Signal Image and Video Processing

Article	Citations
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	163
Utilization of photoacoustic spectral analysis for immune cell size characterization	91
Hard-sample guided cluster refinement for unsupervised person re-identification	79
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	69
DOA estimation with extended cantor array for unknown source number	67
Multicluster-Guided contrastive learning of volatile features for unsupervised person re-identification	62
Human motion recognition based on discrete cosine transform and error correction	61
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	53
Tonal distribution and glare assessment in cinematographic film scanners	53
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	51
AutoDS: a de-stationary transformer method for lithium-ion battery remaining useful life prediction	50
Fast algorithm for Post-VVC intra prediction module based on statistical analysis	49
Detection of Moiré pattern in high-resolution images	48
A lightweight model for autonomous vehicle to detect front vehicles in traffic flow	48
Constrained maximum correntropy criterion based sparse algorithm for sparse channel estimation against noisy input	48
Curve generation method of deep parallel spatiotemporal fusion network	46
Buffer ladder feature fusion architecture for semantic segmentation improvement	46
Automatic facial expression localization and recognition across a large range of emotions	45
Predicting the adhesion parameters between steel fibers and concrete using neural networks	45
Retinex based Dual-End Specialized Diffusion Model for Low-Light Image Enhancement	44
Metaheuristically optimized deep soft-voting ensemble for explainable and resource-aware signal processing in wireless sensor network intrusion detection	44
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	44
Efficient image super-resolution with semantic guidance and denoising modules	40
Automated language detection system using Raussendorf lattice pattern features with EEG signals	39
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	39

Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	38
Occlusive and multi-scale clothing detection algorithm based on improved YOLOv8	37
Video super-resolution for real-time rendering: decoupled G-buffer guidance with attention-enhanced modulation	35
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	34
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	34
A deep learning based framework for face de-morphing to strengthen security and improve accuracy in facial recognition systems	33
Robust distributed adaptation under arctangent and maximum correntropy criterion	33
WTSNet: An accurate stereo matching network based on wavelet transform and superpixel segmentation	32
Structural drivers of economic resilience under China’s green and digital transition	32
An improved deep learning method for flying object detection and recognition	31
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	31
Visual perception enhancement fall detection algorithm based on vision transformer	31
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	31
Multi-scale feedback residual network for image super-resolution	30
Enhancing VQA with Emphasis-Based Soft Attention	30
FOUCNet: a network focusing on unconventional crack detection	30
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	30
CNN and transformer feature adaptive fusion for image segmentation with imbalanced weight information	30
HIDENet: An HVI-based illumination and detail enhancement network for low-light images	29
Safety helmet detection method based on semantic guidance and feature selection fusion	29
An acoustic feedback canceler based on probe noise and informative data for hearing aids	29
A fine-tuned multimodal large model for power defect image-text question-answering	28
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	28
Partial convolution residual network for lightweight image super-resolution	28
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	28
RELACT: instance segmentation method for remote sensing small object based on phase enhancement and optimized sorting	27
An improved method for designing general fractional-delay IIR digital filters	27
YOLOv11-LC: accurate detection of benign and malignant endometrial lesions using LCA-enhanced YOLOv11 with CMA-C3k2	27
Ensemble Self-Learning for Pseudo-Labeling	26
Multi-scale partial convolution residual distillation network for efficient image super-resolution	26
A novel channel selection approach for human neonate’s pain EEG data analysis	26
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	26
ARCAF-YOLO: event-based multimodal algorithm for small object detection in aerial images	25
Improved YOLOv11s based on multi-scale pooling fusion for UAV imagery object detection	25
Research on image steganography based on a conditional invertible neural network	25
An artificial intelligence and sensitivity analysis-based strategy for forecasting marginal price of electricity	25
Age-invariant face recognition using graph-based facial biomarkers	25
CLIP-guided black-box domain adaptation of image classification	25
Detecting audio forgery using deep learning techniques with attention mechanisms on ResNet++	24
DBF-YOLO: a fall detection algorithm for complex scenes	24
Phase unwrapping via hierarchical and balanced residue partitioning	24
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	24
Transformer fusion and histogram layer multispectral pedestrian detection network	24
An automatic garbage detection using optimized YOLO model	24
Moving object detection method with motion regions tracking in background subtraction	24
DarkActionNet: An efficient neural network for low-light animal behavior recognition	24
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	24
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	24
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	23
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	23

Detection of coating defects in high gas turbine blades by image processing	23
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	23
YOLO-E: a lightweight object detection algorithm for military targets	23
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	22
Mel spectrogram-based audio forgery detection using CNN	22
Joint deep learning and atmospheric light scattering for fast image dehazing	22
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	22
