IET Image Processing

Article	Citations
Medical image segmentation using deep learning: A survey	186
Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture	88
Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector	74
Novel image encryption by combining dynamic DNA sequence encryption and the improved 2D logistic sine map	61
DenseUNet: densely connected UNet for electron microscopy image segmentation	56
Identification of plant disease images via a squeeze‐and‐excitation MobileNet model and twice transfer learning	56
Retracted: Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images	56
CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor	53
Parallel strength Pareto evolutionary algorithm‐II based image encryption	52
Retracted: Jointly network image processing: multi‐task image semantic segmentation of indoor scene based on CNN	51
Convolutional neural network for smoke and fire semantic segmentation	48
Survey of single image super‐resolution reconstruction	44
COVID‐19 disease severity assessment using CNN model	44
Ring oscillator as confusion – diffusion agent: a complete TRNG drove image security	43
Tomato leaf disease classification by exploiting transfer learning and feature concatenation	43
Dual branch convolutional neural network for copy move forgery detection	42
Efficient symmetric image encryption by using a novel 2D chaotic system	42
Unified deep learning approach for prediction of Parkinson's disease	39
Advanced framework for highly secure and cloud‐based storage of colour images	38
Deep learning algorithm for breast masses classification in mammograms	35
Review of surface defect detection of steel products based on machine vision	35
DeepJoint segmentation for the classification of severity‐levels of glioma tumour using multimodal MRI images	33
Identification of malnutrition and prediction of BMI from facial images using real‐time image processing and machine learning	33
Coal gangue detection and recognition algorithm based on deformable convolution YOLOv3	33
Segmentation of osteosarcoma in MRI images by K‐means clustering, Chan‐Vese segmentation, and iterative Gaussian filtering	31

Deep coordinate attention network for single image super‐resolution	29
Defect detection of printed circuit board based on lightweight deep convolution network	28
An optimized YOLO‐based object detection model for crop harvesting system	28
Multimodal biometric recognition systems using deep learning based on the finger vein and finger knuckle print fusion	27
E2‐capsule neural networks for facial expression recognition using AU‐aware attention	25
Efficient computer‐aided diagnosis technique for leukaemia cancer detection	24
Fusion‐based simultaneous estimation of reflectance and illumination for low‐light image enhancement	24
Anomaly detection in video sequences: A benchmark and computational model	23
Medical image segmentation using deep learning with feature enhancement	22
Securing DICOM images by a new encryption algorithm using Arnold transform and Vigenère cipher	22
IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network	22
Deep learning for occluded and multi‐scale pedestrian detection: A review	22
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review	22
Lemon‐YOLO: An efficient object detection method for lemons in the natural environment	21
Dynamic gesture recognition based on feature fusion network and variant ConvLSTM	21
Image encryption algorithm for crowd data based on a new hyperchaotic system and Bernstein polynomial	21
Hyperspectral image, video compression using sparse tucker tensor decomposition	21
Graph‐based saliency and ensembles of convolutional neural networks for glaucoma detection	20
A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction	20
Deep visual unsupervised domain adaptation for classification tasks: a survey	20
MaskHunter: real‐time object detection of face masks during the COVID‐19 pandemic	19
Fast ship detection based on lightweight YOLOv5 network	19
Robustly correlated key‐medical image for DNA‐chaos based encryption	19
Trident‐YOLO: Improving the precision and speed of mobile device object detection	19
Unsupervised multiscale retinal blood vessel segmentation using fundus images	18
Accurate leukocoria predictor based on deep VGG‐net CNN technique	18
Automatic recognition and location system for electric vehicle charging port in complex environment	18
Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm	18
Novel breast cancer classification framework based on deep learning	18
Classification of breast mass in two‐view mammograms via deep learning	18
Multi‐image encryption algorithm based on image hash, bit‐plane decomposition and dynamic DNA coding	17
A review of approaches investigated for right ventricular segmentation using short‐axis cardiac MRI	17
Optimised CNN in conjunction with efficient pooling strategy for the multi‐classification of breast cancer	17
Optimised robust watermarking technique using CKGSA in DCT‐SVD domain	17
Underwater image restoration: A state‐of‐the‐art review	17
Automatic facial expression recognition combining texture and shape features from prominent facial regions	17
