time manipulation	18
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	18
Cut-in maneuver detection with self-supervised contrastive video representation learning	18
Local many-to-many matching via ROI feature decomposition for multi-object tracking	18
Rare sound event detection using superlets and a convolutional TDPANet	18
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	18
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	18
Classroom face detection algorithm based on improved MTCNN	18
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	18
Faster Multi-parameter Thumbnail Preserving Scheme Based on Random Wandering and DHKE for Cloud Environments	18
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	18
A hierarchical and data-efficient network based on patch-based representation	18
Three-polar parameterization-based ICP algorithm for 3D face registration and recognition	18
Iterative spectral correlation based multispectral image demosaicking	18
Bff: Bi-stream feature fusion for object detection in hazy environment	18
ADAFuse:Adaptive Feature Decomposition Network with Cross-Modal Fusion for Infrared and Visible Image Fusion	17
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	17
navTD3: An End-to-End Learning Approach for Indoor Navigation	17
The effect of wavelet transform on the classification performance of different deep learning architectures	17
A novel ZT DFT-s optical OFDM waveform design for visible light communications	17
Image change combined with CNN power subway vent valve state monitoring	17
An efficient representative coefficient total variation method for moving object detection in noisy videos	17
Feature Space-Based Anti-Noise Compressed Sensing Image Reconstruction Network	17
Find the stem along grape: a grape and stem segmentation method based on region images	17
High-resolution time-frequency representation with generative adversarial networks	17
Optimal buffer subset selection in extended SAR scene simulator	17
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	16
LDCT image quality improvement algorithm based on optimal wavelet basis and MCA	16
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation	16
C4D-YOLOv8: improved YOLOv8 for object detection on drone-captured images	16
HRANet: histogram-residual-attention network used to measure neatness of toy placement	16
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	16
Cluster-based beamforming for enhanced array processing	16
Global and local AU-assisted graph convolutional network for micro-expression recognition	16
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	16
Gogglesdet: goggles detection with clustering transformer and a new dataset	16
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	15
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	15
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	15
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	15
Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	15
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	15
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	15
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	15
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	15
Multi-user watermarking based on paralleled invertible neural networks	14
SCE-BiLSTM: a hybrid deep learning model for regional forest biomass estimation with spatial-channel attention and extreme learning	14
Deep feature based correlation filter for single object tracking in satellite videos	14
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	14
An open MRI dataset for cervical cancer with tumor segmentation using nnU-net	14
Frequency-spatial feature integration with boundary-aware learning for image tampering detection	14
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	14
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	14
Gunet: a novel and efficient low-illumination palmprint image enhancement method	14
A Deformable Lightweight Asymmetric Decoupled Head based Object Detector for Autonomous Driving	14
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	14
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	14
AMtrack: Anti-occlusion multi-object tracking algorithm	14
Gait transformation network for gait de-identification with pose preservation	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
Detection and recognition of digital instrument in substation using improved YOLO-v3	14
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	14

Visual audio and textual triplet fusion network for multi-modal sentiment analysis	13
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	13
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	13
A lightweight fatigue driving detection method based on facial features	13
Ship target detection via cross-scale weighted bidirectional learning and deconvolution pyramid	13
Dual-statistic white balance guided 3DLUT for image enhancement	13
EGNet: enhanced gradient network for image deblurring	13
PPD-YOLO: A lightweight model for small target detection in extreme light and dense scenes for UAVs	13
A deinterleaving approach of pulse signals in distributed system	13
A Modified High-Order Neural Network with Smoothing L1 Regularization and Momentum Terms	13
Effective adversarial transfer learning for underwater image enhancement with hybrid losses	13
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	13
Underdetermined mixing matrix estimation based on time-frequency single source points detection and eigenvalue decomposition	13
An ensemble KANs method with XAI for mitosis segmentation in histopathological images	13
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	13
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	13
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	13
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	13
