IET Image Processing

Article	Citations
Lightweight Accelerated Unfolding Network With Collaborative Attention for Snapshot Spectral Compressive Imaging	422
Robust Text Watermarking Based on Modifying the Stroke Components of Chinese Characters	106
Lightweight Multi‐Stage Holistic Attention‐Based Network for Image Super‐Resolution	84
RBS‐YOLO: A Lightweight YOLOv5‐Based Surface Defect Detection Model for Castings	73
Structure‐Aware Transformer for Shadow Detection	42
GOMT: Multispectral video tracking based on genetic optimization and multi‐features integration	42
Glaucoma detection with explainable AI using convolutional neural networks based feature extraction and machine learning classifiers	42
Facial expression recognition based on improved residual network	41
Multilevel receptive field expansion network for small object detection	37
A person re‐identification method for sports event scenes incorporating textual information mining	32
Research on surface defect detection model of steel strip based on MFFA‐YOLOv5	32
SREFBN: Enhanced feature block network for single‐image super‐resolution	31
Non‐local neural networks combined with local importance‐based pooling for space‐time video super‐resolution	31
Low‐light image haze removal with light segmentation and nonlinear image depth estimation	31
Underwater image enhancement using a mixed generative adversarial network	30
End‐to‐end Tangut character database building and recognition method	30
Multi‐feature fusion attention network for single image super‐resolution	28
Region‐based two‐stage MRI bone tissue segmentation of the knee joint	27
A serial attention module‐based deep convolutional neural network for mixed Gaussian‐impulse removal	27
I‐CenterNet: Road infrared target detection based on improved CenterNet	26
Cascaded face super‐resolution with shape and identity priors	24
Tomato leaf disease classification by exploiting transfer learning and feature concatenation	23
CrossFormer: Multi‐scale cross‐attention for polyp segmentation	23
Microalgae detection based on improved YOLOv5	23
New method of colour image encryption using triple chaotic maps	23

IAUFD: A 100k images dataset for automatic football image/video analysis	22
Two‐stage single image dehazing network using swin‐transformer	22
Gesture recognition based on modified Yolov5s	22
Modified You Only Look Once Network Model for Enhanced Traffic Scene Detection Performance for Small Targets	21
Bilateral association tracking with parzen window density estimation	21
Salt‐and‐pepper denoising based on lightweight convolutional neural networks for flexible AMOLED	21
Graph convolutional network‐based image matting algorithm for computer vision applications	21
TLBP: Tomography‐Aided Local Binary Patterns With High Discrimination for Image Classification	21
Real‐time defect detection method based on YOLO‐GSS at the edge end of a transmission line	21
EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens	21
Multi‐Task Collaboration for Cross‐Modal Generation and Multi‐Modal Ophthalmic Diseases Diagnosis	20
Efficient method for detecting targets from remote sensing images based on global attention mechanism	20
Learning Discriminative Palmprint Anti‐Spoofing Features via High‐Frequency Spoofing Regions Adaptation	20
Multi‐Channel Deep Pulse‐Coupled Net: A Novel Bearing Fault Diagnosis Framework	19
Gaussian noise parameter estimation based on multiple singular value decomposition and non‐linear fitting	19
An accurate shared bicycle detection network based on faster R‐CNN	19
Image representation and reconstruction by compositing Gaussian ellipses	18
Video object detection via space–time feature aggregation and result reuse	18
Fast 3D‐HEVC inter coding using data mining and machine learning	18
Few‐shot real scenes convolutional anchor clustering twin network for hyperspectral image classification	17
Corrigendum	17
Brain tumour segmentation of MR images based on custom attention mechanism with transfer‐learning	17
AI‐powered automated analysis of bone scans: A survey	17
Integration of lightweight cryptography and watermarking with compression for high speed and reliable communication of digital images in IoT	17
Disentangled and controllable sketch creation based on disentangling the structure and color enhancement	17
UHA‐CycleGAN: Unpaired hybrid attention network based on CycleGAN for terahertz image super‐resolution	17
Water‐surface infrared small object detection based on spatial feature weighting and class balancing method	17
Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization	16
Salient region growing based on Gaussian pyramid	16
Light field imaging technology for virtual reality content creation: A review	16
Classification of hand‐wrist maturity level based on similarity matching	16
PCAF‐Net: A liver segmentation network based on deep learning	16
A deep learning method for video‐based action recognition	16
Four‐branch Siamese network based on sketch‐specific data augmentation for sketch recognition	16
PaI‐Net: A modified U‐Net of reducing semantic gap for surgical instrument segmentation	16
Inferior alveolar nerve canal segmentation by local features based neural network model	16
Spatio‐temporal attention modules in orientation‐magnitude‐response guided multi‐stream CNNs for human action recognition	15
Research on a multi‐scale degradation fusion network in all‐in‐one image restoration	15
