Journal of Electronic Imaging

Article	Citations
Offline signature verification using deep neural network with application to computer vision	34
Color image encryption based on joint permutation and diffusion	32
IMG-Net: inner-cross-modal attentional multigranular network for description-based person re-identification	23
Review of object instance segmentation based on deep learning	23
(Retracted) Method of generating face image based on text description of generating adversarial network	21
Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural network	18
Printed circuit board defect detection based on MobileNet-Yolo-Fast	18
(Retracted) Evaluation of bioinspired algorithms for image optimization	18
Rate-distortion optimized quantization for geometry-based point cloud compression	16
Violence behavior recognition of two-cascade temporal shift module with attention mechanism	16
Group-split attention network for crowd counting	15
Review of white box methods for explanations of convolutional neural networks in image classification tasks	14
Diverse image enhancer for complex underexposed image	14
Pointer-type instrument positioning method of intelligent inspection system for substation	14
(Retracted) Secure framework against cyber attacks on cyber-physical robotic systems	13
YOLOv5-R: lightweight real-time detection based on improved YOLOv5	12
Review of spike-based neuromorphic computing for brain-inspired vision: biology, algorithms, and hardware	12
Applied research on real-time film and television animation virtual shooting for multiplayer action capture technology based on optical positioning and inertial attitude sensing technology	12
U-Net versus Pix2Pix: a comparative study on degraded document image binarization	12
DAFuse: a fusion for infrared and visible images based on generative adversarial network	12
Iris-ocular-periocular: toward more accurate biometrics for off-angle images	11
BacterialWmark: telemedicine watermarking technique using bacterial foraging for smart healthcare system	11
Improved YOLOv5-S object detection method for optical remote sensing images based on contextual transformer	11
Autoencoder-convolutional neural network-based embedding and extraction model for image watermarking	10
(Retracted) Computer hand-painting of intelligent multimedia images in interior design major	10

(Retracted) Deep belief network-based image processing for local directional segmentation in brain tumor detection	10
Pyramid frequency network with spatial attention residual refinement module for monocular depth estimation	10
(Retracted) Image analysis and pattern recognition method of three-dimensional process in physical education teaching based on big data	9
Infrared and visible image fusion based on convolutional sparse representation and guided filtering	9
CrackT-net: a method of convolutional neural network and transformer for crack segmentation	9
DEA-UNet: a dense-edge-attention UNet architecture for medical image segmentation	9
Image inpainting using frequency-domain priors	9
Scoping review on automatic color equalization algorithm	9
Improved YOLOv4 network using infrared images for personnel detection in coal mines	9
Small obstacles detection on roads scenes using semantic segmentation for the safe navigation of autonomous vehicles	8
Low-area and high-speed hardware architectures of LBlock cipher for Internet of Things image encryption	8
Block color image encryption algorithm based on elementary cellular automata and DNA sequence operations	8
Spatial–temporal graph attention networks for skeleton-based action recognition	8
Wavelet features embedded convolutional neural network for multiscale ear recognition	8
Improved method of optimization-based ECG signal watermarking	8
Robust and effective image preprocessing conglomerate method for denoising of both grayscale and color images	8
Comprehensive review of watermarking techniques in deep-learning environments	8
YOLOv3-SORT: detection and tracking player/ball in soccer sport	8
Robust license plate detection and recognition with automatic rectification	8
Deep motion blur removal using noisy/blurry image pairs	7
Anomaly behavior detection analysis in video surveillance: a critical review	7
Near-duplicate image detection based on wavelet decomposition with modified deep learning model	7
Dynamic stochastic resonance and image fusion based model for quality enhancement of dark and hazy images	7
Hand gesture recognition algorithm combining hand-type adaptive algorithm and effective-area ratio for efficient edge computing	7
FastGCN + ARSRGemb: a novel framework for object recognition	7
Wind turbine blades surface crack-detection algorithm based on improved YOLO-v5 model	7
SWDGAN: GAN-based sampling and whole image denoising network for compressed sensing image reconstruction	7
(Retracted) Hybrid whale optimization algorithm-Levy flight approach for multilevel thresholding image segmentation	7
Weighted feature fusion and attention mechanism for object detection	7
Small samples data augmentation and improved MobileNet for surface defects classification of hot-rolled steel strips	7
Blind image deblurring via enhanced sparse prior	7
Anti-forensics of diffusion-based image inpainting	7
(Retracted) Modeling of human action recognition using hyperparameter tuned deep learning model	7
Underwater occlusion object recognition with fusion of significant environmental features	6
Obstacle detection method of unmanned electric locomotive in coal mine based on YOLOv3-4L	6
End-to-end joint spectral–spatial compression and reconstruction of hyperspectral images using a 3D convolutional autoencoder	6