Improving MRI reconstruction with graph search matching pursuit	13
An adaptive feature extraction method for classification of Covid-19 X-ray images	13
Modified convolutional architecture based anomaly detection for video surveillance with mask R-CNN segmentation model for object detection	13
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	12
A wearable sensor-based dynamic gesture recognition model via broad attention learning	12
Attention interaction and recalibration network for lightweight image super-resolution	12
Nova: A Novel Optimizer Integrating Nesterov Momentum, AMSGrad, and Decoupled Weight Decay for Deep Learning	12
DualStream-TGCN: A Parallel Transformer-GCN Framework for Pedestrian Trajectory Prediction in Dynamic Environments	12
Optimized deep networks for road extraction using satellite images	12
Application of ANN for prediction of settlement of ring foundation	12
Recovering a clean background: a new progressive multi-scale CNN for image denoising	12
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	12
Research on perceptual methods of external damage hazards for transmission corridors	12
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	12
Coupling shearlet coefficients and spatial information from a single image to construct a tensor for sparse-view tomography reconstruction	12
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	12
Semi-blind image deblurring based on framelet prior	12
VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network	12
Evaluation of the importance of metadata in skin lesion classification	12
High-accuracy face recognition with the MRYOLO-SCO algorithm: combining residual networks and YOLOv2 for improved precision	12
EfficientMask-Net for face authentication in the era of COVID-19 pandemic	12
YOLO-ESIDE: fire hydrant detection under fire environment	12
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	12
Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions	12
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	12
Deep multi-scale network for single image dehazing with self-guided maps	12
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	12
Subject-aware image outpainting	12
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	12
Multi-classification of colorectal polyps with fused residual attention	12
Research on the application of public art design based on digital technology in urban landscape construction	11
CMFNet: Cross-attention multi-scale fusion network for cross-modal crowd counting	11
Advancing healthcare with LDCT image denoising through self-regularization and UDA	11
Deep active contours using locally controlled distance vector flow	11
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	11
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	11
TriA-TransUNet: Triple attention-driven with morphological adaptation network for pancreas segmentation in CT images	11
Graph convolution detection method of transmission line fitting based on orientation reasoning	11
3D Reconstruction of deformable linear objects based on cylindrical fitting	11
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	11
Research on Laser Point Cloud 3D Object Detection Based on Deep Learning	11
SD-YOLO: A lightweight and high-performance deep model for small and dense object detection	11
YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection	11
Unsupervised deep learning of bright-field images for apoptotic cell classification	11
Continuous sign language recognition enhanced by dynamic attention and maximum backtracking probability decoding	11
FG-YOLO: an improved YOLOv8 algorithm for real-time fire and smoke detection	10
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	10
Image shadow removal algorithm guided by progressive attention mechanism	10
EV2M-YOLOv8: enhancing AI computer vision with EfficientNetV2 and multi-head self-attention for low-complexity agricultural crop, chilli maturity detection	10
Optimal harvesting and sensing duration using wind energy	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
HACSPT: a hybrid adaptive contrastive self-paced transformer for video anomaly detection	10
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	10
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	10
A hybrid autoencoder and index modulation framework for OTFS modulation	10
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	10
Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion	10
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	10
Human action recognition using ST-GCNs for blind accessible theatre performances	10
Enhancing image security through a fusion of chaotic map and multi-level scrambling techniques	10
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	10
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	10
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	10
MSAA-Net: a multi-scale attention-aware U-Net is used to segment the liver	10
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	10
FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection	10
DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction	10
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	10
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	10
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	10
Application of parameters adaptive maximum second-order cyclostationary blind deconvolution in fault identification of rolling bearings	10
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	10
Classification of Wavy Flow Sub-Regimes Using Supervised Logistic Regression Models	10
COVID-19 detection on chest radiographs using feature fusion based deep learning	10
N-Net: an UNet architecture with dual encoder for medical image segmentation	10
Accumulated bispectral image-based respiratory sound signal classification using deep learning	10
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	10