Unsupervised hyperspectral images classification using hypergraph convolutional extreme learning machines	15
LPNet: A remote sensing scene classification method based on large kernel convolution and parameter fusion	14
A novel NAM‐based image segmentation using hierarchical density‐based spatial clustering	14
Ensemble cross‐stage partial attention network for image classification	14
Two‐stage coarse‐to‐fine method for pathological images in medical decision‐making systems	14
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Optimizing chest tuberculosis image classification with oversampling and transfer learning	13
Multi‐similarity based hyperrelation network for few‐shot segmentation	13
A dual quantum image feature extraction method: PSQIFE	13
Continuous digital zooming using generative adversarial networks for dual camera system	13
Mixed‐attention‐based regional soft partition network for vehicle reidentification	13
FPNFuse: A lightweight feature pyramid network for infrared and visible image fusion	13

A novel blind tamper detection and localization scheme for multiple faces in digital images	13
Robustly correlated key‐medical image for DNA‐chaos based encryption	13
Image resolution and contrast enhancement with optimal brightness compensation using wavelet transforms and particle swarm optimization	13
TTMRI: Multislice texture transformer network for undersampled MRI reconstruction	13
Quantitative feature classification for breast ultrasound images using improved naive bayes	13
Human elbow flexion behaviour recognition based on posture estimation in complex scenes	13
Automatic license plate recognition on microprocessors and custom computing platforms: A review	13
Dynamic‐difference based generative adversarial network for coal‐rock fracture evolution prediction	12
Underwater image enhancement via a channel‐wise transmission estimation network	12
A Siamese network optimization using genetic algorithm for brain diseases	12
Hamate classification method based on feature‐enhanced residual network and probabilistic joint judgment	12
Edge feature enhancement approach using hilbert transform of Cauchy distribution and its applications	12
Feature difference for single‐shot object detection	12
A DenseNet‐based feature weighting convolutional network recognition model and its application in industrial part classification	12
Semi‐supervised learning dehazing algorithm based on the OSV model	12
A modified 3D EfficientNet for the classification of Alzheimer's disease using structural magnetic resonance images	12
HollowBox: An anchor‐free UAV detection method	12
Intracranial hematoma segmentation on head CT based on multiscale convolutional neural network and transformer	11
Fisheye image rectification and restoration based on Swin Transformer	11
Noise2Variance: Dual networks with variance constraint for self‐supervised real‐world image denoising	11
Blood vessel and background separation for retinal image quality assessment	11
Single image denoising based on adaptive fusion dual‐domain network	11
JOA‐GAN: An improved single‐image super‐resolution network for remote sensing based on GAN	11
3D zebrafish tracking with topology association	11
An improved nonlocal means‐based correction strategy for mixed noise removal	11
Depth‐aware lightweight network for RGB‐D salient object detection	11
HNSF Log‐Demons: Diffeomorphic demons registration using hierarchical neighbourhood spectral features	11
Dynamic thresholding for video anomaly detection	11
LPAM: A lightweight medical segmentation network based on Mamba improved by prompt attention	11
TRACL: Temporal reconstruction and adaptive consistency loss for semi‐supervised video semantic segmentation	11
A novel shape classification method using 1‐D convolutional neural networks	11
Improved BlendMask: Nuclei instance segmentation for medical microscopy images	11
Non‐negative low‐rank adaptive preserving sparse matrix regression model for supervised image feature selection and classification	10
FishFocusNet: An improved method based on YOLOv8 for underwater tropical fish identification	10
Combine unlabeled with labeled MR images to measure acute ischemic stroke lesion by stepwise learning	10
A comparative study on deep feature selection methods for skin lesion classification	10
OLODN: An efficient lightweight people detection method for occlusion and crowding scenarios	10
MMDA: Multi‐person marginal distribution awareness for monocular 3D pose estimation	10
Multimodal sentiment analysis based on multi‐stage graph fusion networks under random missing modality conditions	10
A small‐target traffic sign detection algorithm based on partial conv and atrous spatial pyramid	10
A generative adversarial network model fused with a self‐attention mechanism for the super‐resolution reconstruction of ancient murals	10
Learning adaptive motion search for fast versatile video coding in visual surveillance systems	10
A feasibility analysis of image approximation with image quality assessments	10
Attention‐based hierarchical pyramid feature fusion structure for efficient face recognition	10
Research on the object detection in complex scenes using diagonal distance	10
A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems	10
A Markov random field based method for removing invalid unwrapping phase points in 3D reconstruction	10
