Journal of Electronic Imaging

Article	Citations
Offline signature verification using deep neural network with application to computer vision	35
Color image encryption based on joint permutation and diffusion	32
Review of object instance segmentation based on deep learning	24
(Retracted) Method of generating face image based on text description of generating adversarial network	21
Printed circuit board defect detection based on MobileNet-Yolo-Fast	21
Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural network	19
(Retracted) Evaluation of bioinspired algorithms for image optimization	18
Violence behavior recognition of two-cascade temporal shift module with attention mechanism	17
Review of white box methods for explanations of convolutional neural networks in image classification tasks	16
Rate-distortion optimized quantization for geometry-based point cloud compression	16
Group-split attention network for crowd counting	15
Pointer-type instrument positioning method of intelligent inspection system for substation	14
Diverse image enhancer for complex underexposed image	14
Review of spike-based neuromorphic computing for brain-inspired vision: biology, algorithms, and hardware	13
(Retracted) Secure framework against cyber attacks on cyber-physical robotic systems	13
U-Net versus Pix2Pix: a comparative study on degraded document image binarization	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
CrackT-net: a method of convolutional neural network and transformer for crack segmentation	12
DAFuse: a fusion for infrared and visible images based on generative adversarial network	12
BacterialWmark: telemedicine watermarking technique using bacterial foraging for smart healthcare system	12
(Retracted) Computer hand-painting of intelligent multimedia images in interior design major	12
YOLOv5-R: lightweight real-time detection based on improved YOLOv5	12
Autoencoder-convolutional neural network-based embedding and extraction model for image watermarking	11
Improved YOLOv5-S object detection method for optical remote sensing images based on contextual transformer	11
Iris-ocular-periocular: toward more accurate biometrics for off-angle images	11

(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
Image inpainting using frequency-domain priors	10
YOLOv3-SORT: detection and tracking player/ball in soccer sport	9
DEA-UNet: a dense-edge-attention UNet architecture for medical image segmentation	9
Scoping review on automatic color equalization algorithm	9
(Retracted) Image analysis and pattern recognition method of three-dimensional process in physical education teaching based on big data	9
Block color image encryption algorithm based on elementary cellular automata and DNA sequence operations	9
Improved YOLOv4 network using infrared images for personnel detection in coal mines	9
Low-area and high-speed hardware architectures of LBlock cipher for Internet of Things image encryption	9
Infrared and visible image fusion based on convolutional sparse representation and guided filtering	9
Small obstacles detection on roads scenes using semantic segmentation for the safe navigation of autonomous vehicles	8
Near-duplicate image detection based on wavelet decomposition with modified deep learning model	8
Robust and effective image preprocessing conglomerate method for denoising of both grayscale and color images	8
End-to-end joint spectral–spatial compression and reconstruction of hyperspectral images using a 3D convolutional autoencoder	8
Improved method of optimization-based ECG signal watermarking	8
Small samples data augmentation and improved MobileNet for surface defects classification of hot-rolled steel strips	8
Comprehensive review of watermarking techniques in deep-learning environments	8
Robust license plate detection and recognition with automatic rectification	8
(Retracted) Hybrid whale optimization algorithm-Levy flight approach for multilevel thresholding image segmentation	8
Weighted feature fusion and attention mechanism for object detection	7
FastGCN + ARSRGemb: a novel framework for object recognition	7
Anomaly behavior detection analysis in video surveillance: a critical review	7
Blind image deblurring via enhanced sparse prior	7
Hand gesture recognition algorithm combining hand-type adaptive algorithm and effective-area ratio for efficient edge computing	7
Systematic review and analysis on underwater image enhancement methods, datasets, and evaluation metrics	7
Rectified DenseNet169-based automated criminal recognition system for the prediction of crime prone areas using face recognition	7
Wind turbine blades surface crack-detection algorithm based on improved YOLO-v5 model	7
Dynamic stochastic resonance and image fusion based model for quality enhancement of dark and hazy images	7
Deep motion blur removal using noisy/blurry image pairs	7
Heterogeneous iris segmentation method based on modified U-Net	7
SWDGAN: GAN-based sampling and whole image denoising network for compressed sensing image reconstruction	7
(Retracted) Modeling of human action recognition using hyperparameter tuned deep learning model	7
Corner location and recognition of single ArUco marker under occlusion based on YOLO algorithm	6
Action recognition for sports video analysis using part-attention spatio-temporal graph convolutional network	6
Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments	6
Review on nontraditional perspectives of synthetic aperture radar image despeckling	6