Systematic review and analysis on underwater image enhancement methods, datasets, and evaluation metrics	6
Infrared and visible image fusion based on visibility enhancement and norm optimization low-rank representation	6
Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments	6
Programmable spatially variant single-pixel imaging based on compressive sensing	6
Corner location and recognition of single ArUco marker under occlusion based on YOLO algorithm	6
Lightweight facial expression recognition method based on attention mechanism and key region fusion	6
Learning in-place residual homogeneity for single image detail enhancement	6
Heterogeneous iris segmentation method based on modified U-Net	6
(Retracted) COVID-19 detection using machine learning: a large scale assessment of x-ray and CT image datasets	6
Review on nontraditional perspectives of synthetic aperture radar image despeckling	6
Action recognition for sports video analysis using part-attention spatio-temporal graph convolutional network	6
Rectified DenseNet169-based automated criminal recognition system for the prediction of crime prone areas using face recognition	6
TAMNet: two attention modules-based network on facial expression recognition under uncertainty	5
Plaintext-related image encryption scheme based on chaos and game of life	5

Deep neural network classification in the compressively sensed spectral image domain	5
Deep learning modified neural networks with chicken swarm optimization-based lungs disease detection and severity classification	5
Hybrid double branch image registration algorithm	5
Digital image forgery detection under complex lighting using Phong reflection model	5
Perceptual hashing for color images	5
Graph neural network-based visual relationship and multilevel attention for image captioning	5
FCNN: fusion-based underwater image enhancement using multilayer convolution neural network	5
Automatic building footprint extraction and road detection from hyperspectral imagery	5
Flight track pattern recognition based on few labeled data with outliers	5
Plane segmentation for a building roof combining deep learning and the RANSAC method from a 3D point cloud	5
PatchNet: a tiny low-light image enhancement net	5
Gating PatternPyramid for diversified image style transfer	5
Consumer shopping emotion and interest database: a unique database with a multimodal emotion recognition method for retail service robots to infer consumer shopping intentions better than humans	5
HFF-SRGAN: super-resolution generative adversarial network based on high-frequency feature fusion	5
BIQ2021: a large-scale blind image quality assessment database	5
AADH-YOLOv5: improved YOLOv5 based on adaptive activate decoupled head for garbage detection	5
Multi-scale dense and attention mechanism for image semantic segmentation based on improved DeepLabv3+	5
RETRACTED: Design and development of SER-UNet model for glaucoma image analysis	5
RGNAM: recurrent grid network with an attention mechanism for single-image dehazing	5
Efficient chaos-based image encryption approach for secure communication	5
Human retinal biometric recognition system based on multiple feature extraction	5
Small object detection using deep convolutional networks: applied to garbage detection system	5
In-field cotton boll counting based on a deep neural network of density level classification	5
Salient object detection network with center pooling and distance-weighted affinity loss function	4
Max-min threshold-based cancelable biometric templates for low-end devices	4
Hard parameter sharing for compressing dense-connection-based image restoration network	4
Plant taxonomy-guided path-based tree classifier for large-scale plant species identification	4
Transformer-based vehicle detection for surveillance images	4
Seatbelt detection in road surveillance images based on improved dense residual network with two-level attention mechanism	4
Effective method for fusing infrared and visible images	4
MI-YOLO: more information based YOLO for insulator defect detection	4
LSH-DETR: object detection algorithm for marine benthic organisms based on improved DETR	4
Application of multidomain sensor image fusion and training data augmentation for enhanced CNN image classification	4
DFBDehazeNet: an end-to-end dense feedback network for single image dehazing	4
Video stabilization algorithm based on virtual sphere model	4
ELUNet: an efficient and lightweight U-shape network for real-time semantic segmentation	4
Visual similarity-based phishing detection using deep learning	4
Efficient video quality assessment with deeper spatiotemporal feature extraction and integration	4
Face anti-spoofing based on weighted neighborhood pixel difference pattern	4
Attention mechanism feedback network for image super-resolution	4
Decolorization based on the weighted combination of image entropy and canny edge retention ratio	4
Structure aware 3D single object tracking of point cloud	4
Heart rate estimation via self-adaptive region selection and multiregion-fusion 1D CNN	4
Deep multi-task framework for optic disc and fovea detection	4
Adaptive coding unit size convolutional neural network for fast 3D-HEVC depth map intracoding	4
Not all temporal shift modules are profitable	4
Ultrasonic logging image denoising algorithm based on variational Bayesian and sparse prior	4
MonodepthPlus: self-supervised monocular depth estimation using soft-attention and learnable outlier-masking	4
Channel and spatial attention-based Siamese network for visual object tracking	4
Real-time motion detection with candidate masks and region growing for moving cameras	4
(Retracted) Feature extraction method CNDFA for target contour of coal and gangue based on multifractal	4
