Signal Image and Video Processing

Article	Citations
PHQPL: producing high quality pseudo labels for unsupervised person Re-IDentification	148
A crack detection network with multi-channel attention and enhanced information interaction	78
Utilization of photoacoustic spectral analysis for immune cell size characterization	78
Transformer fusion and histogram layer multispectral pedestrian detection network	66
Hard-sample guided cluster refinement for unsupervised person re-identification	63
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	60
DXYW: a depth-guided multi-channel edge detection model	57
Detecting audio forgery using deep learning techniques with attention mechanisms on ResNet++	51
DOA estimation with extended cantor array for unknown source number	50
DarkActionNet: An efficient neural network for low-light animal behavior recognition	50
Multicluster-Guided contrastive learning of volatile features for unsupervised person re-identification	49
Joint deep learning and atmospheric light scattering for fast image dehazing	46
Human motion recognition based on discrete cosine transform and error correction	45
Tonal distribution and glare assessment in cinematographic film scanners	44
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	43
Ensemble Self-Learning for Pseudo-Labeling	43
AutoDS: a de-stationary transformer method for lithium-ion battery remaining useful life prediction	42
TSAFM-Net: template-based spatial deformation perception alignment and feature vector matching network for PCB component detection	42
Fast algorithm for Post-VVC intra prediction module based on statistical analysis	41
Image denoising via neighborhood-based multidimensional Gaussian process regression	41
A lightweight model for autonomous vehicle to detect front vehicles in traffic flow	39
Constrained maximum correntropy criterion based sparse algorithm for sparse channel estimation against noisy input	39
Detection of Moiré pattern in high-resolution images	38
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	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	35
Detection of coating defects in high gas turbine blades by image processing	34
Buffer ladder feature fusion architecture for semantic segmentation improvement	32
Retinex based Dual-End Specialized Diffusion Model for Low-Light Image Enhancement	31
Automatic facial expression localization and recognition across a large range of emotions	31
Mask inpainting-based data generation architecture for surface defect images with complex backgrounds	31
Predicting the adhesion parameters between steel fibers and concrete using neural networks	31
Metaheuristically optimized deep soft-voting ensemble for explainable and resource-aware signal processing in wireless sensor network intrusion detection	31
An improved method for designing general fractional-delay IIR digital filters	30
YOLO-E: a lightweight object detection algorithm for military targets	30
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	30
CLIP-guided black-box domain adaptation of image classification	30
Efficient image super-resolution with semantic guidance and denoising modules	29
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	29
RELACT: instance segmentation method for remote sensing small object based on phase enhancement and optimized sorting	29
AFLaneNet: an attention-fused instance segmentation network for real-time lane detection	28
Parametric quaternion Wigner–Ville distribution: definition, uncertainty principles, and application	28
DBF-YOLO: a fall detection algorithm for complex scenes	28
Automated language detection system using Raussendorf lattice pattern features with EEG signals	28
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	28
LS-RANSAC: find spatial structures directly from the image	28
Illumination-guided semi-supervised network for low-light image enhancement jointly with denoising	27
Occlusive and multi-scale clothing detection algorithm based on improved YOLOv8	27
High-Fidelity Object Detection and 6D Pose Estimation for Vision-Guided 6-DoF Grasping of Chemical Vials	27
Relationship between the heart rate variability and the heart rate errors estimated via the photoplethysmograms	26
YOLOv11-LC: accurate detection of benign and malignant endometrial lesions using LCA-enhanced YOLOv11 with CMA-C3k2	26
Video super-resolution for real-time rendering: decoupled G-buffer guidance with attention-enhanced modulation	26
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	25
Structural drivers of economic resilience under China’s green and digital transition	24
Robust distributed adaptation under arctangent and maximum correntropy criterion	24
A deep learning based framework for face de-morphing to strengthen security and improve accuracy in facial recognition systems	24
WTSNet: An accurate stereo matching network based on wavelet transform and superpixel segmentation	24
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	24
MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification	23
HAF-YOLO: an efficient network for the detection of safety equipment for working at heights	23
Research on image steganography based on a conditional invertible neural network	23
Phase unwrapping via hierarchical and balanced residue partitioning	23
An automatic garbage detection using optimized YOLO model	23
An acoustic feedback canceler based on probe noise and informative data for hearing aids	23
RMAU-NET: A Residual-Multihead-Attention U-Net Architecture for Landslide Segmentation and Detection from Remote Sensing Images	23
