Journal of Electronic Imaging

Article	Citations
Single-image translation based on improved spatial attention and hybrid convolution	49
High-order tensor low-rank approximation with application in color video recovery	43
Object tracking based on Siamese networks and attention mechanism	40
Learned image compression via multiscale prior for machine recognition	28
Long and short spatial-temporal relations model for automatic generation of Labanotation	27
Dynamic PDGAN: discriminator-boosted knowledge distillation for StyleGANs	24
Perceptual face inpainting with multicolumn gated convolutional network	24
(Retracted) Computer-aided three-dimensional animation design and enhancement based on spatial variation and convolution algorithm	23
Mini-transformer with pooling for unsupervised domain adaptation person reidentification	23
Black box phase-based adversarial attacks on image classifiers	21
Off-angle to frontal iris image transformation using Pix2Pix generative adversarial networks	21
Dual-domain deformable feature fusion for multi-modal 3D object detection	20
Offset flow-guide transformer network for semisupervised real-world video denoising	19
Adaptive fuzzy contribution classification	19
SparseIR: improving sparse-view inverse rendering via integrating monocular geometric and material priors	18
Loop closure detection based on feature pyramids and NetVLAD	18
Stereo vision SLAM-based 3D reconstruction on UAV development platforms	18
Enhancement-fusion feature pyramid network for object detection	18
Rethinking feature extraction and aggregation for lightweight single-image super-resolution	17
Real-world image denoising via efficient diffusion model with controllable noise generation	16
Fast single-image denoising through self-observation	16
Lightweight person re-identification method with joint attention and local features	15
Adaptive image stitching algorithm based on optimized seam line	15
Image encryption based on dynamic key and 2D chaos	15
PMSA-YOLO: lightweight vehicle detection with parallel multi-scale aggregation and attention mechanism	14

Effective image forgery detection via high-frequency reconstruction and edge guidance	13
Exposure consistency for lane detection under varied light conditions	13
RMTP-YOLO: an improved dense pedestrian detection algorithm based on YOLOv8	13
LiSeNet: multitask lightweight segmentation network for accurate and complete iris segmentation	13
UKD-Net: efficient image enhancement with knowledge distillation	12
EADG-YOLO: road damage detection by improving of YOLOv8n	12
Pointer meter recognition algorithm based on two-dimensional convolution and calculus accumulation	12
Adversarial capsule autoencoder with style vectors for image generation	12
RAWIPNet: joint optimization of RAW image processing for nighttime semantic segmentation	11
PCFR-Net: parallel cascaded feature reconstruction network with multibranch asymmetric residual attention for hippocampus segmentation	11
Spatial–spectral feature deep extraction based on a multichannel grouping fusion module for multispectral image compression	11
Siamese network based on global and local feature matching for object tracking	11
Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments	11
Super-resolution reconstruction of remote sensing images based on micro-pyramid generative adversarial networks	11
Nighttime pedestrian detection using crossed wavelet fusion networks	10
MATNet: a multimodal attention-based temporal network integrating functional MRI and structural MRI for accurate ADHD classification	10
Joint low-rank dictionary learning for multispectral image spectral super-resolution from training and testing sets	10
ASTSFormer: adaptive sparse token selective transformer with superpixel-guide for low-light image denoising	10
Integrating multi-scale features and transformer for high-resolution remote sensing image semantic segmentation	10
Enhancing compressed sensing recovery with Bayesian and generalized orthogonal matching pursuit: a progressive approach to signal reconstruction	10
(Retracted) Estimation of human age by features of face and eyes based on multilevel feature convolutional neural network	9
Lightweight ship detection method based on Swin-YOLOFormer	9
Attention-guided and resource-saving modules for semantic segmentation	9
Mamba-driven cross-modal state-space fusion: a dynamic framework for robust pedestrian detection	9
Deep degradation-aware up-sampling-based depth video coding	9
Appearance flow based structure prior guided image inpainting	9
