IET Image Processing

(The TQCC of IET Image Processing is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
Medical image segmentation using deep learning: A survey227
Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture94
Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector85
Novel image encryption by combining dynamic DNA sequence encryption and the improved 2D logistic sine map65
DenseUNet: densely connected UNet for electron microscopy image segmentation64
Identification of plant disease images via a squeeze‐and‐excitation MobileNet model and twice transfer learning57
Retracted: Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images56
CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor55
Convolutional neural network for smoke and fire semantic segmentation54
Retracted: Jointly network image processing: multi‐task image semantic segmentation of indoor scene based on CNN53
Tomato leaf disease classification by exploiting transfer learning and feature concatenation53
COVID‐19 disease severity assessment using CNN model49
Survey of single image super‐resolution reconstruction49
Review of surface defect detection of steel products based on machine vision46
Ring oscillator as confusion – diffusion agent: a complete TRNG drove image security45
Dual branch convolutional neural network for copy move forgery detection44
Deep learning algorithm for breast masses classification in mammograms40
Advanced framework for highly secure and cloud‐based storage of colour images38
Identification of malnutrition and prediction of BMI from facial images using real‐time image processing and machine learning37
DeepJoint segmentation for the classification of severity‐levels of glioma tumour using multimodal MRI images37
An optimized YOLO‐based object detection model for crop harvesting system35
Coal gangue detection and recognition algorithm based on deformable convolution YOLOv334
Segmentation of osteosarcoma in MRI images by K‐means clustering, Chan‐Vese segmentation, and iterative Gaussian filtering32
Multimodal biometric recognition systems using deep learning based on the finger vein and finger knuckle print fusion32
Deep coordinate attention network for single image super‐resolution29
Defect detection of printed circuit board based on lightweight deep convolution network28
Anomaly detection in video sequences: A benchmark and computational model28
Deep learning for occluded and multi‐scale pedestrian detection: A review27
E2‐capsule neural networks for facial expression recognition using AU‐aware attention26
Fusion‐based simultaneous estimation of reflectance and illumination for low‐light image enhancement24
Efficient computer‐aided diagnosis technique for leukaemia cancer detection24
Hyperspectral image, video compression using sparse tucker tensor decomposition24
IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network24
Deep visual unsupervised domain adaptation for classification tasks: a survey23
Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review23
Medical image segmentation using deep learning with feature enhancement23
Novel breast cancer classification framework based on deep learning23
Image encryption algorithm for crowd data based on a new hyperchaotic system and Bernstein polynomial23
Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images23
Trident‐YOLO: Improving the precision and speed of mobile device object detection22
Lemon‐YOLO: An efficient object detection method for lemons in the natural environment22
A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction22
Accurate and efficient vehicle detection framework based on SSD algorithm22
Classification of breast mass in two‐view mammograms via deep learning22
Automatic facial expression recognition combining texture and shape features from prominent facial regions22
Underwater image restoration: A state‐of‐the‐art review22
Graph‐based saliency and ensembles of convolutional neural networks for glaucoma detection22
Multi‐image encryption algorithm based on image hash, bit‐plane decomposition and dynamic DNA coding21
Unsupervised multiscale retinal blood vessel segmentation using fundus images21
MaskHunter: real‐time object detection of face masks during the COVID‐19 pandemic21
Robustly correlated key‐medical image for DNA‐chaos based encryption21
Dynamic gesture recognition based on feature fusion network and variant ConvLSTM21
Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm20
Real time detection of driver fatigue based on CNN‐LSTM20
Fast ship detection based on lightweight YOLOv5 network20
Accurate leukocoria predictor based on deep VGG‐net CNN technique20
An effective model for the iris regional characteristics and classification using deep learning alex network19
Automatic recognition and location system for electric vehicle charging port in complex environment19
Segmentation of lung airways based on deep learning methods19
Real‐world super‐resolution of face‐images from surveillance cameras18
Optimised CNN in conjunction with efficient pooling strategy for the multi‐classification of breast cancer18
Automated fish cage net inspection using image processing techniques18
Optimised robust watermarking technique using CKGSA in DCT‐SVD domain18