Accurate and efficient vehicle detection framework based on SSD algorithm	17
Automated fish cage net inspection using image processing techniques	17
ResDNN: deep residual learning for natural image denoising	16
Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization	16
Segmentation of lung airways based on deep learning methods	16
Real‐world super‐resolution of face‐images from surveillance cameras	16
Hyperspectral image classification using 3D 2D CNN	16
Image copy‐move forgery detection algorithm based on ORB and novel similarity metric	16
Dense optical flow based background subtraction technique for object segmentation in moving camera environment	15
A bi‐directional fractional‐order derivative mask for image processing applications	15
Automatic detection of safety helmet wearing based on head region location	15
Multi‐modal image fusion based on saliency guided in NSCT domain	15
Lossless digital image watermarking in sparse domain by using K‐singular value decomposition algorithm	15
An image denoising algorithm based on adaptive clustering and singular value decomposition	15

Road infrared target detection with I‐YOLO	15
Smart feature extraction and classification of hyperspectral images based on convolutional neural networks	15
Classification of magnetic resonance images for brain tumour detection	15
An effective model for the iris regional characteristics and classification using deep learning alex network	15
MapReduce framework based big data clustering using fractional integrated sparse fuzzy C means algorithm	15
Real time detection of driver fatigue based on CNN‐LSTM	15
PReLU and edge‐aware filter‐based image denoiser using convolutional neural network	14
Dual attention convolutional network for action recognition	14
Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques	14
Efficient image classification technique for weather degraded fruit images	14
Depth map artefacts reduction: a review	14
Optimized deep learning model for mango grading: Hybridizing lion plus firefly algorithm	14
Object scale selection of hierarchical image segmentation with deep seeds	14
Self‐guided filter for image denoising	14
Social bat optimisation dependent deep stacked auto‐encoder for skin cancer detection	14
Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images	14
Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images	14
Vehicle detection in aerial images based on lightweight deep convolutional network	14
Comprehensive Review of Machine Learning (ML) in Image Defogging: Taxonomy of Concepts, Scenes, Feature Extraction, and Classification techniques	13
A hybrid BPSO‐SVM for feature selection and classification of ocular health	13
Row‐level algorithm to improve real‐time performance of glass tube defect detection in the production phase	13
CPGAN: Conditional patch‐based generative adversarial network for retinal vesselsegmentation	13
Online variational inference on finite multivariate Beta mixture models for medical applications	13
Gender discrimination, age group classification and carried object recognition from gait energy image using fusion of parallel convolutional neural network	13
Sonar image mosaic based on a new feature matching method	13
Two viewpoints based real‐time recognition for hand gestures	13
Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model	13
Multi‐view intrinsic low‐rank representation for robust face recognition and clustering	13
EAOD‐Net: Effective anomaly object detection networks for X‐ray images	13
Classifying functional nuclear images with convolutional neural networks: a survey	13
Empirical wavelet transform‐based fog removal via dark channel prior	13
An image enhancement algorithm of video surveillance scene based on deep learning	13
Improved algorithm for multiple sclerosis diagnosis in MRI using convolutional neural network	12
Target distance measurement method using monocular vision	12
SAR image despeckling using deep CNN	12
Localised edge‐region‐based active contour for medical image segmentation	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
A screen‐shooting resilient document image watermarking scheme using deep neural network	12
Comparative analysis of texture feature extraction techniques for rice grain classification	12
SAR image denoising based on multifractal feature analysis and TV regularisation	12
Fast visual saliency based on multi‐scale difference of Gaussians fusion in frequency domain	12
A combination of feature extraction methods and deep learning for brain tumour classification	12
UDA‐Net: Densely attention network for underwater image enhancement	12
CPC‐GSCT: Visual quality assessment for coloured point cloud based on geometric segmentation and colour transformation	12
Smoke detection in ship engine rooms based on video images	12
Enhancement algorithm for high visibility of underwater images	12
Image encryption using a combination of Grain‐128a algorithm and Zaslavsky chaotic map	12
Fractional‐order generalized Laguerre moments and moment invariants for grey‐scale image analysis	11
