IET Image Processing

Article	Citations
Medical image segmentation using deep learning: A survey	204
Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture	91
Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector	77
Novel image encryption by combining dynamic DNA sequence encryption and the improved 2D logistic sine map	62
DenseUNet: densely connected UNet for electron microscopy image segmentation	58
Retracted: Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images	56
Identification of plant disease images via a squeeze‐and‐excitation MobileNet model and twice transfer learning	56
Retracted: Jointly network image processing: multi‐task image semantic segmentation of indoor scene based on CNN	53
CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor	53
Convolutional neural network for smoke and fire semantic segmentation	50
Tomato leaf disease classification by exploiting transfer learning and feature concatenation	47
COVID‐19 disease severity assessment using CNN model	46
Survey of single image super‐resolution reconstruction	45
Ring oscillator as confusion – diffusion agent: a complete TRNG drove image security	44
Dual branch convolutional neural network for copy move forgery detection	43
Unified deep learning approach for prediction of Parkinson's disease	41
Advanced framework for highly secure and cloud‐based storage of colour images	38
Review of surface defect detection of steel products based on machine vision	37
Deep learning algorithm for breast masses classification in mammograms	37
Identification of malnutrition and prediction of BMI from facial images using real‐time image processing and machine learning	35
DeepJoint segmentation for the classification of severity‐levels of glioma tumour using multimodal MRI images	35
Coal gangue detection and recognition algorithm based on deformable convolution YOLOv3	34
An optimized YOLO‐based object detection model for crop harvesting system	32
Segmentation of osteosarcoma in MRI images by K‐means clustering, Chan‐Vese segmentation, and iterative Gaussian filtering	31
Multimodal biometric recognition systems using deep learning based on the finger vein and finger knuckle print fusion	29

Deep coordinate attention network for single image super‐resolution	29
Defect detection of printed circuit board based on lightweight deep convolution network	28
Anomaly detection in video sequences: A benchmark and computational model	25
E2‐capsule neural networks for facial expression recognition using AU‐aware attention	25
Fusion‐based simultaneous estimation of reflectance and illumination for low‐light image enhancement	24
Efficient computer‐aided diagnosis technique for leukaemia cancer detection	24
Medical image segmentation using deep learning with feature enhancement	22
Deep learning for occluded and multi‐scale pedestrian detection: A review	22
IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network	22
Hyperspectral image, video compression using sparse tucker tensor decomposition	22
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review	22
Automatic facial expression recognition combining texture and shape features from prominent facial regions	21
Dynamic gesture recognition based on feature fusion network and variant ConvLSTM	21
Deep visual unsupervised domain adaptation for classification tasks: a survey	21
A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction	21
Image encryption algorithm for crowd data based on a new hyperchaotic system and Bernstein polynomial	21
Lemon‐YOLO: An efficient object detection method for lemons in the natural environment	21
Robustly correlated key‐medical image for DNA‐chaos based encryption	21
Accurate leukocoria predictor based on deep VGG‐net CNN technique	20
MaskHunter: real‐time object detection of face masks during the COVID‐19 pandemic	20
Graph‐based saliency and ensembles of convolutional neural networks for glaucoma detection	20
Unsupervised multiscale retinal blood vessel segmentation using fundus images	20
Accurate and efficient vehicle detection framework based on SSD algorithm	20
Multi‐image encryption algorithm based on image hash, bit‐plane decomposition and dynamic DNA coding	19
Classification of breast mass in two‐view mammograms via deep learning	19
Automatic recognition and location system for electric vehicle charging port in complex environment	19
Trident‐YOLO: Improving the precision and speed of mobile device object detection	19
Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm	19
Fast ship detection based on lightweight YOLOv5 network	19
Novel breast cancer classification framework based on deep learning	19
Underwater image restoration: A state‐of‐the‐art review	18
Segmentation of lung airways based on deep learning methods	18
Optimised CNN in conjunction with efficient pooling strategy for the multi‐classification of breast cancer	18
Real‐world super‐resolution of face‐images from surveillance cameras	17
A review of approaches investigated for right ventricular segmentation using short‐axis cardiac MRI	17
Automated fish cage net inspection using image processing techniques	17
ResDNN: deep residual learning for natural image denoising	17
MapReduce framework based big data clustering using fractional integrated sparse fuzzy C means algorithm	17
Optimised robust watermarking technique using CKGSA in DCT‐SVD domain	17
