OOIR: Observatory of International Research

Papers

(The TQCC of Imaging Science Journal is 3. 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 2021-06-01 to 2025-06-01.)

Article	Citations
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	20
Maximization of lung segmentation of generative adversarial network for using taguchi approach	18
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	17
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	16
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	14
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	13
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	13
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	12
Seagull optimization-based near-duplicate image detection in large image databases	11
Photo forgery detection using RGB color model permutations	11
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	10
A deep learning model to detect foggy images for vision enhancement	10
A novel chaos map based medical image encryption scheme	9
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	9
Information extraction for different layouts of invoice images	9
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	8
A novel approach using the local energy function and its variations for medical image fusion	8
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	7
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	7
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	7
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	6
Fused features for no reference image quality assessment	6
Study of onset in brain dementia using hierarchical wolf colony optimization and dual deep learning technique	6
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	6
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	6

Advancements in adversarial generative text-to-image models: a review	6
Zero-bit fragile watermarking for medical image tamper detection and recovery using RS code and lifting wavelet transform	6
COVID-19 diagnosis prediction using classical-to-quantum ensemble model with transfer learning for CT scan images	5
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	5
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	5
WEL-ODKC: weighted extreme learning optimal diagonal-kernels convolution model for accurate classification of skin lesions	5
Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	5
Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	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
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	4
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	4
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	4
Protection of COVID-19 images using multiple elliptic curve cryptography	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
Computer-assisted grading of follicular lymphoma: a classification based on SVM, machine learning, and transfer learning approaches	4
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	4
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	3
Quality preservation in image denoising through texture-based segmentation and adaptive diffusion filtering for enhanced edge and detail retention	3
Graded fuzzy edge detection for imperceptibility optimization of image steganography	3
POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network	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
Face mask detection in foggy weather from digital images using transfer learning	3
Hybrid optimization enabled deep learning model for Parkinson's disease classification	3
ALMEGA-VIR: face video retrieval system	3
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	3
An optimization of target classification tracking and mathematical modelling for control of autopilot	3
A novel and efficacious use of three-dimensional intertwining logistic map for the security of greyscale images	3
A color image encryption scheme using customized map	3
AMIBO: intelligent social conversational agent using artificial intelligence	3
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	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
Super pixels transmission map-based object detection using deep neural network in UAV video	3
HBA optimized Efficient CNN in Human Activity Recognition	3
3D modeling in the art of photographic expansion	3
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	3
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	3
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	3
Degradation-aware dynamic kernel for blind super-resolution	3