Infrared and visible image fusion based on visibility enhancement and norm optimization low-rank representation	6
(Retracted) COVID-19 detection using machine learning: a large scale assessment of x-ray and CT image datasets	6
Deep learning modified neural networks with chicken swarm optimization-based lungs disease detection and severity classification	6
Lightweight facial expression recognition method based on attention mechanism and key region fusion	6
Underwater occlusion object recognition with fusion of significant environmental features	6
Programmable spatially variant single-pixel imaging based on compressive sensing	6
Structure aware 3D single object tracking of point cloud	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
AADH-YOLOv5: improved YOLOv5 based on adaptive activate decoupled head for garbage detection	5
Human retinal biometric recognition system based on multiple feature extraction	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
RGNAM: recurrent grid network with an attention mechanism for single-image dehazing	5

HFF-SRGAN: super-resolution generative adversarial network based on high-frequency feature fusion	5
Small object detection using deep convolutional networks: applied to garbage detection system	5
Graph neural network-based visual relationship and multilevel attention for image captioning	5
Gating PatternPyramid for diversified image style transfer	5
FCNN: fusion-based underwater image enhancement using multilayer convolution neural network	5
RETRACTED: Design and development of SER-UNet model for glaucoma image analysis	5
BIQ2021: a large-scale blind image quality assessment database	5
Multi-scale dense and attention mechanism for image semantic segmentation based on improved DeepLabv3+	5
Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system	5
Digital image forgery detection under complex lighting using Phong reflection model	5
Deep neural network classification in the compressively sensed spectral image domain	5
Interferometric phase image denoising method via residual learning	5
Efficient chaos-based image encryption approach for secure communication	5
Hybrid double branch image registration algorithm	5
Ultrasonic logging image denoising algorithm based on variational Bayesian and sparse prior	5
Perceptual hashing for color images	5
TAMNet: two attention modules-based network on facial expression recognition under uncertainty	5
Automatic building footprint extraction and road detection from hyperspectral imagery	5
Plaintext-related image encryption scheme based on chaos and game of life	5
PatchNet: a tiny low-light image enhancement net	5
Decolorization based on the weighted combination of image entropy and canny edge retention ratio	5
Obstacle detection method of unmanned electric locomotive in coal mine based on YOLOv3-4L	5
Heart rate estimation via self-adaptive region selection and multiregion-fusion 1D CNN	5
MI-YOLO: more information based YOLO for insulator defect detection	4
Application of multidomain sensor image fusion and training data augmentation for enhanced CNN image classification	4
Low saliency crack detection based on improved multimodal object detection network: an example of wind turbine blade inner surface	4
Adaptive coding unit size convolutional neural network for fast 3D-HEVC depth map intracoding	4
Not all temporal shift modules are profitable	4
MonodepthPlus: self-supervised monocular depth estimation using soft-attention and learnable outlier-masking	4
Video stabilization algorithm based on virtual sphere model	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
SSKDN: a semisupervised knowledge distillation network for single image dehazing	4
Efficient video quality assessment with deeper spatiotemporal feature extraction and integration	4
Attention mechanism feedback network for image super-resolution	4
Face anti-spoofing based on weighted neighborhood pixel difference pattern	4
(Retracted) Blockchain enabled secure image transmission and diagnosis scheme in medical cyber-physical systems	4
(Retracted) Infrared image filtering and enhancement processing method based upon image processing technology	4
LSH-DETR: object detection algorithm for marine benthic organisms based on improved DETR	4
Low-illumination traffic object detection using the saliency region of infrared image masking on infrared-visible fusion image	4
Survey of methods and evaluation of Retinex-inspired image enhancers	4
Effective method for fusing infrared and visible images	4
Seatbelt detection in road surveillance images based on improved dense residual network with two-level attention mechanism	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
Refined single-stage object detection deep-learning technique for chilli leaf disease detection	4
ELUNet: an efficient and lightweight U-shape network for real-time semantic segmentation	4
Optimized hybrid RNN model for human activity recognition in untrimmed video	4
Max-min threshold-based cancelable biometric templates for low-end devices	4
End-to-end multispectral image compression framework based on adaptive multiscale feature extraction	4
No-reference image quality assessment for dehazed images	4
Transformer-based vehicle detection for surveillance images	4
Data-driven few-shot crop pest detection based on object pyramid for smart agriculture	4
Edge artificial intelligence camera network: an efficient object detection and tracking framework	4
Micro-expression recognition based on deep capsule adversarial domain adaptation network	4