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	22
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	21
Detecting deepfake videos: an enhanced hybrid deep learning model	21
Event-token sequence modeling for two-base-station acoustic indoor localization using residual TDoA and relative-speed cues	21
RT-DEKT: real-time object detector with KAN-Transformer	21
High-Fidelity Object Detection and 6D Pose Estimation for Vision-Guided 6-DoF Grasping of Chemical Vials	21
DS-WaveGNN: a Dual-path wavelet graph neural network for fundus image classification	21
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	21
RMAU-NET: A Residual-Multihead-Attention U-Net Architecture for Landslide Segmentation and Detection from Remote Sensing Images	21
A prompt-robust vision-language detector for accurate UAV inventory inspection in power-material warehouses	21
Three-polar parameterization-based ICP algorithm for 3D face registration and recognition	20
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	20
A crack detection network with multi-channel attention and enhanced information interaction	20
A hierarchical and data-efficient network based on patch-based representation	20
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	20
Temporal-spatial interactive shift module for videos anomaly detection	20
LS-RANSAC: find spatial structures directly from the image	20
SCE-BiLSTM: a hybrid deep learning model for regional forest biomass estimation with spatial-channel attention and extreme learning	19
Local many-to-many matching via ROI feature decomposition for multi-object tracking	19
navTD3: An End-to-End Learning Approach for Indoor Navigation	19
Faster Multi-parameter Thumbnail Preserving Scheme Based on Random Wandering and DHKE for Cloud Environments	19
Deep feature based correlation filter for single object tracking in satellite videos	19
HGANet-23: a novel architecture for human gait analysis based on deep neural network and improved satin bowerbird optimization	19
Find the stem along grape: a grape and stem segmentation method based on region images	19
The effect of wavelet transform on the classification performance of different deep learning architectures	19
A novel ZT DFT-s optical OFDM waveform design for visible light communications	19
Feature Space-Based Anti-Noise Compressed Sensing Image Reconstruction Network	19
Iterative spectral correlation based multispectral image demosaicking	18
Gogglesdet: goggles detection with clustering transformer and a new dataset	18
An open MRI dataset for cervical cancer with tumor segmentation using nnU-net	18
Cluster-based beamforming for enhanced array processing	18
An efficient representative coefficient total variation method for moving object detection in noisy videos	18
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	18
Cut-in maneuver detection with self-supervised contrastive video representation learning	18
Optimal buffer subset selection in extended SAR scene simulator	18
A Deformable Lightweight Asymmetric Decoupled Head based Object Detector for Autonomous Driving	18
Detection and recognition of digital instrument in substation using improved YOLO-v3	18
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	18
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	17
Frequency-spatial feature integration with boundary-aware learning for image tampering detection	17
PPD-YOLO: A lightweight model for small target detection in extreme light and dense scenes for UAVs	17
Aedes aegypti mosquito egg-counting using adaptive thresholding and thinning	17
Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	17
Multi-user watermarking based on paralleled invertible neural networks	17
Rare sound event detection using superlets and a convolutional TDPANet	17
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	17
Fusing infrared images for parallax-tolerant image stitching: the ISA-FIR algorithm and a novel robot-captured dataset	17
AMtrack: Anti-occlusion multi-object tracking algorithm	17
Attention-based color consistency underwater image enhancement network	17
HNAF: Hard Negative Sample Mining and Adaptive Fusion for Multi-modal Recommendation	17
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	16
Global and local AU-assisted graph convolutional network for micro-expression recognition	16
A deep image prior-based three-stage denoising method using generative and fusion strategies	16
Satellite cloud removal in meteorology: an efficient generative adversarial network based approach	16
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	16
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	16
Semi-automatic framework for layout annotation of arabic document images	16
PAMF-DETR: A multi-scale-aware transformer for small object detection in UAV imagery	16
A generative–discriminative deep learning framework for multi-class gait analysis in neurodegenerative disorders	16
Speed-FairMOT: multi-class multi-object tracking for real-time manipulation	16
A deinterleaving approach of pulse signals in distributed system	16
Image change combined with CNN power subway vent valve state monitoring	16
MIHP3D: Multi-level interaction and hierarchical perception for 3D object detection	16
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	16
DAFS-Net: Lightweight medical image segmentation via fusing spatial and frequency domains	15
EM-BMGAN: Exponential informativeness-based bidirectional memory GAN model for multivariate time series anomaly detection	15
STGT: Spatio-temporal graph transformer for robust deepfake detection using dynamic facial features	15
Bff: Bi-stream feature fusion for object detection in hazy environment	15
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	15
C4D-YOLOv8: improved YOLOv8 for object detection on drone-captured images	15
ABCP-YOLO11: an attention-enhanced framework for intelligent fracture detection	15
Multiscale feature hierarchical convolution attention network for microlens recognition	15
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	15

Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	15
A deep residual learning–enhanced APOP framework for reversible data hiding	15
Sparse signal recovery for a new hybrid greedy algorithm based mutual coherence	15
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	15
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	15
Scenario-aware unsupervised classroom video segmentation via multimodal feature fusion	14
