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 2021-08-01 to 2025-08-01.)

Article	Citations
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	22
Maximization of lung segmentation of generative adversarial network for using taguchi approach	21
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	18
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	17
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	15
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	14
A novel approach using the local energy function and its variations for medical image fusion	13
Photo forgery detection using RGB color model permutations	12
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	11
A deep learning model to detect foggy images for vision enhancement	11
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	11
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	10
Seagull optimization-based near-duplicate image detection in large image databases	10
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	10
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	10
Information extraction for different layouts of invoice images	10
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	9
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	9
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	9
A novel chaos map based medical image encryption scheme	9
Advancements in adversarial generative text-to-image models: a review	8
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	7
Fused features for no reference image quality assessment	7
Zero-bit fragile watermarking for medical image tamper detection and recovery using RS code and lifting wavelet transform	7
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	7

Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	6
Study of onset in brain dementia using hierarchical wolf colony optimization and dual deep learning technique	6
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	6
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	6
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
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	5
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	5
An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder	5
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	5
Computer-assisted grading of follicular lymphoma: a classification based on SVM, machine learning, and transfer learning approaches	5
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level	5
COVID-19 diagnosis prediction using classical-to-quantum ensemble model with transfer learning for CT scan images	5
A new degradation model and an improved SRGAN for multi-image super-resolution reconstruction	5
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	5
Protection of COVID-19 images using multiple elliptic curve cryptography	5
Hybrid optimization enabled deep learning model for Parkinson's disease classification	4
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	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
AlexNet-based deep convolutional neural network optimized with group teaching optimization algorithm (GTOA) for paediatric bone age assessment from hand X-ray images	4
Face mask detection in foggy weather from digital images using transfer learning	4
Degradation-aware dynamic kernel for blind super-resolution	4
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	4
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	4
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	4
AMIBO: intelligent social conversational agent using artificial intelligence	4
An optimization of target classification tracking and mathematical modelling for control of autopilot	3
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	3
A color image encryption scheme using customized map	3
Graded fuzzy edge detection for imperceptibility optimization of image steganography	3
3D modeling in the art of photographic expansion	3
Advanced 5D logistic and DNA encoding for medical images	3
Automated Mango Leaf Infection Classification using Weighted and Deep Features with Optimized Recurrent Neural Network Concept	3
An efficient separable reversible data hiding method based on bit pair difference at pixel level	3
Quality preservation in image denoising through texture-based segmentation and adaptive diffusion filtering for enhanced edge and detail retention	3
ALMEGA-VIR: face video retrieval system	3
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	3
Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding	3
Grey wolf optimization (GWO) with the convolution neural network (CNN)-based pattern recognition system	3
An effective inliers selection strategy for high-precision image feature matching	3
Hybrid optimal joint spatial-spectral hyperspectral image classification using modified DHO-based GIF with JRKNN	3
HBA optimized Efficient CNN in Human Activity Recognition	3
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	3
A review of deep learning-based image style transfer research	3
Super pixels transmission map-based object detection using deep neural network in UAV video	3
Texture-driven super-resolution of ultrasound images using optimized deep learning model	3
A cooperative three-player game theory approach for designing an ideal video steganography framework	3
POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network	3
A novel and efficacious use of three-dimensional intertwining logistic map for the security of greyscale images	3