OOIR: Observatory of International Research

Papers

(The median citation count of Imaging Science Journal is 1. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Photo forgery detection using RGB color model permutations	154
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	20
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	17
A novel approach using the local energy function and its variations for medical image fusion	15
Maximization of lung segmentation of generative adversarial network for using taguchi approach	15
Information extraction for different layouts of invoice images	14
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	13
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	11
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	11
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	11
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	10
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	9
A deep learning model to detect foggy images for vision enhancement	9
A novel chaos map based medical image encryption scheme	8
Seagull optimization-based near-duplicate image detection in large image databases	8
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	8
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	8
Advancements in adversarial generative text-to-image models: a review	7
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	7
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	7
Fused features for no reference image quality assessment	6
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	6
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	6
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	5
Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	5

Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	5
WEL-ODKC: weighted extreme learning optimal diagonal-kernels convolution model for accurate classification of skin lesions	5
Study of onset in brain dementia using hierarchical wolf colony optimization and dual deep learning technique	5
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	5
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	5
COVID-19 diagnosis prediction using classical-to-quantum ensemble model with transfer learning for CT scan images	5
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	5
Recognition of brain stroke shape using multiscale morphological image processing	5
Zero-bit fragile watermarking for medical image tamper detection and recovery using RS code and lifting wavelet transform	5
A new degradation model and an improved SRGAN for multi-image super-resolution reconstruction	5
An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder	5
Computer-assisted grading of follicular lymphoma: a classification based on SVM, machine learning, and transfer learning approaches	4
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	4
AlexNet-based deep convolutional neural network optimized with group teaching optimization algorithm (GTOA) for paediatric bone age assessment from hand X-ray images	4
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level	4
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	4
Protection of COVID-19 images using multiple elliptic curve cryptography	4
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	4
Face mask detection in foggy weather from digital images using transfer learning	4
Super pixels transmission map-based object detection using deep neural network in UAV video	3
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	3
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	3
AMIBO: intelligent social conversational agent using artificial intelligence	3
ALMEGA-VIR: face video retrieval system	3
HBA optimized Efficient CNN in Human Activity Recognition	3
Integrating multi-predictions encryption with histogram shifting secret-sharing for high-capacity two-layer image data hiding	3
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	3
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	3
Automatic phytoplankton image smoothing through integrated dual image histogram specification and enhanced background removal method	3
TW3-based ROI detection and classification using a chaotic ANN and DNN-EVGO architecture for an automated bone age assessment on hand X-ray images	3
A review of deep learning-based image style transfer research	3
An efficient separable reversible data hiding method based on bit pair difference at pixel level	3
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	3
Degradation-aware dynamic kernel for blind super-resolution	3
A color image encryption scheme using customized map	3
Hybrid optimization enabled deep learning model for Parkinson's disease classification	3
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	3
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	3
POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network	2
Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding	2
An early prediction of lung cancer, solid, liquid and semi-liquid deposition and its classification through measurement of physical characteristics using CT scan images	2
Hybrid optimal joint spatial-spectral hyperspectral image classification using modified DHO-based GIF with JRKNN	2
Optimization assisted autoregressive technique with deep convolution neural network-based entropy filter for image demosaicing	2
Texture-driven super-resolution of ultrasound images using optimized deep learning model	2
An optimization of target classification tracking and mathematical modelling for control of autopilot	2
A novel and efficacious use of three-dimensional intertwining logistic map for the security of greyscale images	2
Advanced 5D logistic and DNA encoding for medical images	2
A cooperative three-player game theory approach for designing an ideal video steganography framework	2
Region of interest enhancement for backlit images using global tone mappings and fusion	2
Manifold-enhanced CycleGAN for facial expression synthesis	2

