IET Image Processing

Article	Citations
Medical image segmentation using deep learning: A survey	308
Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture	98
Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector	93
Identification of plant disease images via a squeeze‐and‐excitation MobileNet model and twice transfer learning	67
CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor	60
Convolutional neural network for smoke and fire semantic segmentation	58
Review of surface defect detection of steel products based on machine vision	58
Tomato leaf disease classification by exploiting transfer learning and feature concatenation	57
Retracted: Jointly network image processing: multi‐task image semantic segmentation of indoor scene based on CNN	53
COVID‐19 disease severity assessment using CNN model	51
An optimized YOLO‐based object detection model for crop harvesting system	49
Dual branch convolutional neural network for copy move forgery detection	48
Coal gangue detection and recognition algorithm based on deformable convolution YOLOv3	39
Multimodal biometric recognition systems using deep learning based on the finger vein and finger knuckle print fusion	38
Segmentation of osteosarcoma in MRI images by K‐means clustering, Chan‐Vese segmentation, and iterative Gaussian filtering	33
Identification of malnutrition and prediction of BMI from facial images using real‐time image processing and machine learning	32
Deep coordinate attention network for single image super‐resolution	31
Anomaly detection in video sequences: A benchmark and computational model	31
Defect detection of printed circuit board based on lightweight deep convolution network	30
Deep learning for occluded and multi‐scale pedestrian detection: A review	30
Automatic facial expression recognition combining texture and shape features from prominent facial regions	30
Efficient computer‐aided diagnosis technique for leukaemia cancer detection	28
IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network	27
Lemon‐YOLO: An efficient object detection method for lemons in the natural environment	26
Underwater image restoration: A state‐of‐the‐art review	26

Hyperspectral image, video compression using sparse tucker tensor decomposition	26
Deep visual unsupervised domain adaptation for classification tasks: a survey	25
Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images	25
Trident‐YOLO: Improving the precision and speed of mobile device object detection	25
Classification of breast mass in two‐view mammograms via deep learning	25
A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction	24
Multi‐image encryption algorithm based on image hash, bit‐plane decomposition and dynamic DNA coding	24
Fusion‐based simultaneous estimation of reflectance and illumination for low‐light image enhancement	24
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review	24
Image encryption algorithm for crowd data based on a new hyperchaotic system and Bernstein polynomial	23
Robustly correlated key‐medical image for DNA‐chaos based encryption	23
Accurate and efficient vehicle detection framework based on SSD algorithm	23
MaskHunter: real‐time object detection of face masks during the COVID‐19 pandemic	23
Real‐world super‐resolution of face‐images from surveillance cameras	22
Real time detection of driver fatigue based on CNN‐LSTM	22
An effective model for the iris regional characteristics and classification using deep learning alex network	22
Graph‐based saliency and ensembles of convolutional neural networks for glaucoma detection	22
Fast ship detection based on lightweight YOLOv5 network	21
Segmentation of lung airways based on deep learning methods	21
Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images	19
Novel and secure plaintext‐related image encryption algorithm based on compressive sensing and tent‐sine system	19
Optimised CNN in conjunction with efficient pooling strategy for the multi‐classification of breast cancer	18
A screen‐shooting resilient document image watermarking scheme using deep neural network	18
Optimized deep learning model for mango grading: Hybridizing lion plus firefly algorithm	18
CPC‐GSCT: Visual quality assessment for coloured point cloud based on geometric segmentation and colour transformation	18
Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques	18
Road infrared target detection with I‐YOLO	18
Keypoint based comprehensive copy‐move forgery detection	17
A review of approaches investigated for right ventricular segmentation using short‐axis cardiac MRI	17
Object scale selection of hierarchical image segmentation with deep seeds	17
PReLU and edge‐aware filter‐based image denoiser using convolutional neural network	17
Vehicle detection in aerial images based on lightweight deep convolutional network	17
Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization	17
Hyperspectral image classification using 3D 2D CNN	16
Automatic detection of safety helmet wearing based on head region location	16
A combination of feature extraction methods and deep learning for brain tumour classification	16
An image denoising algorithm based on adaptive clustering and singular value decomposition	16
Detail texture detection based on Yolov4‐tiny combined with attention mechanism and bicubic interpolation	16
EAOD‐Net: Effective anomaly object detection networks for X‐ray images	16