ResDNN: deep residual learning for natural image denoising17
Road infrared target detection with I‐YOLO17
Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images17
Vehicle detection in aerial images based on lightweight deep convolutional network17
A review of approaches investigated for right ventricular segmentation using short‐axis cardiac MRI17
Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques17
MapReduce framework based big data clustering using fractional integrated sparse fuzzy C means algorithm17
Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization17
Dense optical flow based background subtraction technique for object segmentation in moving camera environment16
CPC‐GSCT: Visual quality assessment for coloured point cloud based on geometric segmentation and colour transformation16
Row‐level algorithm to improve real‐time performance of glass tube defect detection in the production phase16
Hyperspectral image classification using 3D 2D CNN16
Object scale selection of hierarchical image segmentation with deep seeds16
Classification of magnetic resonance images for brain tumour detection16
Multi‐modal image fusion based on saliency guided in NSCT domain16
An image denoising algorithm based on adaptive clustering and singular value decomposition15
Automatic detection of safety helmet wearing based on head region location15
A bi‐directional fractional‐order derivative mask for image processing applications15
Depth map artefacts reduction: a review15
Optimized deep learning model for mango grading: Hybridizing lion plus firefly algorithm15
Efficient image classification technique for weather degraded fruit images15
Smart feature extraction and classification of hyperspectral images based on convolutional neural networks15
A low‐light image enhancement method based on bright channel prior and maximum colour channel14
Comprehensive Review of Machine Learning (ML) in Image Defogging: Taxonomy of Concepts, Scenes, Feature Extraction, and Classification techniques14
EAOD‐Net: Effective anomaly object detection networks for X‐ray images14
A hybrid BPSO‐SVM for feature selection and classification of ocular health14
An image enhancement algorithm of video surveillance scene based on deep learning14
Social bat optimisation dependent deep stacked auto‐encoder for skin cancer detection14
Multi‐view intrinsic low‐rank representation for robust face recognition and clustering14
A combination of feature extraction methods and deep learning for brain tumour classification14
Self‐guided filter for image denoising14
Novel and secure plaintext‐related image encryption algorithm based on compressive sensing and tent‐sine system14
An improved tongue image segmentation algorithm based on Deeplabv3+ framework14
YOLOFig detection model development using deep learning14
PReLU and edge‐aware filter‐based image denoiser using convolutional neural network14
Two viewpoints based real‐time recognition for hand gestures14
Classifying functional nuclear images with convolutional neural networks: a survey13
Gender discrimination, age group classification and carried object recognition from gait energy image using fusion of parallel convolutional neural network13
Urdu handwritten text recognition: a survey13
A screen‐shooting resilient document image watermarking scheme using deep neural network13
Online variational inference on finite multivariate Beta mixture models for medical applications13
Image decomposition and denoising using fractional‐order partial differential equations13
Localised edge‐region‐based active contour for medical image segmentation13
Fast visual saliency based on multi‐scale difference of Gaussians fusion in frequency domain13
Reversible data hiding for encrypted image based on adaptive prediction error coding13
Keypoint based comprehensive copy‐move forgery detection13
UDA‐Net: Densely attention network for underwater image enhancement13
Detail texture detection based on Yolov4‐tiny combined with attention mechanism and bicubic interpolation13
Hybrid DSSCS and convolutional neural network for peripheral blood cell recognition system13
A new blind image denoising method based on asymmetric generative adversarial network13
Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model13
Deep learning‐based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning13
Comparative analysis of texture feature extraction techniques for rice grain classification13
An unsupervised multi‐focus image fusion method based on Transformer and U‐Net13
A novel face recognition method based on fusion of LBP and HOG12
Target distance measurement method using monocular vision12
Multi‐exposure image fusion based on feature evaluation with adaptive factor12
A selective image encryption scheme using LICC hyperchaotic system12
Detection, quantification and classification of ripened tomatoes: a comparative analysis of image processing and machine learning12
Research on fatigue detection based on visual features12
Fast and robust image watermarking method in the spatial domain12
SAR image denoising based on multifractal feature analysis and TV regularisation12
Enhancement algorithm for high visibility of underwater images12
Improved algorithm for multiple sclerosis diagnosis in MRI using convolutional neural network12
