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 2022-01-01 to 2026-01-01.)

Article	Citations
Maximization of lung segmentation of generative adversarial network for using taguchi approach	28
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	24
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	21
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	20
Seagull optimization-based near-duplicate image detection in large image databases	18
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	16
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	16
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	15
Photo forgery detection using RGB color model permutations	15
A deep learning model to detect foggy images for vision enhancement	13
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	12
A novel approach using the local energy function and its variations for medical image fusion	12
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	11
Fused features for no reference image quality assessment	11
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	11
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	11
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	10
Advancements in adversarial generative text-to-image models: a review	10
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	10
MLUF-MVSNet: an improved feature extraction and enhanced attention for unsupervised contrastive learning in multi-view 3D reconstruction	10
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	9
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	9
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	9
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	9
Netholo: hologram reconstruction from RGB image in computational holography using deep neural network	8

Study of onset in brain dementia using hierarchical wolf colony optimization and dual deep learning technique	8
Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	8
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	8
Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	7
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level	7
WEL-ODKC: weighted extreme learning optimal diagonal-kernels convolution model for accurate classification of skin lesions	7
A hybrid approach for colour image watermarking: wiener inverse transform factorization and dilated random graph attention network with Osprey optimization	7
An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder	7
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	7
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	7
Protection of COVID-19 images using multiple elliptic curve cryptography	6
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	6
A new degradation model and an improved SRGAN for multi-image super-resolution reconstruction	6
Computer-assisted grading of follicular lymphoma: a classification based on SVM, machine learning, and transfer learning approaches	6
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	6
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	6
Face mask detection in foggy weather from digital images using transfer learning	6
AlexNet-based deep convolutional neural network optimized with group teaching optimization algorithm (GTOA) for paediatric bone age assessment from hand X-ray images	5
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	5
AMIBO: intelligent social conversational agent using artificial intelligence	5
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	5
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	5
Hybrid optimization enabled deep learning model for Parkinson's disease classification	5
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	5
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	5
ALMEGA-VIR: face video retrieval system	5
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	5
A color image encryption scheme using customized map	5
Degradation-aware dynamic kernel for blind super-resolution	5
A review of deep learning-based image style transfer research	5
An efficient separable reversible data hiding method based on bit pair difference at pixel level	4
Quality preservation in image denoising through texture-based segmentation and adaptive diffusion filtering for enhanced edge and detail retention	4
Image super-resolution reconstruction algorithm based on Dopp dual-branch attention	4
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	4
PMFHNet: parallel Maxout feed harmonic network for road anomaly object detection in ADAS under low light conditions	4
Interpolation-based initial image for fast fractal decoding	4
Super pixels transmission map-based object detection using deep neural network in UAV video	4
Advanced 5D logistic and DNA encoding for medical images	3
Graded fuzzy edge detection for imperceptibility optimization of image steganography	3
3D modeling in the art of photographic expansion	3
SSCNN: Shuffle Siamese convolutional neural network for image restoration with image degradation source identification	3
Multiple colour image encryption based on 6D hyperchaotic system with HCM and Fibonacci Q-Matrix	3
Squirrel Search Optimization-based near-duplicate image detection	3
Hybrid optimal joint spatial-spectral hyperspectral image classification using modified DHO-based GIF with JRKNN	3
Grey wolf optimization (GWO) with the convolution neural network (CNN)-based pattern recognition system	3
An optimization of target classification tracking and mathematical modelling for control of autopilot	3
Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding	3
Texture-driven super-resolution of ultrasound images using optimized deep learning model	3
POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network	3
An early prediction of lung cancer, solid, liquid and semi-liquid deposition and its classification through measurement of physical characteristics using CT scan images	3