Video segmentation of industrial smoke based on dynamic fully convolutional network-Gaussian mixture model and multi-scale fusion attention module	9
Skeleton action recognition based on temporal feature reinforcement of multi-articular point interactions	9
No-reference image quality assessment for dehazed images	8
Pose-guided node and trajectory construction transformer for occluded person re-identification	8
Anomaly behavior detection analysis in video surveillance: a critical review	8
Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural network	8
Generative adversarial networks-based image steganography with multiscale features integration	8
Alternative evaluation of industrial surface defect synthesis data based on analytic hierarchy process	8
Deceptive deraining attack: a restorative adversarial attack by rain removal	8
SRPAR: anchor-free detector with aspect ratio priority for slender objects	8
Polarization spatial and semantic learning lightweight network for underwater salient object detection	8
Multi-task learning architecture for brain tumor detection and segmentation in MRI images	8
Increasing depth, distribution distillation, and model soup: erasing backdoor triggers for deep neural networks	8
ReCC-GAN: scene global illuminant estimation network based on Retinex and generative adversarial network	8
Fuzzy proportional-integral-derivative rate controller for variable bitrate applications of versatile video coding standard	8
Fabric surface defect recognition based on multibranch residual network	8
Deep learning-based method for real-time spinach seedling health monitoring	8
AirVision: a fast and efficient small target detection method for unmanned aerial vehicles using You Only Look Once	8
Object detection and localization algorithm in agricultural scenes based on YOLOv5	8
GVA: general content-aware feature map reusing structure for edge-side video analytics	8
Perceptual artifact investigation of liquid crystal displays with mini light-emitting diode backlight	8
Synthetic aperture imaging using multi-view super-resolution	8
Polygonal approximation for digital image boundary using firefly algorithm	7
Optical fringe analysis using support vector machine	7

Real-time reconstruction of multiperson 3D human pose with perspective transformation matching based on multiview	7
Malicious script distribution pattern detection technique for image search websites	7
Facial expression recognition algorithm based on efficient channel attention	7
TSD-CAM: transformer-based self distillation with CAM similarity for weakly supervised semantic segmentation	6
Video encryption algorithm based on the fractional order chaos system	6
Joint merging and pruning: adaptive selection of better token compression strategy	6
LGD-FCOS: driver distraction detection using improved FCOS based on local and global knowledge distillation	6
WTEC: a wavelet transform–based image exposure correction method	6
Refined single-stage object detection deep-learning technique for chilli leaf disease detection	6
Learning deep domain-agnostic features from synthetic renders for industrial visual inspection	6
Method for detection of crop pests and diseases based on Mamba	6
Assessment of color reproduction in text-generated images of common natural objects (sky, grass, fallen leaves, rocks) based on memory color	6
Spatial–spectral fusion remote sensing detection with channel-spatial attention and context augmentation and a high-quality benchmark	6
Perceptual image hashing by exploiting a visual attention model along with discrete wavelet transform and discrete cosine transform	6
Infrared and visible image fusion based on visibility enhancement and norm optimization low-rank representation	6
Pyramid dilated convolutional neural network for image denoising	6
Face anti-spoofing with local difference network and binary facial mask supervision	6
Thermal infrared image colorization on nighttime driving scenes with spatially-correlated learning	6
Spiking ViT: spiking neural networks with transformer—attention for steel surface defect classification	6
Image watermarking scheme employing Gerchberg–Saxton algorithm and integer wavelet transform	6
Lightweight chip pad real-time alignment detection method and application based on improved YOLOv5s	6
Rectified DenseNet169-based automated criminal recognition system for the prediction of crime prone areas using face recognition	6
HA-DQS-Net: dynamic query design based on transformer with hollow attention	6
UAV-DETR+: more tiny pixels and frequency information help small object detection	6
Soft clustering based on high- and low-level features for image smoothing	6