An improved tongue image segmentation algorithm based on Deeplabv3+ framework	16
Comprehensive Review of Machine Learning (ML) in Image Defogging: Taxonomy of Concepts, Scenes, Feature Extraction, and Classification techniques	16
YOLOFig detection model development using deep learning	16
Social bat optimisation dependent deep stacked auto‐encoder for skin cancer detection	16
An unsupervised multi‐focus image fusion method based on Transformer and U‐Net	15
A hybrid BPSO‐SVM for feature selection and classification of ocular health	15
Research on fatigue detection based on visual features	15
Multi‐view intrinsic low‐rank representation for robust face recognition and clustering	15
Fast visual saliency based on multi‐scale difference of Gaussians fusion in frequency domain	15
Reversible data hiding for encrypted image based on adaptive prediction error coding	15
UDA‐Net: Densely attention network for underwater image enhancement	15

Gender discrimination, age group classification and carried object recognition from gait energy image using fusion of parallel convolutional neural network	15
An image enhancement algorithm of video surveillance scene based on deep learning	15
Brain tumour segmentation framework with deep nuanced reasoning and Swin‐T	14
Efficient image classification technique for weather degraded fruit images	14
Image segmentation technology based on transformer in medical decision‐making system	14
Two viewpoints based real‐time recognition for hand gestures	14
Online variational inference on finite multivariate Beta mixture models for medical applications	14
Localised edge‐region‐based active contour for medical image segmentation	14
A new blind image denoising method based on asymmetric generative adversarial network	14
ESA‐CycleGAN: Edge feature and self‐attention based cycle‐consistent generative adversarial network for style transfer	14
Colour balance and contrast stretching for sand‐dust image enhancement	14
Hybrid DSSCS and convolutional neural network for peripheral blood cell recognition system	14
A low‐light image enhancement method based on bright channel prior and maximum colour channel	14
Unsupervised automated retinal vessel segmentation based on Radon line detector and morphological reconstruction	13
Pre‐training of gated convolution neural network for remote sensing image super‐resolution	13
A robust tracking algorithm for a human‐following mobile robot	13
A modified 3D EfficientNet for the classification of Alzheimer's disease using structural magnetic resonance images	13
A novel face recognition method based on fusion of LBP and HOG	13
SAR image despeckling using deep CNN	13
Fast and robust image watermarking method in the spatial domain	13
A selective image encryption scheme using LICC hyperchaotic system	13
Review of automated segmentation approaches for knee images	13
Intelligent monitoring method of water quality based on image processing and RVFL‐GMDH model	13
Robust object detection under harsh autonomous‐driving environments	13
High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE	13
SAR image classification based on multi‐feature fusion decision convolutional neural network	12
Underwater image enhancement with latent consistency learning‐based color transfer	12
Facial expression recognition based on improved residual network	12
Image classification using convolutional neural network with wavelet domain inputs	12
Fractional‐order generalized Laguerre moments and moment invariants for grey‐scale image analysis	12
SAR image denoising based on multifractal feature analysis and TV regularisation	12
A thorough review of models, evaluation metrics, and datasets on image captioning	12
Low‐light image enhancement based on Retinex decomposition and adaptive gamma correction	12
MobileTrack: Siamese efficient mobile network for high‐speed UAV tracking	12
An automatic feature selection and classification framework for analyzing ultrasound kidney images using dragonfly algorithm and random forest classifier	12
Brain tumour detection in magnetic resonance imaging using Levenberg–Marquardt backpropagation neural network	12
Road crack detection network under noise based on feature pyramid structure with feature enhancement (road crack detection under noise)	12
Multi‐domain autonomous driving dataset: Towards enhancing the generalization of the convolutional neural networks in new environments	12
Enhancement algorithm for high visibility of underwater images	12
Improved algorithm for multiple sclerosis diagnosis in MRI using convolutional neural network	12
A method of underwater bridge structure damage detection method based on a lightweight deep convolutional network	12
Multi‐exposure image fusion based on feature evaluation with adaptive factor	12
A high‐performance insulators location scheme based on YOLOv4 deep learning network with GDIoU loss function	11
Multi‐layer random walker image segmentation for overlapped cervical cells using probabilistic deep learning methods	11
A dual‐attention V‐network for pulmonary lobe segmentation in CT scans	11
Survey on mixed impulse and Gaussian denoising filters	11
Composite attacks‐based copy‐move image forgery detection using AKAZE and FAST with automatic contrast thresholding	11
MSAR‐DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution	11
Atom search‐Jaya‐based deep recurrent neural network for liver cancer detection	11