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	14
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	14
Age-related macular degeneration region segmentation for fundus images	14
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	14
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	14
MAD: A Multiscale and Patch-Based Zero-Shot Framework for Industrial Anomaly Detection	14
High-quality spatial reconstruction and orthoimage generation using efficient 2D Gaussian splatting	14
Edge-deployable residual-domain AE-CFAR for robust multi-target detection in automotive frequency-modulated continuous-wave (FMCW) radar	14
Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	14
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	14
Gait transformation network for gait de-identification with pose preservation	14
A hybrid fault diagnosis method for rolling bearings combining GAF and dual-channel CNN	13
A lightweight transformer-enhanced YOLOv8 framework for robust underwater object detection and classification	13
EGNet: enhanced gradient network for image deblurring	13
Entropy-regularized joint CTC–attention learning for low-resource continuous sign language recognition	13
HACSPT: a hybrid adaptive contrastive self-paced transformer for video anomaly detection	13
An ensemble KANs method with XAI for mitosis segmentation in histopathological images	13
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	13
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	13
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	13
A lightweight fatigue driving detection method based on facial features	13
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	13
Advancing healthcare with LDCT image denoising through self-regularization and UDA	13
Coupling shearlet coefficients and spatial information from a single image to construct a tensor for sparse-view tomography reconstruction	13
DualStream-TGCN: A Parallel Transformer-GCN Framework for Pedestrian Trajectory Prediction in Dynamic Environments	13
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	13
ADAFuse:Adaptive Feature Decomposition Network with Cross-Modal Fusion for Infrared and Visible Image Fusion	13
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	13
Gunet: a novel and efficient low-illumination palmprint image enhancement method	13
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	13
Deep multi-scale network for single image dehazing with self-guided maps	13
Ship target detection via cross-scale weighted bidirectional learning and deconvolution pyramid	13
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	13
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	13
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	12
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	12
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	12
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	12
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	12
A wearable sensor-based dynamic gesture recognition model via broad attention learning	12
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	12
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	12
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	12
Research on Laser Point Cloud 3D Object Detection Based on Deep Learning	12
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	12
Optimized deep networks for road extraction using satellite images	12
Image shadow removal algorithm guided by progressive attention mechanism	12
Attention interaction and recalibration network for lightweight image super-resolution	12
Recovering a clean background: a new progressive multi-scale CNN for image denoising	12
Research on the application of public art design based on digital technology in urban landscape construction	12
Unsupervised deep learning of bright-field images for apoptotic cell classification	12
3D Reconstruction of deformable linear objects based on cylindrical fitting	12
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	12
Improving MRI reconstruction with graph search matching pursuit	12
TriA-TransUNet: Triple attention-driven with morphological adaptation network for pancreas segmentation in CT images	12
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	12
Research on perceptual methods of external damage hazards for transmission corridors	12
YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection	12
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	12
Dual-statistic white balance guided 3DLUT for image enhancement	12
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	12
Semi-blind image deblurring based on framelet prior	12
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	12
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	12
Hessian-based weighted guided image filtering	12
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	12
Evaluation of the importance of metadata in skin lesion classification	12
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	12
CMFNet: Cross-attention multi-scale fusion network for cross-modal crowd counting	12
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	12
Subject-aware image outpainting	12
A hybrid autoencoder and index modulation framework for OTFS modulation	12
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	11
Dual-layer secure block mapping: a hybrid approach to image tamper detection and high-fidelity recovery	11
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	11
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	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
Infrared weak texture image enhancement using guided filtering and multi strategy layered fusion	11
EEG-based stress detection using a hybrid CNN-transformer with multi-domain feature fusion	11
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	11
Cross-architecture evaluation for multi-class driver state recognition: unveiling the performance gap between hybrid transformers and gnns	11
EV2M-YOLOv8: enhancing AI computer vision with EfficientNetV2 and multi-head self-attention for low-complexity agricultural crop, chilli maturity detection	11
Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion	11
AFGM-SORT: Adaptive feature fusion and global matching for robust multi-object tracking	11
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	11
Mocomer-v1: attention-guided contrastive pretraining for robust handwritten mathematical expression recognition	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