Estimation of motion blur kernel parameters using regression convolutional neural networks	6
Plaintext-related image encryption scheme based on chaos and game of life	6
Deep learning-based stereo matching using the feature spatial pyramid pooling	5
Micro-expression recognition based on the fusion of facial landmark points and optical flow features	5
Sequential attention and edge-guided pooling for intracranial aneurysm segmentation in point clouds	5
E2MNet: an end-to-end large-scale point cloud registration network based on Mamba	5
Unsupervised classification based on deep adaptation network for sonar images	5
Reversible and colorable deep image steganography with large capacity	5
SIA-Yolov5: improved Yolov5 based on smallness and imbalance-aware head for remote sensing object detection	5
Enhanced spatial awareness of vision-language model for car damage detection	5
Frontal-view gait recognition using discriminative dynamics feature representations and learning	5
Multitask deep active contour-based iris segmentation for off-angle iris images	5
Modal approach based on global stereocorrelation for defects measurement in wire-laser additive manufacturing	5
Multi-view latent space learning framework via adaptive graph embedding	5
(Retracted) Robust face recognition using multimodal data and transfer learning	5
A generative model for synthetic thermal infrared images	5
FaceCC: facial feature combination network for cloth-changing person re-identification	5
Spatial restoration guided by amplitude-phase interaction for flare removal	5
NAST: neural architecture search and transformer for image manipulation localization	5
Determination and use of external color filter for improved camera colorimetry	5
Convolutional neural network-based optimal R-λ intra rate control in Versatile Video Coding	5
Special Section Guest Editorial: Machine Vision—Systems, Methods, and Applications	5
Dual-aware transformer network for single-image super-resolution	5
Multiscale deep network for compressive sensing image reconstruction	5
Multi-patch integrated learning dehazing network for small-scale dataset	5
(Retracted) Intelligent resources based on active vision sensing strategy in the evolution of food aesthetics system	5
Infrared and visible image fusion based on global context network	5
Food image recognition method based on iterative clustering and confidence screening mechanism	5
Coded target recognition algorithm for vision measurement	5
TransUNetFormer: let hybrid convolutional neural network + transformer encoder and decoder provide powerful support for remote sensing image segmentation	5
Super-resolution reconstruction of images based on residual dual-path interactive fusion combined with attention	5
Attention-enhanced multiscale fusion for face mask-wearing detection	5
Camera-based wildfire smoke detection for foggy environments	5
Real-world abnormal event detection via super-resolution and few-shot learning	5
Virtual structured-light three-dimensional point cloud compression with geometric reshaping	5
Abnormal behavior recognition based on feature fusion C3D network	5
UCGAN: a contrastive learning-based unaligned image translation model with importance reweighting	5
Multiscale feature enhancement network based on RT-DETR for object detection in UAV images	4
LET: a local enhancement transformer for low-light image enhancement	4
Adaptive graph regularized and label embedded dictionary learning for pattern classification	4
Tabular-based self-supervised learning approach for encrypted traffic classification	4
Infrared and visible image fusion via high–low-frequency fusion network	4
Wavelet descriptor network for arbitrary-shaped text detection	4
Diverse image enhancer for complex underexposed image	4
Cauchy noise removal by a generalized nonlocal low-rank method	4
Reconstruction error-assisted anomaly detection method for underground pipelines	4
DIMF-Nets: depth-informed cross-modal fusion in three-stream networks for enhanced unsupervised video object segmentation	4
GDBNet: boundary improving three-branch semantic segmentation network for remote sensing images	4
Low-light enhancement network for nighttime highway visibility estimation in foggy weather	4
Local image descriptor developed from Fechner’s law	4
Research on channel-independent upsampling methods and their application in surface defect detection of industrial products	4
PDIN: a progressive image rain removal network based on camera imaging principle	4
Comprehensive review of watermarking techniques in deep-learning environments	4
