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 2021-11-01 to 2025-11-01.)

Article	Citations
Maximization of lung segmentation of generative adversarial network for using taguchi approach	26
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	22
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	20
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	19
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	18
Seagull optimization-based near-duplicate image detection in large image databases	15
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	14
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	14
A novel chaos map based medical image encryption scheme	14
A deep learning model to detect foggy images for vision enhancement	13
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	12
Photo forgery detection using RGB color model permutations	11
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	11
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	11
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	11
Information extraction for different layouts of invoice images	11
Fused features for no reference image quality assessment	10
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	10
A novel approach using the local energy function and its variations for medical image fusion	10
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	9
Advancements in adversarial generative text-to-image models: a review	9
MLUF-MVSNet: an improved feature extraction and enhanced attention for unsupervised contrastive learning in multi-view 3D reconstruction	9
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	9
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	9
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	8

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