Denoising convolutional neural network inspired via multi-layer convolutional sparse coding	4
Deep stacked denoising autoencoder for unsupervised anomaly detection in video surveillance	4
Deep multi-task framework for optic disc and fovea detection	4
Wavelet descriptor network for arbitrary-shaped text detection	4
DFBDehazeNet: an end-to-end dense feedback network for single image dehazing	4
Channel and spatial attention-based Siamese network for visual object tracking	4
Pyramid dilated convolutional neural network for image denoising	4
Real-time motion detection with candidate masks and region growing for moving cameras	4
Plant taxonomy-guided path-based tree classifier for large-scale plant species identification	4
Salient object detection network with center pooling and distance-weighted affinity loss function	4
(Retracted) Visual analysis of forest sports and health tourism based on artificial intelligence	4
Visual similarity-based phishing detection using deep learning	4
Hard parameter sharing for compressing dense-connection-based image restoration network	4
(Retracted) Feature extraction method CNDFA for target contour of coal and gangue based on multifractal	4
Activation ensemble generative adversarial network transfer learning for image classification	4
Three-stage image forgery localization with shallow feature enhancement and attention	3
Removing multi-frame Gaussian noise by combining patch-based filters with optical flow	3
Thangka Yidam classification based on DenseNet and SENet	3
GA-CSPN: generative adversarial monocular depth estimation with second-order convolutional spatial propagation network	3
(Retracted) Cloud and deep learning-based image analyzer	3
Feature extraction and classification of hyperspectral imaging using minimum noise fraction and deep convolutional neural network	3
(Retracted) Review of artificial intelligence-assisted COVID-19 detection solutions using radiological images	3
Adversarial learning-based method for recognition of bionic and highly contextual underwater targets	3
Robust deep learning-based multi-image super-resolution using inpainting	3
Joint spatiotemporal regularization and scale-aware correlation filters for visual tracking	3

Segmentation and morphological analysis of wear track/particles images using machine learning	3
Single-image dehazing based on dark channel prior and fast weighted guided filtering	3
Underwater image enhancement method based on the generative adversarial network	3
Real-time object detector for low-end devices	3
Fast and robust loop-closure detection using deep neural networks and matrix transformation for a visual SLAM system	3
Non-rigid registration of point clouds using landmarks and stochastic neighbor embedding	3
Balanced-RetinaNet: solving the imbalanced problems in object detection	3
Fast mode decision for CU coding based on CNN for the VVC standard	3
Optimized convolutional neural network-based comprehensive early diagnosis method for multiple eye disease recognition	3
Image matching via the local neighborhood for low inlier ratio	3
Robust low-rank tensor reconstruction using high-order t-SVD	3
Enhanced feature pyramidal network for object detection	3
Facial expression recognition algorithm based on efficient channel attention	3
Constrained feature selection for semisupervised color-texture image segmentation using spectral clustering	3
Lightweight end-to-end image steganalysis based on convolutional neural network	3
Object detection and localization algorithm in agricultural scenes based on YOLOv5	3
EASNet: a multiscale attention semantic segmentation network combined with asymmetric convolution	3
UStark: underwater image domain-adaptive tracker based on Stark	3
UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation	3
SRPAR: anchor-free detector with aspect ratio priority for slender objects	3
Multiclass skin cancer classification using particle swarm optimization and convolutional neural network with information security	3
Multi-modal pedestrian detection with misalignment based on modal-wise regression and multi-modal IoU	3
DeCapsGAN: generative adversarial capsule network for image denoising	3
(Retracted) Research on computer network security evaluation based on image recognition and neural network	3
(Retracted) Segmentation method for low-quality images of coal and gangue based on Retinex and local texture features with multifractal	3
Learning image embeddings without labels	3
Efficient color image retrieval method using deep stacked sparse autoencoder	3
Improving GAN-based feature extraction for hyperspectral images classification	3
(Retracted) Inspection of unmanned aerial vehicles in oil and gas industry: critical analysis of platforms, sensors, networking architecture, and path planning	3
Salient object detection via joint perception of region-level spatial distribution and color contrast	3
LiSeNet: multitask lightweight segmentation network for accurate and complete iris segmentation	3
Method of feature pyramid and attention enhancement network for pavement crack detection	3
Optimization of convolutional neural network hyperparameters using improved competitive gray wolf optimizer for recognition of static signs of Indian Sign Language	3
MDRSteg: large-capacity image steganography based on multi-scale dilated ResNet and combined chi-square distance loss	3
Multilayer attention receptive fusion network for multiscale ship detection with complex background	3