Lightweight anti-interference flame detection method based on context information	4
Adaptive enhancement algorithm for low-illumination images of welding shops based on improved multi-scale Retinex with color restoration	4

Semi-generative video steganography based on digital Carden Grille	4
Binary video snapshot compressive imaging with multiscale fusion	4
Interactive visualization of forearm internal rotation angle in Tai Chi training	4
Lightweight visual Mamba-guided attention network for infrared small target detection	4
RMIE-CSCA-RPD: a robust multiround image encryption scheme using chaotic systems and cellular automata in a rewriting–permutation–diffusion framework	4
Swin-MaskGNet: a robust robotic grasp pose detection model for densely occluded environments	4
Augmentation variational feature embedding for sample specificity learning	4
MMUnet: medical image segmentation via multi-branch and multi-scale Unet	4
Collaborative Attention Transformer on facial expression recognition under partial occlusion	4
Few-shot object detection based on self-supervised feature pyramid network	4
VioNets: efficient multi-modal fusion method based on bidirectional gate recurrent unit and cross-attention graph convolutional network for video violence detection	4
Efficient Moiré pattern removal with lightweight multi-scale feature extraction	4
No-reference video quality assessment based on human visual perception	4
LVDA: efficient video denoising algorithms with lightweight network	4
Nonconvex variational approach for simultaneously recovering cartoon and texture images	4
Comparison of super-resolution and noise reduction for passive single-photon imaging	4
Three-dimensional human pose estimation based on contact pressure	4
FCNN: fusion-based underwater image enhancement using multilayer convolution neural network	4
Dual-bottleneck feature pyramid network for multiscale object detection	4
Digital x-ray medical image enhancement method based on human visual characteristics	4
Lightweight image super-resolution network using 3D convolutional neural networks	4
Utilizing the structure of a redundant dictionary comprised of wavelets and curvelets with compressed sensing	4
Image denoising model using adaptive regularization parameter based on structure tensor	4
Parallax-tolerant unmanned aerial vehicle remote sensing image stitching based on optimal seams	4
LPLWES: low-confidence pixel learning and weighted entropy sampling active domain adaptation for semantic segmentation in autonomous driving	4
Two-stage low-light image enhancement network with an attention mechanism and cross-stage connection	4
ACWFace: efficient and lightweight face detector based on RetinaFace	4
GLA-YOLO11-RLD: global–local attention YOLO11 for rice leaf disease detection	4
Adversarial learning-based method for recognition of bionic and highly contextual underwater targets	4
Efficient stereo matching using attention mechanism and edge optimization	4
HOTNet: A hybrid optimization and transformer network for hyperspectral image super-resolution	4
SAPCNet: symmetry-aware point cloud completion network	4
Pola4All: survey of polarimetric applications and an open-source toolkit to analyze polarization	4
Study on classification of attention deficit hyperactivity disorder based on dual-channel autoencoder	4
Enhanced intra-inter view correlation learning for multi-view subspace clustering	4
Small obstacles detection on roads scenes using semantic segmentation for the safe navigation of autonomous vehicles	4
Three-dimensional surface mesh optimization and centerline extraction of vasculatures for endovascular intervention simulation	4
Real-time defogging hardware accelerator based on improved dark channel prior and adaptive guided filtering	4
Edge artificial intelligence camera network: an efficient object detection and tracking framework	4
Anchor constrained refinement network with Intersection-over-Union-aware and scale-aware loss for oriented object detection	4
ASE-DETR: adaptive spatial-edge enhanced detection transformer for infrared vehicle-pedestrian detection	4
Single image reflection removal using meta-learning	4
Human retinal biometric recognition system based on multiple feature extraction	4
Improved YOLO-based laser stripe region extraction method for welding robots	4
Weighted Schatten p-norm and Laplacian scale mixture-based low-rank and sparse decomposition for foreground–background separation	4
CRVC-GAN: combining cross-scale fusion and recursion for video colorization adversarial generative networks	4