Improved SwinTrack single target tracking algorithm based on spatio‐temporal feature fusion	10
LiteDEKR: End‐to‐end lite 2D human pose estimation network	10
An image inpainting method based on generative adversarial networks inversion and autoencoder	9
TMNIO:Triplet merged network with involution operators for improved few‐shot image classification	9
Multi‐source to multi‐target domain adaptation method based on similarity measurement	9
A multi‐path residual network for image denoising based on edge prior information	9
Diverse branch feature refinement network for efficient multi‐scale super‐resolution	9
Image segmentation by selecting eigenvectors based on extended information entropy	9
TIM‐Net: A multi‐label classification network for TCM tongue images fusing global‐local features	9
A photo‐based quality assessment model for the estimation of PM2.5 concentrations	9
Improving YOLOv8 with parallel frequency channel attention for taxi passengers	9
Improvement of ship target detection algorithm for YOLOv7‐tiny	9
Optimized dehazing algorithm based on dark channel prior with Gabor filter and multiscale minimum filter	9
Pix2PixSSR: Spatial super‐resolution synthesis and visualization for time‐varying volumetric data	9
Component‐based nearest neighbour subspace clustering	9
Retinex decomposition based low‐light image enhancement by integrating Swin transformer and U‐Net‐like architecture	9
Research on image scaling algorithm for granular image detection	9
B‐splines image approximation using resampled chordal parameterization	9
Pansharpening scheme using spatial detail injection–based convolutional neural networks	9
Target localization and defect detection of distribution insulators based on ECA‐SqueezeNet and CVAE‐GAN	9
A blind contour‐aware quality model for sonar images	9
A multidimensional fusion image stereo matching algorithm	9
MW‐SAM:Mangrove wetland remote sensing image segmentation network based on segment anything model	9
Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID‐19 lung infection segmentation in computed tomography images	9
Synchronization of Boolean networks with chaos‐driving and its application in image cryptosystem	9
Feature‐based no‐reference video quality assessment using Extra Trees	9
Hierarchical multi‐modal video summarization with dynamic sampling	9
Fusing angular features for skeleton‐based action recognition using multi‐stream graph convolution network	9
A deep grouping fusion neural network for multimedia content understanding	9
Anisotropic sparse transformation for spectral CT image reconstruction	9
Road extraction from high resolution remote sensing image via a deep residual and pyramid pooling network	9
Metric‐based pill recognition with the help of textual and visual cues	9
Low‐light image enhancement based on exponential Retinex variational model	8

MSAR‐DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution	8
QTMT‐LNN: A fast intra CU partition using lightweight neural network for 360‐degree video coding on VVC	8
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Yeast cell detection in color microscopic images using ROC‐optimized decoloring and segmentation	8
A semi‐supervised segmentation network fusing pseudo‐label with multi‐level feature consistency correction for hard exudates	8
DMA‐Net: Dual multi‐instance attention network for X‐ray image classification	8
Color subspace exploring for natural image matting	8
An efficient hyperspectral image classification method for limited training data	8
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An improved generative adversarial network for remote sensing image super‐resolution	8
LESC: Superpixel cut‐based local expansion for accurate stereo matching	8
A deep learning approach for the classification of TB from NIH CXR dataset	8
Network architecture for single image super‐resolution: A comprehensive review and comparison	8
MACN: A cascade defect detection for complex background based on mixture attention mechanism	8
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Tensor dimensionality reduction via mode product and HSIC	8
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Motion stereo at sea: Dense 3D reconstruction from image sequences monitoring conveyor systems on board fishing vessels	8
Topology‐aware anatomical segmentation of the Circle of Willis: HUNet unveils the vascular network	8
MAMask: Multi‐feature aggregation instance segmentation with pyramid attention mechanism	8
Image super‐resolution reconstruction based on implicit image functions	8
Erratum: Secure high capacity tetris‐based scheme for data hiding	8
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Dual‐attention guided network for facial action unit detection	8
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Rich‐scale feature fusion network for salient object detection	7
STDC‐MA network for semantic segmentation	7
Real‐time face perception based encoding strategy optimization method for UHD videos	7
SFCN: Symmetric feature comparison network for detecting ischemic stroke lesions on CT images	7
FMR‐YOLO: An improved YOLOv8 algorithm for steel surface defect detection	7
A Face Quality Assessment System for Unattended Face Recognition: Design and Implementation	7
High performance image steganography integrating IWT and Hamming code within secret sharing	7