No-reference image quality assessment for dehazed images	4
Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system	4
End-to-end multispectral image compression framework based on adaptive multiscale feature extraction	4
(Retracted) Infrared image filtering and enhancement processing method based upon image processing technology	4
(Retracted) Visual analysis of forest sports and health tourism based on artificial intelligence	4
Landmark-free head pose estimation using fusion inception deep neural network	4
(Retracted) Blockchain enabled secure image transmission and diagnosis scheme in medical cyber-physical systems	4
Interferometric phase image denoising method via residual learning	4
Denoising convolutional neural network inspired via multi-layer convolutional sparse coding	4
Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model	4
Robust descriptor for key-point detection and matching in color images with radial distortion	4
Texture classification using Minkowski distance measure-based clustering for feature selection	4
Computationally efficient progressive approach for single-image super-resolution using generative adversarial network	4
Reversible data hiding scheme using deep learning and visual cryptography for medical image communication	3
Camera-based wildfire smoke detection for foggy environments	3
(Retracted) Review of artificial intelligence-assisted COVID-19 detection solutions using radiological images	3
Improved YOLO v3 network-based object detection for blind zones of heavy trucks	3
Highly accurate end-to-end image steganalysis based on auxiliary information and attention mechanism	3
Single-image dehazing based on dark channel prior and fast weighted guided filtering	3
SIM: an improved few-shot image classification model with multi-task learning	3
Complexity reduction of versatile video coding standard: a deep learning approach	3
YOLOv5-light: efficient convolutional neural networks for flame detection	3
Textual restoration of occluded Tibetan document pages based on side-enhanced U-Net	3
Target drift discriminative network based on deep learning in visual tracking	3
Three-stage image forgery localization with shallow feature enhancement and attention	3
UStark: underwater image domain-adaptive tracker based on Stark	3
PC-SuperPoint: interest point detection and descriptor extraction using pyramid convolution and circle loss	3
Multi-task learning architecture for brain tumor detection and segmentation in MRI images	3
MoNET: no-reference image quality assessment based on a multi-depth output network	3

Multi-modal pedestrian detection with misalignment based on modal-wise regression and multi-modal IoU	3
Multiclass skin cancer classification using particle swarm optimization and convolutional neural network with information security	3
Adaptive scene-aware deep attention network for remote sensing image compression	3
GA-CSPN: generative adversarial monocular depth estimation with second-order convolutional spatial propagation network	3
EASNet: a multiscale attention semantic segmentation network combined with asymmetric convolution	3
Optimized hybrid RNN model for human activity recognition in untrimmed video	3
Markov decision process with deep reinforcement learning for robotics data offloading in cloud network	3
Wavelet descriptor network for arbitrary-shaped text detection	3
Low-illumination traffic object detection using the saliency region of infrared image masking on infrared-visible fusion image	3
Intelligent collection of rice disease images based on convolutional neural network and feature matching	3
Efficient color image retrieval method using deep stacked sparse autoencoder	3
MDRSteg: large-capacity image steganography based on multi-scale dilated ResNet and combined chi-square distance loss	3
Real-time object detector for low-end devices	3
Fast mode decision for CU coding based on CNN for the VVC standard	3
MEFuse: end-to-end infrared and visible image fusion method based on multibranch encoder	3
Micro-expression recognition based on deep capsule adversarial domain adaptation network	3
Method of feature pyramid and attention enhancement network for pavement crack detection	3
Robust low-rank tensor reconstruction using high-order t-SVD	3
Salient object detection via joint perception of region-level spatial distribution and color contrast	3
(Retracted) Segmentation method for low-quality images of coal and gangue based on Retinex and local texture features with multifractal	3
Pyramid dilated convolutional neural network for image denoising	3
Constrained feature selection for semisupervised color-texture image segmentation using spectral clustering	3
Adversarial learning-based method for recognition of bionic and highly contextual underwater targets	3
Single shot multibox detector object detection based on attention mechanism and feature fusion	3
Finger-vein feature extraction method based on vision transformer	3
(Retracted) Research on computer network security evaluation based on image recognition and neural network	3
Enhanced feature pyramidal network for object detection	3
Removing multi-frame Gaussian noise by combining patch-based filters with optical flow	3
CNN-based no-reference video quality assessment method using a spatiotemporal saliency patch selection procedure	3
Research on splicing method of point cloud with insufficient features based on spatial reference	3
SSKDN: a semisupervised knowledge distillation network for single image dehazing	3
Guided optimization framework for the fusion of time-of-flight with stereo depth	3
Feature extraction and classification of hyperspectral imaging using minimum noise fraction and deep convolutional neural network	3