Real time detection of driver fatigue based on CNN‐LSTM	17
Hyperspectral image classification using 3D 2D CNN	16
Road infrared target detection with I‐YOLO	16
An effective model for the iris regional characteristics and classification using deep learning alex network	16
Image copy‐move forgery detection algorithm based on ORB and novel similarity metric	16
Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images	16
Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization	16
Object scale selection of hierarchical image segmentation with deep seeds	15
Automatic detection of safety helmet wearing based on head region location	15
Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images	15
A bi‐directional fractional‐order derivative mask for image processing applications	15

Efficient image classification technique for weather degraded fruit images	15
Smart feature extraction and classification of hyperspectral images based on convolutional neural networks	15
Dense optical flow based background subtraction technique for object segmentation in moving camera environment	15
Classification of magnetic resonance images for brain tumour detection	15
Vehicle detection in aerial images based on lightweight deep convolutional network	15
Multi‐modal image fusion based on saliency guided in NSCT domain	15
Optimized deep learning model for mango grading: Hybridizing lion plus firefly algorithm	15
An image denoising algorithm based on adaptive clustering and singular value decomposition	15
A hybrid BPSO‐SVM for feature selection and classification of ocular health	14
Depth map artefacts reduction: a review	14
Multi‐view intrinsic low‐rank representation for robust face recognition and clustering	14
Self‐guided filter for image denoising	14
Social bat optimisation dependent deep stacked auto‐encoder for skin cancer detection	14
An image enhancement algorithm of video surveillance scene based on deep learning	14
PReLU and edge‐aware filter‐based image denoiser using convolutional neural network	14
Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques	14
CPC‐GSCT: Visual quality assessment for coloured point cloud based on geometric segmentation and colour transformation	13
Sonar image mosaic based on a new feature matching method	13
Fast visual saliency based on multi‐scale difference of Gaussians fusion in frequency domain	13
Row‐level algorithm to improve real‐time performance of glass tube defect detection in the production phase	13
Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model	13
Comprehensive Review of Machine Learning (ML) in Image Defogging: Taxonomy of Concepts, Scenes, Feature Extraction, and Classification techniques	13
Gender discrimination, age group classification and carried object recognition from gait energy image using fusion of parallel convolutional neural network	13
EAOD‐Net: Effective anomaly object detection networks for X‐ray images	13
Online variational inference on finite multivariate Beta mixture models for medical applications	13
A new blind image denoising method based on asymmetric generative adversarial network	13
Classifying functional nuclear images with convolutional neural networks: a survey	13
Two viewpoints based real‐time recognition for hand gestures	13
Research on fatigue detection based on visual features	12
SAR image despeckling using deep CNN	12
SAR image denoising based on multifractal feature analysis and TV regularisation	12
Automatic grading of brain tumours using LSTM neural networks on magnetic resonance spectroscopy signals	12
High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE	12
Improved algorithm for multiple sclerosis diagnosis in MRI using convolutional neural network	12
Comparative analysis of texture feature extraction techniques for rice grain classification	12
Target distance measurement method using monocular vision	12
Localised edge‐region‐based active contour for medical image segmentation	12
A combination of feature extraction methods and deep learning for brain tumour classification	12
A screen‐shooting resilient document image watermarking scheme using deep neural network	12
UDA‐Net: Densely attention network for underwater image enhancement	12
An unsupervised multi‐focus image fusion method based on Transformer and U‐Net	12
Enhancement algorithm for high visibility of underwater images	12
A low‐light image enhancement method based on bright channel prior and maximum colour channel	12
An effective weighted vector median filter for impulse noise reduction based on minimizing the degree of aggregation	11
Detection, quantification and classification of ripened tomatoes: a comparative analysis of image processing and machine learning	11
Deep learning‐based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning	11
A dual‐attention V‐network for pulmonary lobe segmentation in CT scans	11
Pre‐training of gated convolution neural network for remote sensing image super‐resolution	11
Road crack detection network under noise based on feature pyramid structure with feature enhancement (road crack detection under noise)	11
Hybrid deep learning and machine learning approach for passive image forensic	11
Low‐light image enhancement based on Retinex decomposition and adaptive gamma correction	11