Underwater image enhancement based on colour correction and fusion	11
Falling motion detection algorithm based on deep learning	11
AC‐SDBSCAN: Toward concealed object detection of passive terahertz images	11
Brain tumour cell segmentation and detection using deep learning networks	11
NHNet: A non‐local hierarchical network for image denoising	11
An image layered scrambling encryption algorithm based on a novel discrete chaotic map	11
WCE‐DCGAN: A data augmentation method based on wireless capsule endoscopy images for gastrointestinal disease detection	11
Multiscale ensemble of convolutional neural networks for skin lesion classification	11
An effective weighted vector median filter for impulse noise reduction based on minimizing the degree of aggregation	11
Structure preservation in content‐aware image retargeting using multi‐operator	10
Efficient and unified license plate recognition via lightweight deep neural network	10
Fall detection based on OpenPose and MobileNetV2 network	10
Research on reversible image steganography of encrypted image based on image interpolation and difference histogram shift	10
DuGAN: An effective framework for underwater image enhancement	10
Multimodal predictive classification of Alzheimer's disease based on attention‐combined fusion network: Integrated neuroimaging modalities and medical examination data	10
Medical image fusion and noise suppression with fractional‐order total variation and multi‐scale decomposition	10
Segmentation using fuzzy cluster‐based thresholding method for apple fruit sorting	10
A deep learning‐based method for pixel‐level crack detection on concrete bridges	10
A non‐invertible transformation based technique to protect a fingerprint template	10
Comprehensive evaluation of image enhancement for unsupervised image description and matching	10
DGW‐YOLOv8: A small insulator target detection algorithm based on deformable attention backbone and WIoU loss function	10
Colour image segmentation based on a convex K‐means approach	10
Printed Persian OCR system using deep learning	10
Morphological geodesic active contour algorithm for the segmentation of the histogram‐equalized welding bead image edges	10
Medical image steganographic algorithm via modified LSB method and chaotic map	10
Reversible data hiding in encrypted images for coding channel based on adaptive steganography	10
Sparse representation for face recognition: A review paper	10
Hard exudate segmentation in retinal image with attention mechanism	10
High performance image steganography integrating IWT and Hamming code within secret sharing	10
Dual‐view 3D human pose estimation without camera parameters for action recognition	10
KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video	10

Open‐set iris recognition based on deep learning	10
Glioma classification framework based on SE‐ResNeXt network and its optimization	10
Segregation of meaningful strokes, a pre‐requisite for self co‐articulation removal in isolated dynamic gestures	10
Deep forgery discriminator via image degradation analysis	10
A method of single‐shot target detection with multi‐scale feature fusion and feature enhancement	9
Adaptive aggregation with self‐attention network for gastrointestinal image classification	9
Infrared and visible image fusion based on multi‐channel convolutional neural network	9
Efficient video hashing based on low‐rank frames	9
NSST domain CT–MR neurological image fusion using optimised biologically inspired neural network	9
A new recognition algorithm for high‐voltage lines based on improved LSD and convolutional neural networks	9
Single image dehazing based on bright channel prior model and saliency analysis strategy	9
A fuzzy rule‐based system with decision tree for breast cancer detection	9
EKFPnP: extended Kalman filter for camera pose estimation in a sequence of images	9
Automatic image segmentation based on label propagation	9
Real‐time facial expression recognition based on iterative transfer learning and efficient attention network	9
Image encryption algorithm based on 2D‐CLICM chaotic system	9
Image denoising method based on variable exponential fractional‐integer‐order total variation and tight frame sparse regularization	9
PaI‐Net: A modified U‐Net of reducing semantic gap for surgical instrument segmentation	9
A hybrid feature descriptor with Jaya optimised least squares SVM for facial expression recognition	9
Gesture recognition based on modified Yolov5s	9
A dense R‐CNN multi‐target instance segmentation model and its application in medical image processing	9
Compressed dual‐channel neural network with application to image‐based smoke detection	9
Multi‐style Chinese art painting generation of flowers	9
Facial expression recognition using a combination of enhanced local binary pattern and pyramid histogram of oriented gradients features extraction	9
Multi‐level features extraction network with gating mechanism for crowd counting	9
Infrared small target detection based on non‐convex triple tensor factorisation	9
A multi‐class COVID‐19 segmentation network with pyramid attention and edge loss in CT images	9
An efficient semantic segmentation method based on transfer learning from object detection	9
Segmenting lung parenchyma from CT images with gray correlation‐based clustering	9
HU‐PageScan: a fully convolutional neural network for document page crop	9
A transfer learning‐based system for grading breast invasive ductal carcinoma	9