Two-stream spatial-temporal neural networks for pose-based action recognition	3
Bidirectional YOLO: improved YOLO for foreign object debris detection on airport runways	3
Balanced-RetinaNet: solving the imbalanced problems in object detection	3
Activation ensemble generative adversarial network transfer learning for image classification	3
Optimized convolutional neural network-based comprehensive early diagnosis method for multiple eye disease recognition	3
Segmentation and morphological analysis of wear track/particles images using machine learning	3
Robust deep learning-based multi-image super-resolution using inpainting	3
Non-rigid registration of point clouds using landmarks and stochastic neighbor embedding	3
Image matching via the local neighborhood for low inlier ratio	3
Feature discrimination and diversification for image emotion recognition	3
(Retracted) Cloud and deep learning-based image analyzer	3
Underwater image enhancement method based on the generative adversarial network	3
Multilayer attention receptive fusion network for multiscale ship detection with complex background	3
ViT-rPPG: a vision transformer-based network for remote heart rate estimation	3
Fast and robust loop-closure detection using deep neural networks and matrix transformation for a visual SLAM system	3
LiSeNet: multitask lightweight segmentation network for accurate and complete iris segmentation	3
Facial expression recognition algorithm based on efficient channel attention	3
Refined single-stage object detection deep-learning technique for chilli leaf disease detection	3
Person re-identification based on attention clustering and long short-term memory network	3
Data-driven few-shot crop pest detection based on object pyramid for smart agriculture	3
Edge artificial intelligence camera network: an efficient object detection and tracking framework	3
Siamese network based on global and local feature matching for object tracking	3
Lightweight end-to-end image steganalysis based on convolutional neural network	3
SRPAR: anchor-free detector with aspect ratio priority for slender objects	3
Loop closure detection based on local-global similarity measurement strategies	3
UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation	3
(Retracted) Field weed recognition algorithm based on machine learning	3
Low saliency crack detection based on improved multimodal object detection network: an example of wind turbine blade inner surface	3
Real-time iris segmentation model based on lightweight convolutional neural network	3
Survey of methods and evaluation of Retinex-inspired image enhancers	3
Deep stacked denoising autoencoder for unsupervised anomaly detection in video surveillance	3
Image semantic segmentation based on improved DeepLabv3+ network and superpixel edge optimization	3
Thangka Yidam classification based on DenseNet and SENet	3
Automated detection of coronary artery disease comparing arterial fat accumulation using CNN	3
Uncertain and biased facial expression recognition based on depthwise separable convolutional neural network with embedded attention mechanism	2
Active contour model with local prefitting bias estimation for fast image segmentation	2
Fractional-order total variation algorithm with nonlocal self-similarity for image reconstruction	2
Joint spatiotemporal regularization and scale-aware correlation filters for visual tracking	2
Development of a hybrid autoencoder model for automated edible bird’s nest impurities inspection	2
(Retracted) Virtual reality painting dexterous hand gesture control algorithm and simulation	2
ADCI-Net: an adaptive discriminative clip identification strategy for fast video action recognition	2
Fusion sampling networks for skeleton-based human action recognition	2
Center detection algorithm for printed circuit board circular marks based on image space and parameter space	2
Secure image encryption using high throughput architectures of PRINT cipher for radio frequency identification applications	2
(Retracted) Estimation of human age by features of face and eyes based on multilevel feature convolutional neural network	2
SIHRNet: a fully convolutional network for single image highlight removal with a real-world dataset	2
Fine-tuning convolutional neural network based on relaxed Bayesian-optimized support vector machine for random-valued impulse noise removal	2
Siamese network with bidirectional feature pyramid for small target tracking	2
Multiview feature fusion optimization method for image retrieval based on matrix correlation	2
Powerful embedding networks for few-shot image classification	2
Improving GAN-based feature extraction for hyperspectral images classification	2
MKIoU loss: toward accurate oriented object detection in aerial images	2
Image recommender system based on compact convolutional transformer image style recognition	2
Fast and more accurate incremental-decremental principal component analysis algorithm for online learning of face recognition	2
U-net-based multiscale feature preserving method for low light image enhancement	2
MetaFlow: a meta-learning-based network for optical flow estimation	2
Spatial–temporal interaction module for action recognition	2
Global-locally reinforced feature extraction for person re-identification	2
(Retracted) Systematic review on ontology applications in virtual reality training domain: design components, roles, and research directions	2
Multidimensional sentiment recognition of film and television scene images	2
Dynamic attention-based detector and descriptor with effective and derivable loss for image matching	2
A (k, n) multi-secret image sharing scheme based on Chinese remainder theorem and Arnold cat map	2