Tomato leaf disease identification by modified inception based sequential convolution neural networks	2
Graded fuzzy edge detection for imperceptibility optimization of image steganography	2
3D modeling in the art of photographic expansion	2
Image noise removal using optimal deep learning-based noisy pixel identification and image enhancement	2
The application of deep learning in artwork conservation: techniques of image restoration and color recovery	2
Automated Mango Leaf Infection Classification using Weighted and Deep Features with Optimized Recurrent Neural Network Concept	2
Deep multi-scale three-dimensional convolutional neural network optimized with manta ray foraging optimization algorithm for classification of lung cancer on CT images	2
Squirrel Search Optimization-based near-duplicate image detection	2
Grey wolf optimization (GWO) with the convolution neural network (CNN)-based pattern recognition system	2
An effective inliers selection strategy for high-precision image feature matching	2
Skull stripping on multimodal brain MRI scans using thresholding and morphology	1
Multi-mode dictionaries for fast CS-based dynamic MRI reconstruction	1
An estimation and analysis method for suspended sediment and depth map of Gulf of Mannar	1
Optimization enabled deep learning approach with probabilistic fusion for image inpainting	1
Lightweight remote sensing image super-resolution with sequential multi-scale feature enhancement network	1
Analysis of coding unit partitioning and complexity reduction at intra-prediction mode of HEVC	1
An XNOR-ResNet and spatial pyramid pooling-based YOLO v3-tiny algorithm for Monkeypox and similar skin disease detection	1
Deep learning-based image watermarking technique with hybrid DWT-SVD	1
Innovations in X-ray tube design and instrumentation for conventional radiological applications: a scoping review	1
Graph convolutional network with STC attention and adaptive normalization for skeleton-based action recognition	1
Image segmentation using K-means clustering, Gabor filter and moving mesh method	1
Unsupervised low-light image enhancement by data augmentation and contrastive learning	1
Adaptive multi-predictor based reversible data hiding with superpixel irregular block sorting and optimization	1
Biomarker for detecting myocardial ischemia using multi class particle swarm optimization	1
Tomato plant leaf disease detection using generative adversarial network and deep convolutional neural network	1
Efficient key frame extraction and hybrid wavelet convolutional manta ray foraging for sports video classification	1
Brain tumor segmentation and classification using optimized U-Net	1
Development of improved heuristic-assisted deep learning for content-based image retrieval systems using multi-similarity measures	1
Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework	1
Photonics radar based LSS targets’ postures’ m-D and cadence frequency imaging using empirical wavelet transform technique	1
A novel method for video enhancement under low light using BFR-SEQT technique	1
Classification of COVID-19 images based on transfer learning and feature fusion	1
A novel Sine–Tangent–Sine chaotic map and dynamic S-box-based video encryption scheme	1
A low-light image enhancement method based on HSV space	1
A review of advances in image inpainting research	1
A secure and efficient authentication and multimedia data sharing approach in IoT-healthcare	1
Blind image deblurring using GLCM and negans obtuse mono proximate distance	1
Energy based denoising convolutional neural network for image enhancement	1
A lightweight convolutional neural network built on inceptio-residual and reduction modules for deep facial recognition in realistic conditions	1
Enhancing colour image encryption through parameters optimization of memristive hyperchaotic system with CPSO algorithm and LSAIM	1
Edge detection of mammogram images using Pythagorean fuzzy set and Type 2 fuzzy set – an innovative approach	1
Hybrid classification framework for chronic kidney disease prediction model	1
ASALD: adaptive sparse augmented lagrangian deblurring of underwater images with optical priori	1
Improved breast cancer detection using fusion of bimodal sonographic features through binary firefly algorithm	1
An image compression approach for efficient pneumonia recognition	1
Conditional random field-recurrent neural network segmentation with optimized deep learning for brain tumour classification using magnetic resonance imaging	1
Region-based Convolutional Neural Network (R-CNN) architecture for auto-cropping of pancreatic computed tomography	1
Adam Bald Eagle optimization enabled transfer learning for underwater image fusion	1
A novel framework of multimodal medical image fusion using adaptive NSST and optimized deep learning approach	1
Encryption and steganography-based text extraction in IoT using the EWCTS optimizer	1
Impact of the Internet of Medical Things on Artificial Intelligence-enhanced medical imaging systems from 2019 to 2023	1
Adaptive rule-based colour component weight assignment strategy for underwater video enhancement	1
Hybrid deep learning algorithm for brain tumour detection	1
Greyscale correction algorithm of aerial filter array multispectral image	1
Wavelet energy-based adaptive retinex algorithm for low light mobile video enhancement	1
Breast cancer detection in digital mammography using a novel hybrid approach of Salp Swarm and Cuckoo Search algorithm with deep belief network classifier	1
EWPCO-enabled Shepard convolutional neural network for classification of brain tumour using MRI image	1
A fast face recognition system based on annealing algorithm to optimize operator parameters	1
An automatic COVID-19 diagnosis from chest X-ray images using a deep trigonometric convolutional neural network	1
Low-complexity JPEG quantization table requiring only bit-shift operations	1
Empirical mode decomposition and local binary pattern based feature extraction for face recognition	1
Identification of healthy biological leafs using hybrid-feature classifier	1
Light weight multi-branch network-based extraction and classification of myocardial infarction from 12 lead electrocardiogram images	1
A robust and high embedding capacity watermarking technique for telemedicine	1
Histopathological image-based breast cancer detection employing 3D-convolutional neural network feature extraction and Stochastic Diffusion Kernel Recursive Neural Networks classification	1
Adaptive enhancement method of irregular low-pixel architectural design image based on lightness component	1
Transfer learning-based CNN diagnostic framework for diagnosis of COVID-19 from lung CT images	1
A self-validation Noise2Noise training framework for image denoising	1
An efficient Berkeley’s wavelet convolutional transfer learning and local binary Gabor fuzzy C-means clustering for brain tumour detection	1
Enhanced fuzzy Gaussian networks for sputum image based Mycobacterium detection	1
An automated hybrid attention based deep convolutional capsule with weighted autoencoder approach for skin cancer classification	1
Video compression using improved diamond search hybrid teaching and learning-based optimization model	1
A multiscale feature fusion method for cursive text detection in natural scene images	1
Optimal blind colour image watermarking based on adaptive chaotic grasshopper optimization algorithm	1
Design of inception ResNet V2 for detecting malarial infection using the cell image captured from microscopic slide	1