Verifiable and visually meaningful image encryption scheme based on two-stage data fusion in the encrypted domain	4
Multi-style textile defect detection using distillation adaptation and representative sampling	4
SCD-YOLO: a lightweight vehicle target detection method based on improved YOLOv5n	4
Salient object detection based on Pyramid Vision Transformer–gated network	4
(Retracted) Simulating human visual perception behaviors for video quality assessment	4
Image steganography based on generative implicit neural representation	4
Special Section Guest Editorial: Light Field Imaging	4
Image segmentation for blind lanes based on improved SegNet model	4
Consistency ordinary differential equations network for person re-identification	4
Maritime video ship detection and tracking based on improved YOLOX and DeepSORT	4
Dual-branch network for image fusion of infrared and visible spectrums utilizing transformers and CNNs	4
Three-stage fusion framework for single image dehazing	3
Stabilized videos source identification method based on undecimated dual-tree complex wavelet transform and Bayesian adaptive direct search algorithm	3
Lightweight human activity recognition system for resource constrained environments	3
Joint multi-dimension features fuzzy clustering algorithm based on smoothing superpixel for sonar image segmentation	3
SDANet: scale-deformation awareness network for crowd counting	3
Multi-information interaction enhancement model based on pixel-feature space for adversarial example detection	3
(Retracted) COVID-19 detection using machine learning: a large scale assessment of x-ray and CT image datasets	3
Low-light image enhancement using negative feedback pulse coupled neural network	3
BFBE-Net: deep bilateral fusion and bilateral embedded network for real-time semantic segmentation	3
Multi-head attention with reinforcement learning for supervised video summarization	3
Copy-move forgery detection algorithm based on binarized statistical image features and principal component analysis	3
Attention mechanism and lightweight network fusion HRNet: a lightweight remote sensing road extraction algorithm integrating attention mechanisms	3
Research on strabismus iris segmentation model based on deep snake multitask learning	3
Circle detection algorithm based on neighborhood density clustering	3
Faster object detector for drone-captured images	3
Enhancing underwater image quality: a multilevel model with color correction and extended transmission map	3
Steganography via image dehazing: a Swin Transformer-based dual-task network for statistically undetectable hidden communication	3
Color filter-based gait silhouette extraction method in dynamic background	3
GaitFusionNet: a dynamic hierarchical feature fusion neural network for multimodal gait recognition	3
Obstacle detection method of unmanned electric locomotive in coal mine based on YOLOv3-4L	3
Multimodal based attention-pyramid for predicting pedestrian trajectory	3
Video super-resolution via nonlocal deformable alignment and frame recursive progressive fusion network	3
SICFuse: Swin Transformer integrated with invertible neural network and correlation coefficient assistance for infrared and visible image fusion	3
Synthetic aperture radar target recognition based on adaptive decision fusion of multiple views	3
Towards faithful neural fusion to infrared and visible images with a full-scale connected network	3
(Retracted) Role of video sensors in observing visual image design in the construction of smart cities	3
Real-time iris segmentation model based on lightweight convolutional neural network	3
Lightweight high-resolution network based on adaptive cross-dimensional weighting for human pose estimation	3
Blockchain-based authenticable (k,n) multi-secret image sharing scheme	3
Background-lead self-attention for image harmonization	3
RETRACTED: Machine learning-based probabilistic profitable model in algorithmic trading	3
MI-YOLO: more information based YOLO for insulator defect detection	3
Length and salient losses co-supported content-based commodity retrieval neural network	3
Run length encoding based reversible data hiding scheme in encrypted images	3
Human recognition system through major and minor finger knuckle pattern fusion by symmetric-sum method	3
Geometry-aware video inpainting for joint headset occlusion removal and face reconstruction in social extended reality	3
(Retracted) Improved encrypted AI robot for package recognition in IoT logistics environment	3
Frequency-guided image reconstruction with multi-level and multi-scale feature fusion for industrial anomaly detection	3