OOIR: Observatory of International Research

Papers

(The TQCC of Imaging Science Journal is 4. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Maximization of lung segmentation of generative adversarial network for using taguchi approach	33
Seagull optimization-based near-duplicate image detection in large image databases	23
Enhanced image denoising via colour component decomposition and bit-plane specific CNN models	20
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	19
A deep learning model to detect foggy images for vision enhancement	17
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	16
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	16
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	14
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	13
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	13
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	13
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	12
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	12
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	12
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	12
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	12
Self-supervised refined edge detection for complex Tibetan patterns via bimodal fusion	12
A novel approach using the local energy function and its variations for medical image fusion	12
Fused features for no reference image quality assessment	12
Advancements in adversarial generative text-to-image models: a review	11
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	11
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	11
MLUF-MVSNet: an improved feature extraction and enhanced attention for unsupervised contrastive learning in multi-view 3D reconstruction	11
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	10
Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	9

An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	9
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	9
Netholo: hologram reconstruction from RGB image in computational holography using deep neural network	9
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	9
Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	8
SwinLPB-Net: a local perception enhanced swin transformer with UPerNet and efficient channel attention for multi-focus image fusion	8
An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder	8
WEL-ODKC: weighted extreme learning optimal diagonal-kernels convolution model for accurate classification of skin lesions	8
Enhancing temporal consistency in video super-resolution using optical flow-guided deep networks	8
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level	7
A new degradation model and an improved SRGAN for multi-image super-resolution reconstruction	7
Protection of COVID-19 images using multiple elliptic curve cryptography	7
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	7
Heatmap-guided LW-DERT-CS for lightweight and accurate camera calibration	7
A hybrid approach for colour image watermarking: wiener inverse transform factorization and dilated random graph attention network with Osprey optimization	7
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	7
Efficient learned image compression with dual-route attention based on state space modeling	7
FADR-Net: fog-aware deformable and Retinex-guided network for image dehazing	6
AlexNet-based deep convolutional neural network optimized with group teaching optimization algorithm (GTOA) for paediatric bone age assessment from hand X-ray images	6
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	6
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	6
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	5
AMIBO: intelligent social conversational agent using artificial intelligence	5
Face mask detection in foggy weather from digital images using transfer learning	5
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	5
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	5
Hybrid optimization enabled deep learning model for Parkinson's disease classification	5
Degradation-aware dynamic kernel for blind super-resolution	5
ALMEGA-VIR: face video retrieval system	4
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	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
PMFHNet: parallel Maxout feed harmonic network for road anomaly object detection in ADAS under low light conditions	4
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	4
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	4
Low-light image super-resolution reconstruction algorithm based on enhanced feature maps	4
An optimization of target classification tracking and mathematical modelling for control of autopilot	4
Homotopy-based enhancement for robust visibility in low-light imaging	4
Image super-resolution reconstruction algorithm based on Dopp dual-branch attention	4
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	4
A color image encryption scheme using customized map	4
An efficient separable reversible data hiding method based on bit pair difference at pixel level	4
HBA optimized Efficient CNN in Human Activity Recognition	4
A review of deep learning-based image style transfer research	4