Moving object detection method with motion regions tracking in background subtraction	23
HIDENet: An HVI-based illumination and detail enhancement network for low-light images	23
Safety helmet detection method based on semantic guidance and feature selection fusion	23
Partial convolution residual network for lightweight image super-resolution	22
Detecting deepfake videos: an enhanced hybrid deep learning model	22
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	22
Mel spectrogram-based audio forgery detection using CNN	22
A fine-tuned multimodal large model for power defect image-text question-answering	22
Automatic modulation recognition of radar signals based on histogram of oriented gradient via improved principal component analysis	22
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	22

Multi-scale feedback residual network for image super-resolution	21
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	21
A novel channel selection approach for human neonate’s pain EEG data analysis	21
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	21
CNN and transformer feature adaptive fusion for image segmentation with imbalanced weight information	21
Enhancing VQA with Emphasis-Based Soft Attention	21
A fault identification method for cutting head of the roadheader based on parameter optimization VMD and RCMFDE	21
HD-YOLO: real-time detection of benign and malignant endometrial lesions using YOLO11	21
FOUCNet: a network focusing on unconventional crack detection	21
Visual perception enhancement fall detection algorithm based on vision transformer	20
Three-dimensional motion vector translation for geometric partitioning mode in panoramic video coding using H.266/VVC	20
RT-DEKT: real-time object detector with KAN-Transformer	20
ARCAF-YOLO: event-based multimodal algorithm for small object detection in aerial images	20
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	20
An improved deep learning method for flying object detection and recognition	20
A nonbinary LDPC-coded four-dimensional rotated QAM constellation scheme in Rayleigh fading channel	20
A hierarchical and data-efficient network based on patch-based representation	19
Three-polar parameterization-based ICP algorithm for 3D face registration and recognition	19
Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions	19
Multi-residual unit fusion and Wasserstein distance-based deep transfer learning for mill load recognition	19
Satellite cloud removal in meteorology: an efficient generative adversarial network based approach	19
Faster Multi-parameter Thumbnail Preserving Scheme Based on Random Wandering and DHKE for Cloud Environments	19
Temporal-spatial interactive shift module for videos anomaly detection	19
Rare sound event detection using superlets and a convolutional TDPANet	19
Local many-to-many matching via ROI feature decomposition for multi-object tracking	19
Research on cuttings image segmentation method based on improved MultiRes-Unet++  with attention mechanism	18
Deep feature based correlation filter for single object tracking in satellite videos	18
Infrared and visible image fusion network based on low-light image enhancement and attention mechanism	18
The effect of wavelet transform on the classification performance of different deep learning architectures	18
EFE-UNet: efficient detection of tunnel cracks under seam linear interference and multiscale crack differences	18
Bff: Bi-stream feature fusion for object detection in hazy environment	18
SCE-BiLSTM: a hybrid deep learning model for regional forest biomass estimation with spatial-channel attention and extreme learning	18
Multi-class differentiation feature representation guided joint dictionary learning for facial expression recognition	18
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	18
A novel ZT DFT-s optical OFDM waveform design for visible light communications	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
DAFS-Net: Lightweight medical image segmentation via fusing spatial and frequency domains	17
An efficient representative coefficient total variation method for moving object detection in noisy videos	17
Find the stem along grape: a grape and stem segmentation method based on region images	17
ADAFuse:Adaptive Feature Decomposition Network with Cross-Modal Fusion for Infrared and Visible Image Fusion	17
Optimal buffer subset selection in extended SAR scene simulator	17
YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation	17
High-resolution time-frequency representation with generative adversarial networks	17
Feature Space-Based Anti-Noise Compressed Sensing Image Reconstruction Network	17
Iterative spectral correlation based multispectral image demosaicking	17
C4D-YOLOv8: improved YOLOv8 for object detection on drone-captured images	17
Investigating the impact of novel XRayGAN in feature extraction for thoracic disease detection in chest radiographs: lung cancer	16
Gogglesdet: goggles detection with clustering transformer and a new dataset	16
Detection and recognition of digital instrument in substation using improved YOLO-v3	16
Image change combined with CNN power subway vent valve state monitoring	16
Cluster-based beamforming for enhanced array processing	16
Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification	16
A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture	16
A Deformable Lightweight Asymmetric Decoupled Head based Object Detector for Autonomous Driving	16