Deep facial emotion recognition in video using eigenframes	11
Urdu handwritten text recognition: a survey	11
Keypoint based comprehensive copy‐move forgery detection	11
Fractional‐order generalized Laguerre moments and moment invariants for grey‐scale image analysis	11
Detail texture detection based on Yolov4‐tiny combined with attention mechanism and bicubic interpolation	11
Hybrid DSSCS and convolutional neural network for peripheral blood cell recognition system	11
A selective image encryption scheme using LICC hyperchaotic system	11
Novel and secure plaintext‐related image encryption algorithm based on compressive sensing and tent‐sine system	11
NHNet: A non‐local hierarchical network for image denoising	11
A novel face recognition method based on fusion of LBP and HOG	11
An improved tongue image segmentation algorithm based on Deeplabv3+ framework	11
Image decomposition and denoising using fractional‐order partial differential equations	11
Fast and robust image watermarking method in the spatial domain	11
Robust segmentation of the colour image by fusing the SDD clustering results from different colour spaces	11
A robust tracking algorithm for a human‐following mobile robot	11
Unsupervised automated retinal vessel segmentation based on Radon line detector and morphological reconstruction	10
3D reconstruction of spine image from 2D MRI slices along one axis	10
Composite attacks‐based copy‐move image forgery detection using AKAZE and FAST with automatic contrast thresholding	10
Comprehensive evaluation of image enhancement for unsupervised image description and matching	10
KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video	10
Colour image enhancement with brightness preservation and edge sharpening using a heat conduction matrix	10
Multi‐exposure image fusion based on feature evaluation with adaptive factor	10
Robust object detection under harsh autonomous‐driving environments	10
Reversible data hiding for encrypted image based on adaptive prediction error coding	10
Colour balance and contrast stretching for sand‐dust image enhancement	10
YOLOFig detection model development using deep learning	10
Method of multi‐region tumour segmentation in brain MRI images using grid‐based segmentation and weighted bee swarm optimisation	10
Review of automated segmentation approaches for knee images	9
Adaptive aggregation with self‐attention network for gastrointestinal image classification	9

An automatic feature selection and classification framework for analyzing ultrasound kidney images using dragonfly algorithm and random forest classifier	9
Underwater image enhancement based on colour correction and fusion	9
Falling motion detection algorithm based on deep learning	9
Brain tumour detection in magnetic resonance imaging using Levenberg–Marquardt backpropagation neural network	9
Structure preservation in content‐aware image retargeting using multi‐operator	9
Image denoising method based on variable exponential fractional‐integer‐order total variation and tight frame sparse regularization	9
A new recognition algorithm for high‐voltage lines based on improved LSD and convolutional neural networks	9
Underwater sonar image classification using generative adversarial network and convolutional neural network	9
Atom search‐Jaya‐based deep recurrent neural network for liver cancer detection	9
Adaptive road detection method combining lane line and obstacle boundary	9
Printed Persian OCR system using deep learning	9
Proximal approach to denoising hyperspectral images under mixed‐noise model	9
Morphological geodesic active contour algorithm for the segmentation of the histogram‐equalized welding bead image edges	9
A method of underwater bridge structure damage detection method based on a lightweight deep convolutional network	9
Segmentation using fuzzy cluster‐based thresholding method for apple fruit sorting	9
Segregation of meaningful strokes, a pre‐requisite for self co‐articulation removal in isolated dynamic gestures	9
A thorough review of models, evaluation metrics, and datasets on image captioning	9
Multi‐head mutual‐attention CycleGAN for unpaired image‐to‐image translation	9
A high‐performance insulators location scheme based on YOLOv4 deep learning network with GDIoU loss function	9
Automatic 3D point cloud registration algorithm based on triangle similarity ratio consistency	9
Image classification using convolutional neural network with wavelet domain inputs	9
DuGAN: An effective framework for underwater image enhancement	9
Glioma classification framework based on SE‐ResNeXt network and its optimization	9
Image compression using adaptive multiresolution image decomposition algorithm	9
Sparse representation for face recognition: A review paper	9
Compressed dual‐channel neural network with application to image‐based smoke detection	9
Multi‐level features extraction network with gating mechanism for crowd counting	9
MSAR‐DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution	9
Open‐set iris recognition based on deep learning	8
Target tracker with masked discriminative correlation filter	8
Medical image fusion and noise suppression with fractional‐order total variation and multi‐scale decomposition	8
AC‐SDBSCAN: Toward concealed object detection of passive terahertz images	8
Reversible data hiding in encrypted images for coding channel based on adaptive steganography	8