SAR image despeckling using deep CNN12
Colour balance and contrast stretching for sand‐dust image enhancement12
Image segmentation technology based on transformer in medical decision‐making system12
High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE12
Underwater image enhancement with latent consistency learning‐based color transfer11
A modified 3D EfficientNet for the classification of Alzheimer's disease using structural magnetic resonance images11
Deep facial emotion recognition in video using eigenframes11
A dual‐attention V‐network for pulmonary lobe segmentation in CT scans11
Robust segmentation of the colour image by fusing the SDD clustering results from different colour spaces11
Pre‐training of gated convolution neural network for remote sensing image super‐resolution11
A thorough review of models, evaluation metrics, and datasets on image captioning11
Facial expression recognition based on improved residual network11
NHNet: A non‐local hierarchical network for image denoising11
Fractional‐order generalized Laguerre moments and moment invariants for grey‐scale image analysis11
Hybrid deep learning and machine learning approach for passive image forensic11
Robust object detection under harsh autonomous‐driving environments11
Low‐light image enhancement based on Retinex decomposition and adaptive gamma correction11
An effective weighted vector median filter for impulse noise reduction based on minimizing the degree of aggregation11
Automatic 3D point cloud registration algorithm based on triangle similarity ratio consistency11
Unsupervised automated retinal vessel segmentation based on Radon line detector and morphological reconstruction11
Road crack detection network under noise based on feature pyramid structure with feature enhancement (road crack detection under noise)11
3D reconstruction of spine image from 2D MRI slices along one axis11
A robust tracking algorithm for a human‐following mobile robot11
Glioma classification framework based on SE‐ResNeXt network and its optimization10
Falling motion detection algorithm based on deep learning10
Brain tumour detection in magnetic resonance imaging using Levenberg–Marquardt backpropagation neural network10
Compressed dual‐channel neural network with application to image‐based smoke detection10
SAR image classification based on multi‐feature fusion decision convolutional neural network10
Method of multi‐region tumour segmentation in brain MRI images using grid‐based segmentation and weighted bee swarm optimisation10
Underwater sonar image classification using generative adversarial network and convolutional neural network10
Colour image enhancement with brightness preservation and edge sharpening using a heat conduction matrix10
Deep forgery discriminator via image degradation analysis10
Structure preservation in content‐aware image retargeting using multi‐operator10
Sparse representation for face recognition: A review paper10
Comprehensive evaluation of image enhancement for unsupervised image description and matching10
MSAR‐DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution10
ESA‐CycleGAN: Edge feature and self‐attention based cycle‐consistent generative adversarial network for style transfer10
An automatic feature selection and classification framework for analyzing ultrasound kidney images using dragonfly algorithm and random forest classifier10
A method of underwater bridge structure damage detection method based on a lightweight deep convolutional network10
Intelligent monitoring method of water quality based on image processing and RVFL‐GMDH model10
Reversible data hiding in encrypted images for coding channel based on adaptive steganography10
Segregation of meaningful strokes, a pre‐requisite for self co‐articulation removal in isolated dynamic gestures10
Composite attacks‐based copy‐move image forgery detection using AKAZE and FAST with automatic contrast thresholding10
KS‐FQA: Keyframe selection based on face quality assessment for efficient face recognition in video10
Atom search‐Jaya‐based deep recurrent neural network for liver cancer detection9
Review of automated segmentation approaches for knee images9
Proximal approach to denoising hyperspectral images under mixed‐noise model9
Open‐set iris recognition based on deep learning9
Image compression using adaptive multiresolution image decomposition algorithm9
Image denoising method based on variable exponential fractional‐integer‐order total variation and tight frame sparse regularization9
A fuzzy spectral clustering algorithm for hyperspectral image classification9
A new recognition algorithm for high‐voltage lines based on improved LSD and convolutional neural networks9
AC‐SDBSCAN: Toward concealed object detection of passive terahertz images9
Infrared small target detection based on non‐convex triple tensor factorisation9
A high‐performance insulators location scheme based on YOLOv4 deep learning network with GDIoU loss function9
Image classification using convolutional neural network with wavelet domain inputs9
DuGAN: An effective framework for underwater image enhancement9
An image layered scrambling encryption algorithm based on a novel discrete chaotic map9
A deep learning‐based method for pixel‐level crack detection on concrete bridges9