ECG compression based on empirical mode decomposition and tunable-Q wavelet transform with validation using heartbeat classification	16
An open MRI dataset for cervical cancer with tumor segmentation using nnU-net	16
Frequency-spatial feature integration with boundary-aware learning for image tampering detection	15
Feature selection algorithm assisted residual channel attention spatio-temporal auto encoder for video anomaly detection	15
AMtrack: Anti-occlusion multi-object tracking algorithm	15
A deinterleaving approach of pulse signals in distributed system	15
Semi-automatic framework for layout annotation of arabic document images	15
Speed-FairMOT: multi-class multi-object tracking for real-time manipulation	15
A deep image prior-based three-stage denoising method using generative and fusion strategies	15
Triple-order statistics-based CFAR detection for heterogeneous Pareto type I background	15
Multi-target detection method for driving area of mine driverless rail locomotives based on lightweight network	15
Cut-in maneuver detection with self-supervised contrastive video representation learning	15
Global and local AU-assisted graph convolutional network for micro-expression recognition	15
Innovative deep learning solutions for Turkish butterfly species identification: a VGGNet enhancement study	15
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification	15
A novel block substitution technique for image/text encryption using memory loss models and fuzzy mutation	15
Gunet: a novel and efficient low-illumination palmprint image enhancement method	15
Gait transformation network for gait de-identification with pose preservation	15
PPD-YOLO: A lightweight model for small target detection in extreme light and dense scenes for UAVs	15
Diat-separable-cnn-eca-harnet: a lightweight and explainable model for efficient human activity recognition	15
HNAF: Hard Negative Sample Mining and Adaptive Fusion for Multi-modal Recommendation	15
Spatiotemporal consistency enhancement self-supervised representation learning for action recognition	14
An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm	14
ATW-YOLO: reconstructing the downsampling process and attention mechanism of yolo network for rail foreign body detection	14
STGT: Spatio-temporal graph transformer for robust deepfake detection using dynamic facial features	14

Lgma-net: liver and tumor segmentation methods based on local–global feature mergence and attention mechanisms	14
A new proposed model for image enhancement using the coefficients obtained by a subclass of the Sakaguchi-type function	14
Fusing infrared images for parallax-tolerant image stitching: the ISA-FIR algorithm and a novel robot-captured dataset	14
Aedes aegypti mosquito egg-counting using adaptive thresholding and thinning	14
Robust coverless image steganography based on DenseUNet with multi-scale feature fusion and attention mechanism	14
Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering	14
EBFF-YOLO: enhanced bimodal feature fusion network for UAV image object detection	14
Dual-statistic white balance guided 3DLUT for image enhancement	13
An oracle bone recognition method based on eigenvalue-based preprocessing and deep learning	13
Modified convolutional architecture based anomaly detection for video surveillance with mask R-CNN segmentation model for object detection	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
Deep multi-scale network for single image dehazing with self-guided maps	13
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	13
Visual audio and textual triplet fusion network for multi-modal sentiment analysis	13
Multi-user watermarking based on paralleled invertible neural networks	13
EGNet: enhanced gradient network for image deblurring	13
Coupling shearlet coefficients and spatial information from a single image to construct a tensor for sparse-view tomography reconstruction	13
Nova: A Novel Optimizer Integrating Nesterov Momentum, AMSGrad, and Decoupled Weight Decay for Deep Learning	13
Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising	13
Spatiotemporal heterogeneous information fusion model for loitering anomaly detection	13
Attention-based color consistency underwater image enhancement network	13
An ensemble KANs method with XAI for mitosis segmentation in histopathological images	13
DualStream-TGCN: A Parallel Transformer-GCN Framework for Pedestrian Trajectory Prediction in Dynamic Environments	13
Research on Laser Point Cloud 3D Object Detection Based on Deep Learning	12
Optimized deep networks for road extraction using satellite images	12
Pattern-based feature set for efficient segmentation of color images using modified FCM clustering	12
FGENet: a lightweight facial expression recognition algorithm based on FasterNet	12
Semi-supervised federated learning fault diagnosis method driven by teacher-student model consistency	12
Combinational of surrogate modeling and particle swarm optimization for improving the electromagnetic performances of a frequency selective surface	12
High-accuracy face recognition with the MRYOLO-SCO algorithm: combining residual networks and YOLOv2 for improved precision	12
Highly efficient encoder-decoder network based on multi-scale edge enhancement and dilated convolution for LDCT image denoising	12
CA-CentripetalNet: a novel anchor-free deep learning framework for hardhat wearing detection	12
CMFNet: Cross-attention multi-scale fusion network for cross-modal crowd counting	12