Active contours driven by modified LoG energy term and optimised penalty term for image segmentation	8
Underwater image enhancement with latent consistency learning‐based color transfer	8
A non‐invertible transformation based technique to protect a fingerprint template	8
Subcutaneous sweat pore estimation from optical coherence tomography	8
HU‐PageScan: a fully convolutional neural network for document page crop	8
ESA‐CycleGAN: Edge feature and self‐attention based cycle‐consistent generative adversarial network for style transfer	8
Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier	8
A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain	8
Retracted: Improved artificial bee colony algorithm with opposition‐based learning	8
EKFPnP: extended Kalman filter for camera pose estimation in a sequence of images	8
Image multi‐encryption architecture based on hybrid keystream sequence interspersed with Haar discrete wavelet transform	8
Survey on mixed impulse and Gaussian denoising filters	8
Efficient and unified license plate recognition via lightweight deep neural network	8
NSST domain CT–MR neurological image fusion using optimised biologically inspired neural network	8
Combination of multi‐scale and residual learning in deep CNN for image denoising	8
A modified 3D EfficientNet for the classification of Alzheimer's disease using structural magnetic resonance images	8
Infrared small target detection based on non‐convex triple tensor factorisation	8
Approach to model human appearance based on sparse representation for human tracking in surveillance	8
Hyperspectral remote sensing image classification using combinatorial optimisation based un‐supervised band selection and CNN	8
Infrared and visible image fusion using a shallow CNN and structural similarity constraint	8
Deep forgery discriminator via image degradation analysis	8
Visual saliency based global–local feature representation for skin cancer classification	8
Automatic segmentation and classification of lung tumour using advance sequential minimal optimisation techniques	8
Hard exudate segmentation in retinal image with attention mechanism	8
Real‐time facial expression recognition based on iterative transfer learning and efficient attention network	8
EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens	8
Fall detection based on OpenPose and MobileNetV2 network	8
Hybrid feature CNN model for point cloud classification and segmentation	8
A transfer learning‐based system for grading breast invasive ductal carcinoma	7
A fuzzy spectral clustering algorithm for hyperspectral image classification	7
Crowd counting with segmentation attention convolutional neural network	7
Intelligent monitoring method of water quality based on image processing and RVFL‐GMDH model	7
Infrared and visible image fusion based on multi‐channel convolutional neural network	7
Video‐based action recognition using spurious‐3D residual attention networks	7
A method of single‐shot target detection with multi‐scale feature fusion and feature enhancement	7
SAR image classification based on multi‐feature fusion decision convolutional neural network	7
Recognition of cursive video text using a deep learning framework	7
A dense R‐CNN multi‐target instance segmentation model and its application in medical image processing	7
Facial expression recognition based on improved residual network	7
Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction	7
Improved cross entropy loss for noisy labels in vision leaf disease classification	7
Higher order PDE based model for segmenting noisy image	7
Medical image steganographic algorithm via modified LSB method and chaotic map	7
MCRD‐Net: An unsupervised dense network with multi‐scale convolutional block attention for multi‐focus image fusion	7
Image encryption algorithm based on cascaded chaotic map and improved Zigzag transform	7
Exploiting robust unsupervised video person re‐identification	7
Agile reactive navigation for a non‐holonomic mobile robot using a pixel processor array	7
A deep learning approach for the classification of TB from NIH CXR dataset	7
Infrared and visible image fusion using multi‐scale NSCT and rolling‐guidance filter	7
Learning an adaptive model for extreme low‐light raw image processing	7
Acceleration of multi‐task cascaded convolutional networks	7
An image layered scrambling encryption algorithm based on a novel discrete chaotic map	7
A deep learning‐based method for pixel‐level crack detection on concrete bridges	7
Automatic image segmentation based on label propagation	7
Evaluation of nano‐filler dispersion quality in polymeric films with binary feature characteristics and fractal analysis	7
Ensemble learning‐based COVID‐19 detection by feature boosting in chest X‐ray images	7
Multiscale ensemble of convolutional neural networks for skin lesion classification	7
A multi‐class COVID‐19 segmentation network with pyramid attention and edge loss in CT images	7
High‐resolution optical‐to‐SAR image registration using mutual information and SPSA optimisation	7
An efficient semantic segmentation method based on transfer learning from object detection	7
Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial‐aware booster	7
Retracted: KSSD: single‐stage multi‐object detection algorithm with higher accuracy	7