Feature discrimination and diversification for image emotion recognition	3
Loop closure detection based on local-global similarity measurement strategies	3
ViT-rPPG: a vision transformer-based network for remote heart rate estimation	3
MoNET: no-reference image quality assessment based on a multi-depth output network	3
Single shot multibox detector object detection based on attention mechanism and feature fusion	3
Person re-identification based on attention clustering and long short-term memory network	3
Image noise level estimation via kurtosis test	3
Securing grayscale image using improved Arnold transform and ElGamal encryption	3
Multi-task learning architecture for brain tumor detection and segmentation in MRI images	3
Adaptive scene-aware deep attention network for remote sensing image compression	3
Siamese network based on global and local feature matching for object tracking	3
Research on splicing method of point cloud with insufficient features based on spatial reference	3
Real-time iris segmentation model based on lightweight convolutional neural network	3
(Retracted) Field weed recognition algorithm based on machine learning	3
Intelligent collection of rice disease images based on convolutional neural network and feature matching	3
Camera-based wildfire smoke detection for foggy environments	3
Bidirectional YOLO: improved YOLO for foreign object debris detection on airport runways	3
Image semantic segmentation based on improved DeepLabv3+ network and superpixel edge optimization	3
MEFuse: end-to-end infrared and visible image fusion method based on multibranch encoder	3
Multidimensional sentiment recognition of film and television scene images	3
Reversible data hiding scheme using deep learning and visual cryptography for medical image communication	3
YOLOv5-light: efficient convolutional neural networks for flame detection	3
SIM: an improved few-shot image classification model with multi-task learning	3
Markov decision process with deep reinforcement learning for robotics data offloading in cloud network	3
Learning deep domain-agnostic features from synthetic renders for industrial visual inspection	3
Automated detection of coronary artery disease comparing arterial fat accumulation using CNN	3
Textual restoration of occluded Tibetan document pages based on side-enhanced U-Net	3
Highly accurate end-to-end image steganalysis based on auxiliary information and attention mechanism	3
PC-SuperPoint: interest point detection and descriptor extraction using pyramid convolution and circle loss	3
Complexity reduction of versatile video coding standard: a deep learning approach	3
Target drift discriminative network based on deep learning in visual tracking	3
Finger-vein feature extraction method based on vision transformer	3
Heart rate estimation by leveraging static and dynamic region weights	3
CNN-based no-reference video quality assessment method using a spatiotemporal saliency patch selection procedure	3
Learning modality-fused representation based on transformer for emotion analysis	3
Global-locally reinforced feature extraction for person re-identification	2
ADCI-Net: an adaptive discriminative clip identification strategy for fast video action recognition	2
Development of a hybrid autoencoder model for automated edible bird’s nest impurities inspection	2
Uncertain and biased facial expression recognition based on depthwise separable convolutional neural network with embedded attention mechanism	2
U-net-based multiscale feature preserving method for low light image enhancement	2
SIHRNet: a fully convolutional network for single image highlight removal with a real-world dataset	2
(Retracted) Estimation of human age by features of face and eyes based on multilevel feature convolutional neural network	2
Fine-tuning convolutional neural network based on relaxed Bayesian-optimized support vector machine for random-valued impulse noise removal	2
A (k, n) multi-secret image sharing scheme based on Chinese remainder theorem and Arnold cat map	2
Center detection algorithm for printed circuit board circular marks based on image space and parameter space	2
Powerful embedding networks for few-shot image classification	2
Fusion sampling networks for skeleton-based human action recognition	2
Secure image encryption using high throughput architectures of PRINT cipher for radio frequency identification applications	2
Fractional-order total variation algorithm with nonlocal self-similarity for image reconstruction	2
Fast and more accurate incremental-decremental principal component analysis algorithm for online learning of face recognition	2
(Retracted) Systematic review on ontology applications in virtual reality training domain: design components, roles, and research directions	2
Thermal imaging pedestrian detection algorithm based on attention guidance and local cross-level network	2
Spatial–temporal interaction module for action recognition	2
MKIoU loss: toward accurate oriented object detection in aerial images	2
Dynamic attention-based detector and descriptor with effective and derivable loss for image matching	2
Active contour model with local prefitting bias estimation for fast image segmentation	2
Image recommender system based on compact convolutional transformer image style recognition	2
MetaFlow: a meta-learning-based network for optical flow estimation	2
(Retracted) Virtual reality painting dexterous hand gesture control algorithm and simulation	2
Siamese network with bidirectional feature pyramid for small target tracking	2