Road crack detection network under noise based on feature pyramid structure with feature enhancement (road crack detection under noise)	11
Image decomposition and denoising using fractional‐order partial differential equations	11
A new blind image denoising method based on asymmetric generative adversarial network	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
A dual‐attention V‐network for pulmonary lobe segmentation in CT scans	11
An unsupervised multi‐focus image fusion method based on Transformer and U‐Net	11
A robust tracking algorithm for a human‐following mobile robot	11
An effective weighted vector median filter for impulse noise reduction based on minimizing the degree of aggregation	11
New adaptive histogram equalisation heuristic approach for contrast enhancement	11
Keypoint based comprehensive copy‐move forgery detection	11
Robust segmentation of the colour image by fusing the SDD clustering results from different colour spaces	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
A low‐light image enhancement method based on bright channel prior and maximum colour channel	11
Urdu handwritten text recognition: a survey	11
Research on fatigue detection based on visual features	11
KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video	10
Detection, quantification and classification of ripened tomatoes: a comparative analysis of image processing and machine learning	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
Composite attacks‐based copy‐move image forgery detection using AKAZE and FAST with automatic contrast thresholding	10
Novel and secure plaintext‐related image encryption algorithm based on compressive sensing and tent‐sine system	10
Deep facial emotion recognition in video using eigenframes	10
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
Pre‐training of gated convolution neural network for remote sensing image super‐resolution	10
Method of multi‐region tumour segmentation in brain MRI images using grid‐based segmentation and weighted bee swarm optimisation	10
DRAN: Deep recurrent adversarial network for automated pancreassegmentation	10
Reversible data hiding for encrypted image based on adaptive prediction error coding	10
Deep learning‐based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning	10

Fast and robust image watermarking method in the spatial domain	10
YOLOFig detection model development using deep learning	10
Comprehensive evaluation of image enhancement for unsupervised image description and matching	10
Adaptive aggregation with self‐attention network for gastrointestinal image classification	9
Segregation of meaningful strokes, a pre‐requisite for self co‐articulation removal in isolated dynamic gestures	9
NHNet: A non‐local hierarchical network for image denoising	9
Robust object detection under harsh autonomous‐driving environments	9
Image classification using convolutional neural network with wavelet domain inputs	9
MSAR‐DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution	9
Underwater image enhancement based on colour correction and fusion	9
Falling motion detection algorithm based on deep learning	9
Review of automated segmentation approaches for knee images	9
Structure preservation in content‐aware image retargeting using multi‐operator	9
Atom search‐Jaya‐based deep recurrent neural network for liver cancer detection	9
Detail texture detection based on Yolov4‐tiny combined with attention mechanism and bicubic interpolation	9
Adaptive road detection method combining lane line and obstacle boundary	9
A selective image encryption scheme using LICC hyperchaotic system	9
DuGAN: An effective framework for underwater image enhancement	9
Multi‐head mutual‐attention CycleGAN for unpaired image‐to‐image translation	9
A method of underwater bridge structure damage detection method based on a lightweight deep convolutional network	9
Image compression using adaptive multiresolution image decomposition algorithm	9
Automatic 3D point cloud registration algorithm based on triangle similarity ratio consistency	9
Hybrid DSSCS and convolutional neural network for peripheral blood cell recognition system	9
Underwater sonar image classification using generative adversarial network and convolutional neural network	9
A thorough review of models, evaluation metrics, and datasets on image captioning	9
An automatic feature selection and classification framework for analyzing ultrasound kidney images using dragonfly algorithm and random forest classifier	9
Multi‐level features extraction network with gating mechanism for crowd counting	9
Two‐stage image smoothing based on edge‐patch histogram equalisation and patch decomposition	9
Image reflection removal using end‐to‐end convolutional neural network	9
End‐to‐end learning interpolation for object tracking in low frame‐rate video	9
Morphological geodesic active contour algorithm for the segmentation of the histogram‐equalized welding bead image edges	9
A high‐performance insulators location scheme based on YOLOv4 deep learning network with GDIoU loss function	9
Colour balance and contrast stretching for sand‐dust image enhancement	9
Target tracker with masked discriminative correlation filter	8