Optimization assisted autoregressive technique with deep convolution neural network-based entropy filter for image demosaicing	3
A review of dynamic multi-scale feature integration and edge enhancement in medical image segmentation	3
HBA optimized Efficient CNN in Human Activity Recognition	3
An effective inliers selection strategy for high-precision image feature matching	3
A cooperative three-player game theory approach for designing an ideal video steganography framework	3
Homotopy-based enhancement for robust visibility in low-light imaging	3
Manifold-enhanced CycleGAN for facial expression synthesis	3
Deep multi-scale three-dimensional convolutional neural network optimized with manta ray foraging optimization algorithm for classification of lung cancer on CT images	3
Tomato leaf disease identification by modified inception based sequential convolution neural networks	3
Impact of the Internet of Medical Things on Artificial Intelligence-enhanced medical imaging systems from 2019 to 2023	2
Optimal blind colour image watermarking based on adaptive chaotic grasshopper optimization algorithm	2
A lightweight convolutional neural network built on inceptio-residual and reduction modules for deep facial recognition in realistic conditions	2
Automated Mango Leaf Infection Classification using Weighted and Deep Features with Optimized Recurrent Neural Network Concept	2
Chroma booster: an automated algorithm for image colour vibrancy enhancement	2
A novel method for video enhancement under low light using BFR-SEQT technique	2
Conditional random field-recurrent neural network segmentation with optimized deep learning for brain tumour classification using magnetic resonance imaging	2
Improved breast cancer detection using fusion of bimodal sonographic features through binary firefly algorithm	2
A novel Sine–Tangent–Sine chaotic map and dynamic S-box-based video encryption scheme	2
WaveDiff: multiscale attention-driven wavelet-guided diffusion of low-light image enhancement	2
Blind image deblurring using GLCM and negans obtuse mono proximate distance	2
A fast face recognition system based on annealing algorithm to optimize operator parameters	2
A review of advances in image inpainting research	2
Hybrid classification framework for chronic kidney disease prediction model	2
Adaptive multi-predictor based reversible data hiding with superpixel irregular block sorting and optimization	2
Greyscale correction algorithm of aerial filter array multispectral image	2
Skull stripping on multimodal brain MRI scans using thresholding and morphology	2
An XNOR-ResNet and spatial pyramid pooling-based YOLO v3-tiny algorithm for Monkeypox and similar skin disease detection	2
Innovations in X-ray tube design and instrumentation for conventional radiological applications: a scoping review	2
Lightweight remote sensing image super-resolution with sequential multi-scale feature enhancement network	2
Low-complexity JPEG quantization table requiring only bit-shift operations	2
The application of deep learning in artwork conservation: techniques of image restoration and color recovery	2
A robust and high embedding capacity watermarking technique for telemedicine	2
Adaptive enhancement method of irregular low-pixel architectural design image based on lightness component	2
Adaptive rule-based colour component weight assignment strategy for underwater video enhancement	2
Robust image source camera identification using Bayesian MRF and MAP with Wiener soft thresholding (BMRFW)	2
Adam Bald Eagle optimization enabled transfer learning for underwater image fusion	1
Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework	1
FNeRF: based on high-confidence feature constraints neural radiance fields	1
Efficient key frame extraction and hybrid wavelet convolutional manta ray foraging for sports video classification	1
LGD-Net: a local-global feature interaction network for image dehazing	1
An image compression approach for efficient pneumonia recognition	1
Single image super-resolution using Gabor response-weighted interpolation	1
Enhanced fuzzy Gaussian networks for sputum image based Mycobacterium detection	1
High-fidelity image decolorization using a deep-learning network with multi-scale attention and affine coupling	1
Design of inception ResNet V2 for detecting malarial infection using the cell image captured from microscopic slide	1
Energy based denoising convolutional neural network for image enhancement	1
Saliency feature fusion constraint for skin lesion level set segmentation	1
A low-light image enhancement method based on HSV space	1
EWPCO-enabled Shepard convolutional neural network for classification of brain tumour using MRI image	1
Visible and infrared image fusion using weight-optimized edge diffusion	1
A self-validation Noise2Noise training framework for image denoising	1
Deep learning-based image watermarking technique with hybrid DWT-SVD	1
Empirical mode decomposition and local binary pattern based feature extraction for face recognition	1
Research on a dehazing algorithm based on a polarization model via contrastive learning without losing restoration accuracy	1
Unsupervised low-light image enhancement by data augmentation and contrastive learning	1
A novel framework of multimodal medical image fusion using adaptive NSST and optimized deep learning approach	1
Analysis of coding unit partitioning and complexity reduction at intra-prediction mode of HEVC	1
An efficient Berkeley’s wavelet convolutional transfer learning and local binary Gabor fuzzy C-means clustering for brain tumour detection	1
Optimization enabled deep learning approach with probabilistic fusion for image inpainting	1
Semantic-aware diffusion model for sketch colorization	1
A novel semi-supervised convolutional neural network registration model with multimodal information for fMRI data analysis	1
Multi-mode dictionaries for fast CS-based dynamic MRI reconstruction	1
Development of improved heuristic-assisted deep learning for content-based image retrieval systems using multi-similarity measures	1
Brain tumor segmentation and classification using optimized U-Net	1
An automated hybrid attention based deep convolutional capsule with weighted autoencoder approach for skin cancer classification	1
Tomato plant leaf disease detection using generative adversarial network and deep convolutional neural network	1
Graph convolutional network with STC attention and adaptive normalization for skeleton-based action recognition	1
An automatic COVID-19 diagnosis from chest X-ray images using a deep trigonometric convolutional neural network	1
Region-based Convolutional Neural Network (R-CNN) architecture for auto-cropping of pancreatic computed tomography	1
Transfer learning-based CNN diagnostic framework for diagnosis of COVID-19 from lung CT images	1
Wavelet energy-based adaptive retinex algorithm for low light mobile video enhancement	1
A secure and efficient authentication and multimedia data sharing approach in IoT-healthcare	1
Photonics radar based LSS targets’ postures’ m-D and cadence frequency imaging using empirical wavelet transform technique	1
Light weight multi-branch network-based extraction and classification of myocardial infarction from 12 lead electrocardiogram images	1
Enhancing colour image encryption through parameters optimization of memristive hyperchaotic system with CPSO algorithm and LSAIM	1
Video compression using improved diamond search hybrid teaching and learning-based optimization model	1
Hybrid deep learning algorithm for brain tumour detection	1
Edge detection of mammogram images using Pythagorean fuzzy set and Type 2 fuzzy set – an innovative approach	1