RSC-WSRGAN super-resolution reconstruction based on improved generative adversarial network	12
Semi-blind image deblurring based on framelet prior	12
Research on perceptual methods of external damage hazards for transmission corridors	12
Image shadow removal algorithm guided by progressive attention mechanism	12
HACSPT: a hybrid adaptive contrastive self-paced transformer for video anomaly detection	12
SS-BEV: multi-camera BEV object detection based on multi-scale spatial structure understanding	12
YOLO-ESIDE: fire hydrant detection under fire environment	12
EV2M-YOLOv8: enhancing AI computer vision with EfficientNetV2 and multi-head self-attention for low-complexity agricultural crop, chilli maturity detection	12
Advancing healthcare with LDCT image denoising through self-regularization and UDA	12
Attention interaction and recalibration network for lightweight image super-resolution	12
Subject-aware image outpainting	12
Enhanced reversible data hiding in encrypted images via median preserving pixel value ordering and block-wise difference preservation	12
Human action recognition using ST-GCNs for blind accessible theatre performances	12
A hybrid autoencoder and index modulation framework for OTFS modulation	12
Gaitts: indoor gait recognition with multi-scale temporal-spatial information aggregation	12
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder	12
Multi-subspace self-attention siamese networks for fault diagnosis with limited data	12
Recovering a clean background: a new progressive multi-scale CNN for image denoising	12
Graph convolution detection method of transmission line fitting based on orientation reasoning	12
TriA-TransUNet: Triple attention-driven with morphological adaptation network for pancreas segmentation in CT images	12
Multi-classification of colorectal polyps with fused residual attention	11
YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection	11
Surface defect detection of solar cell based on similarity non-maximum suppression mechanism	11
Unsupervised deep learning of bright-field images for apoptotic cell classification	11
Video anomaly behavior detection method based on attention-enhanced graph convolution and normalizing flows	11
Inverse Radon transform-based reconstruction with an open-sided magnetic particle imaging prototype	11
PEFormer: a pixel-level enhanced CNN-transformer hybrid network for face image super-resolution	11
Application of ANN for prediction of settlement of ring foundation	11
A Modified High-Order Neural Network with Smoothing L1 Regularization and Momentum Terms	11
DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction	11
Optimizing military target recognition in urban battlefields: an intelligent framework based on graph neural networks and YOLO	11
A wearable sensor-based dynamic gesture recognition model via broad attention learning	11
Optimal design of NLMS algorithm with a variable scaler against impulsive interference	11
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection	11
PVA-GCN: point-voxel absorbing graph convolutional network for 3D human pose estimation from monocular video	11
Secrecy rate analysis and power allocation strategies for control jamming-enabled STAR-RIS NOMA wireless network with non ideal hardware	11
Real-time and accurate detection for face and mouth openings in meal-assisting robotics	11
Evaluation of the importance of metadata in skin lesion classification	11
N-Net: an UNet architecture with dual encoder for medical image segmentation	11
CCO-DETR: a lightweight multi-scale object detection model for coal coking operations	11
Continuous sign language recognition enhanced by dynamic attention and maximum backtracking probability decoding	11
FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection	11
Quantum leap in cardiac prognosis: EMIP-cardioPPG’s pioneering approach to early myocardial infarction prediction	11
Weed detection in agricultural fields via automatic graph cut segmentation with Mobile Net classification model	11
WTransU-Net: Wiener deconvolution meets multi-scale transformer-based U-net for image deblurring	11
Hessian-based weighted guided image filtering	11
Cross-architecture evaluation for multi-class driver state recognition: unveiling the performance gap between hybrid transformers and gnns	11
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	11
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	11
Research on the application of public art design based on digital technology in urban landscape construction	11
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning	11
3D Reconstruction of deformable linear objects based on cylindrical fitting	11
Privacy-preserving non-negative matrix factorization for decentralized-data using correlated noise	11
CMIT-Net: a cross-modal information transfer network for multi-modal brain tumor segmentation	10
Frequency-Based Clustering and Intelligent Optimization for Enhanced Wind Power Forecasting	10
Weather-informed lightweight framework for robust smoke video detection using BFBlock-enhanced feature extraction	10
Fast CU partitioning algorithm of VVC based on cascaded LDA	10
Design of routing protocol with the internet of things devices over mobile ad hoc networks	10
MCA-Deeplabv3+: a cupping spot image segmentation network based on improved Deeplabv3+	10
Dual-stream network with complementary fusion and hierarchical attention for image tampering localization	10
RS-UNet: lightweight network with reflection suppression for floating objects segmentation	10