Hyperspectral remote sensing image classification using combinatorial optimisation based un‐supervised band selection and CNN	8
Image multi‐encryption architecture based on hybrid keystream sequence interspersed with Haar discrete wavelet transform	8
Reversible data hiding in encrypted images for coding channel based on adaptive steganography	8
Visual saliency based global–local feature representation for skin cancer classification	8
Survey on mixed impulse and Gaussian denoising filters	8
Hard exudate segmentation in retinal image with attention mechanism	8
A non‐invertible transformation based technique to protect a fingerprint template	8
Compressive sensed video recovery via iterative thresholding with random transforms	8
Fall detection based on OpenPose and MobileNetV2 network	8
A new recognition algorithm for high‐voltage lines based on improved LSD and convolutional neural networks	8
Proximal approach to denoising hyperspectral images under mixed‐noise model	8
Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier	8
Infrared and visible image fusion using a shallow CNN and structural similarity constraint	8
EKFPnP: extended Kalman filter for camera pose estimation in a sequence of images	8
Compressed dual‐channel neural network with application to image‐based smoke detection	8
Sparse representation for face recognition: A review paper	8
Underwater image enhancement with latent consistency learning‐based color transfer	8
Image denoising method based on variable exponential fractional‐integer‐order total variation and tight frame sparse regularization	8
Real‐time facial expression recognition based on iterative transfer learning and efficient attention network	8
Hybrid feature CNN model for point cloud classification and segmentation	8
Infrared small target detection based on non‐convex triple tensor factorisation	8
HU‐PageScan: a fully convolutional neural network for document page crop	8
Glioma classification framework based on SE‐ResNeXt network and its optimization	8
A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain	8
AC‐SDBSCAN: Toward concealed object detection of passive terahertz images	8
Deep forgery discriminator via image degradation analysis	8
Segmentation using fuzzy cluster‐based thresholding method for apple fruit sorting	8
Active contours driven by modified LoG energy term and optimised penalty term for image segmentation	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
Subcutaneous sweat pore estimation from optical coherence tomography	8
Combination of multi‐scale and residual learning in deep CNN for image denoising	8
Printed Persian OCR system using deep learning	8
Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction	7
Retracted: KSSD: single‐stage multi‐object detection algorithm with higher accuracy	7
Evaluation of nano‐filler dispersion quality in polymeric films with binary feature characteristics and fractal analysis	7
Intelligent monitoring method of water quality based on image processing and RVFL‐GMDH model	7
Automatic segmentation and classification of lung tumour using advance sequential minimal optimisation techniques	7
Exploiting robust unsupervised video person re‐identification	7
A method of single‐shot target detection with multi‐scale feature fusion and feature enhancement	7
Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial‐aware booster	7
EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens	7
An image layered scrambling encryption algorithm based on a novel discrete chaotic map	7
Crowd counting with segmentation attention convolutional neural network	7
Ensemble learning‐based COVID‐19 detection by feature boosting in chest X‐ray images	7
MCRD‐Net: An unsupervised dense network with multi‐scale convolutional block attention for multi‐focus image fusion	7
Multiscale ensemble of convolutional neural networks for skin lesion classification	7
Image encryption algorithm based on cascaded chaotic map and improved Zigzag transform	7
Agile reactive navigation for a non‐holonomic mobile robot using a pixel processor array	7
Recognition of cursive video text using a deep learning framework	7
Acceleration of multi‐task cascaded convolutional networks	7
Medical image fusion and noise suppression with fractional‐order total variation and multi‐scale decomposition	7
Approach to model human appearance based on sparse representation for human tracking in surveillance	7
Brain tumour detection in magnetic resonance imaging using Levenberg–Marquardt backpropagation neural network	7
Retracted: Improved artificial bee colony algorithm with opposition‐based learning	7
Higher order PDE based model for segmenting noisy image	7
Video‐based action recognition using spurious‐3D residual attention networks	7
A multi‐class COVID‐19 segmentation network with pyramid attention and edge loss in CT images	7
SAR image classification based on multi‐feature fusion decision convolutional neural network	7
Infrared and visible image fusion using multi‐scale NSCT and rolling‐guidance filter	7
A modified 3D EfficientNet for the classification of Alzheimer's disease using structural magnetic resonance images	7