Multi‐level features extraction network with gating mechanism for crowd counting9
Segmentation using fuzzy cluster‐based thresholding method for apple fruit sorting9
Fall detection based on OpenPose and MobileNetV2 network9
Adaptive aggregation with self‐attention network for gastrointestinal image classification9
Printed Persian OCR system using deep learning9
Underwater image enhancement based on colour correction and fusion9
Morphological geodesic active contour algorithm for the segmentation of the histogram‐equalized welding bead image edges9
A non‐invertible transformation based technique to protect a fingerprint template9
EKFPnP: extended Kalman filter for camera pose estimation in a sequence of images9
Multi‐head mutual‐attention CycleGAN for unpaired image‐to‐image translation9
Survey on mixed impulse and Gaussian denoising filters9
Remote sensing target tracking in satellite videos based on a variable‐angle‐adaptive Siamese network8
A multi‐class COVID‐19 segmentation network with pyramid attention and edge loss in CT images8
Facial expression recognition using a combination of enhanced local binary pattern and pyramid histogram of oriented gradients features extraction8
Real‐time facial expression recognition based on iterative transfer learning and efficient attention network8
An automatic plant leaf stoma detection method based on YOLOv58
An efficient semantic segmentation method based on transfer learning from object detection8
Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier8
HU‐PageScan: a fully convolutional neural network for document page crop8
Medical image fusion and noise suppression with fractional‐order total variation and multi‐scale decomposition8
Automatic image segmentation based on label propagation8
Ensemble learning‐based COVID‐19 detection by feature boosting in chest X‐ray images8
Brain tumour cell segmentation and detection using deep learning networks8
Video‐based action recognition using spurious‐3D residual attention networks8
Subcutaneous sweat pore estimation from optical coherence tomography8
A hybrid feature descriptor with Jaya optimised least squares SVM for facial expression recognition8
Automatic segmentation and classification of lung tumour using advance sequential minimal optimisation techniques8
CGGAN: a context‐guided generative adversarial network for single image dehazing8
Hard exudate segmentation in retinal image with attention mechanism8
CSIS: Compressed sensing‐based enhanced‐embedding capacity image steganography scheme8
Gesture recognition based on modified Yolov5s8
A dense R‐CNN multi‐target instance segmentation model and its application in medical image processing8
EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens8
Approach to model human appearance based on sparse representation for human tracking in surveillance8
A transfer learning‐based system for grading breast invasive ductal carcinoma8
Retracted: Improved artificial bee colony algorithm with opposition‐based learning8
Active contours driven by modified LoG energy term and optimised penalty term for image segmentation8
Exploiting robust unsupervised video person re‐identification8
Image encryption algorithm based on cascaded chaotic map and improved Zigzag transform8
Multiscale ensemble of convolutional neural networks for skin lesion classification8
Efficient video hashing based on low‐rank frames8
NSST domain CT–MR neurological image fusion using optimised biologically inspired neural network8
Research on reversible image steganography of encrypted image based on image interpolation and difference histogram shift8
Efficient and unified license plate recognition via lightweight deep neural network8
Comparative analysis of reversible data hiding schemes8
Combination of multi‐scale and residual learning in deep CNN for image denoising8
A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain8
Hybrid feature CNN model for point cloud classification and segmentation8
Hyperspectral remote sensing image classification using combinatorial optimisation based un‐supervised band selection and CNN8
Infrared and visible image fusion using a shallow CNN and structural similarity constraint8
A role‐entity based human activity recognition using inter‐body features and temporal sequence memory8
Infrared and visible image fusion based on multi‐channel convolutional neural network8
A method of single‐shot target detection with multi‐scale feature fusion and feature enhancement8
Multi‐style Chinese art painting generation of flowers8
Approach for shadow detection and removal using machine learning techniques8
High‐resolution optical‐to‐SAR image registration using mutual information and SPSA optimisation8
Application of a novel image moment computation in X‐ray and MRI image watermarking7
Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial‐aware booster7
Two‐stage single image dehazing network using swin‐transformer7
A deep learning approach for the classification of TB from NIH CXR dataset7
A deep learning method for video‐based action recognition7
Infrared and visible image fusion using multi‐scale NSCT and rolling‐guidance filter7
Acceleration of multi‐task cascaded convolutional networks7
Recognition of cursive video text using a deep learning framework7