A fuzzy spectral clustering algorithm for hyperspectral image classification	9
Hybrid feature CNN model for point cloud classification and segmentation	8
A novel computer vision‐based approach for monitoring safety harness use in construction	8
CSIS: Compressed sensing‐based enhanced‐embedding capacity image steganography scheme	8
Remote sensing target tracking in satellite videos based on a variable‐angle‐adaptive Siamese network	8
An automatic plant leaf stoma detection method based on YOLOv5	8
A sample‐proxy dual triplet loss function for object re‐identification	8
Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier	8
A role‐entity based human activity recognition using inter‐body features and temporal sequence memory	8
Image encryption algorithm based on cascaded chaotic map and improved Zigzag transform	8
Exploiting robust unsupervised video person re‐identification	8
Subcutaneous sweat pore estimation from optical coherence tomography	8
EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens	8
Meaningful ciphertext encryption algorithm based on bit scrambling, discrete wavelet transform, and improved chaos	8
Pose‐driven human activity anomaly detection in a CCTV‐like environment	8
A single‐stage face detection and face recognition deep neural network based on feature pyramid and triplet loss	8
Jointly human semantic parsing and attribute recognition with feature pyramid structure in EfficientNets	8
A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain	8
Hyperspectral remote sensing image classification using combinatorial optimisation based un‐supervised band selection and CNN	8
Prior‐guided multiscale network for single‐image dehazing	8
Video‐based action recognition using spurious‐3D residual attention networks	8
Quaternion‐based improved cuckoo algorithm for colour UAV image edge detection	8
Two‐stage coarse‐to‐fine method for pathological images in medical decision‐making systems	8
CGGAN: a context‐guided generative adversarial network for single image dehazing	8
Salt and pepper noise removal method based on stationary Framelet transform with non‐convex sparsity regularization	8
A robust and clinically applicable deep learning model for early detection of Alzheimer's	8
Real‐time video anomaly detection for smart surveillance	8
A night low‐illumination image enhancement model based on small probability area filtering and lossless mapping enhancement	8
Ensemble learning‐based COVID‐19 detection by feature boosting in chest X‐ray images	8
Graph wavelet transform for image texture classification	8
SMDAF: A novel keypoint based method for copy‐move forgery detection	8
High‐resolution optical‐to‐SAR image registration using mutual information and SPSA optimisation	8
A deep learning method for video‐based action recognition	7
Unmanned aerial vehicles object detection based on image haze removal under sea fog conditions	7
Scale space Radon transform	7
Generative adversarial network for low‐light image enhancement	7
Geo‐information mapping improves Canny edge detection method	7
Simple algorithm for L 1‐norm regularisation‐based compressed sensing and image restoration	7
Infant brain segmentation based on a combination of VGG‐16 and U‐Net deep neural networks	7
High resolution representation‐based Siamese network for remote sensing image change detection	7
A multi‐focus image fusion method based on multi‐source joint layering and convolutional sparse representation	7
Multi‐feature fusion attention network for single image super‐resolution	7
Application of a novel image moment computation in X‐ray and MRI image watermarking	7
MSR‐FAN: Multi‐scale residual feature‐aware network for crowd counting	7
Bilateral attention network for semantic segmentation	7
Key point detection method for fish size measurement based on deep learning	7
Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction	7
Crowd counting with segmentation attention convolutional neural network	7
Novel segmentation algorithm for jacquard patterns based on multi‐view image fusion	7
Taming mode collapse in generative adversarial networks using cooperative realness discriminators	7
Agile reactive navigation for a non‐holonomic mobile robot using a pixel processor array	7
Two‐stage single image dehazing network using swin‐transformer	7
Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial‐aware booster	7
Residual‐wider convolutional neural network for image recognition	7
A deep learning approach for the classification of TB from NIH CXR dataset	7
Face alignment based on fusion subspace and 3D fitting	7
Improved cross entropy loss for noisy labels in vision leaf disease classification	7
Integrating deep learning and traditional image enhancement techniques for underwater image enhancement	7
A CNN with noise inclined module and denoise framework for hyperspectral image classification	7
MCRD‐Net: An unsupervised dense network with multi‐scale convolutional block attention for multi‐focus image fusion	7
A lightweight and stochastic depth residual attention network for remote sensing scene classification	7
A full‐reference stereoscopic image quality assessment index based on stable aggregation of monocular and binocular visual features	7
A photo‐based quality assessment model for the estimation of PM2.5 concentrations	7
Infrared and visible image fusion using multi‐scale NSCT and rolling‐guidance filter	7