SSA‐UNet: Whole brain segmentation by U‐Net with squeeze‐and‐excitation block and self‐attention block from the 2.5D slice image	7
SS‐Norm: Spectral‐spatial normalization for single‐domain generalization with application to retinal vessel segmentation	7
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Multiscale spectral‐spatial cross‐extraction network for hyperspectral image classification	7
Salient object detection based on edge‐interior feature fusion	7
Robust face recognition for occluded real‐world images using constrained probabilistic sparse network	7
OsaMOT: Occlusion and scale‐aware multi‐object tracking algorithm for low viewpoint	7
Medical image segmentation using deep learning: A survey	7
An image encryption algorithm based on cascade chaotic map and DNA coding	7
Optimization algorithm for low‐light image enhancement based on Retinex theory	7
Three‐stream RGB‐D salient object detection network based on cross‐level and cross‐modal dual‐attention fusion	7
Unsupervised anomaly detection via dual transformation‐aware embeddings	7
A study on a target detection model for autonomous driving tasks	7
Novel and secure plaintext‐related image encryption algorithm based on compressive sensing and tent‐sine system	7
Hiding image into image with hybrid attention mechanism based on GANs	7
Gaussian Process‐Driven Semi‐Supervised Single‐Image Rain Removal: Enhancing Real‐Scene Generalizability	7
High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE	7
A review of intelligent ship marine object detection based on RGB camera	7
Reliable metrics‐based linear regression model for multilevel privacy measurement of face instances	7
Deep learning‐based COVID‐19 diagnosis using CT scans with laboratory and physiological parameters	6
Spatial and long–short temporal attention correlation filters for visual tracking	6
Small insulator target detection based on multi‐feature fusion	6
Hyperspectral anomaly detection via weighted‐sparsity‐regularized tensor linear representation	6
Image defogging based on amended dark channel prior and 4‐directional L1 regularisation	6
Multilevel histogram shape‐based image watermarking invariant to geometric attacks	6
Consensus rule for wheat cultivar classification on VL, VNIR and SWIR imaging	6
Cervical‐YOSA: Utilizing prompt engineering and pre‐trained large‐scale models for automated segmentation of multi‐sequence MRI images in cervical cancer	6
River boundary detection and autonomous cruise for unmanned surface vehicles	6
Effectiveness of specularity removal from hyperspectral images in the colour spectral measurement of wool fibres	6
Object detection network based on dense dilated encoder net	6
A selective image encryption scheme using LICC hyperchaotic system	6
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Explore the potential of deep learning and hyperchaotic map in the meaningful visual image encryption scheme	6
VPDet: Refined region CNN for hair follicle recognition in arbitrary angle	6
CFNet: Context fusion network for multi‐focus images	6
A novel decoder based on Bayesian rules for task‐driven object segmentation	6
RFLSE: Joint radiomics feature‐enhanced level‐set segmentation for low‐contrast SPECT/CT tumour images	6
3D position and pose measurement based on coded light field	6
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Visual information perception system of coal mine comprehensive excavation working face for edge computing terminal	6
Polarimetric SAR image classification using binary coding‐based polarimetric‐morphological features	6
Insulator detection based on FA‐YOLO network with improved feature extraction ability	6
Video frame interpolation via residual blocks and feature pyramid networks	6
Human stability assessment and fall detection based on dynamic descriptors	6
Single sample per person face recognition algorithm based on the robust prototype dictionary and robust variation dictionary construction	6
ADF‐Net: Attention‐guided deep feature decomposition network for infrared and visible image fusion	6
DCACorrCapsNet: A deep channel‐attention correlative capsule network for COVID‐19 detection based on multi‐source medical images	6
Two‐stage learning framework for single image deraining	6
A graph convolutional neural network model with Fisher vector encoding and channel‐wise spatial‐temporal aggregation for skeleton‐based action recognition	6
Improved Few‐Shot Object Detection Method Based on Faster R‐CNN	6
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Learning neural implicit surfaces with local probability standard variance	6
LGS‐Net: A lightweight convolutional neural network based on global feature capture for spatial image steganalysis	6
A new network model for multiple object detection for autonomous vehicle detection in mining environment	6
Video‐based action recognition using spurious‐3D residual attention networks	6
Spotting micro‐movements in image sequence by introducing intelligent cubic‐LBP	6
Exploiting robust unsupervised video person re‐identification	6
An image cipher system based on networked chaotic map with parameter q	6
Two‐stage local attention network for salient object detection in remote sensing images	6
FAFEnet: A fast and accurate model for automatic license plate detection and recognition	6
Multi‐feature fusion‐based strabismus detection for children	6
MAM: A multipath attention mechanism for image recognition	6