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 2022-08-01 to 2026-08-01.)

Article	Citations
Maximization of lung segmentation of generative adversarial network for using taguchi approach	40
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	24
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	22
A deep learning model to detect foggy images for vision enhancement	20
Seagull optimization-based near-duplicate image detection in large image databases	17
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	17
A novel approach using the local energy function and its variations for medical image fusion	16
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	16
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	15
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	15
Self-supervised refined edge detection for complex Tibetan patterns via bimodal fusion	15
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	15
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	14
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	14
Enhanced image denoising via colour component decomposition and bit-plane specific CNN models	14
MLUF-MVSNet: an improved feature extraction and enhanced attention for unsupervised contrastive learning in multi-view 3D reconstruction	13
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	13
Advancements in adversarial generative text-to-image models: a review	13
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	13
Image denoising method combining wavelet denoising and improved non-local mean algorithm	12
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	12
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	11
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	11
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	10
Netholo: hologram reconstruction from RGB image in computational holography using deep neural network	10

An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder	10
SwinLPB-Net: a local perception enhanced swin transformer with UPerNet and efficient channel attention for multi-focus image fusion	9
Enhancing temporal consistency in video super-resolution using optical flow-guided deep networks	9
Hybrid feature extraction and LLTSA-based dimension reduction for vein pattern recognition	9
WEL-ODKC: weighted extreme learning optimal diagonal-kernels convolution model for accurate classification of skin lesions	9
Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	9
Heatmap-guided LW-DERT-CS for lightweight and accurate camera calibration	8
Alzheimer disease classification using tawny flamingo based deep convolutional neural networks via federated learning	8
Efficient learned image compression with dual-route attention based on state space modeling	8
A hybrid approach for colour image watermarking: wiener inverse transform factorization and dilated random graph attention network with Osprey optimization	8
Face photo-drawing conversion based on multi-scale feature-enhanced generative adversarial networks	8
Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level	8
Identification of retinal diseases based on retinal blood vessel segmentation using Dagum PDF and feature-based machine learning	7
Protection of COVID-19 images using multiple elliptic curve cryptography	7
Optimizing image retrieval by leveraging YCbCr colour space quadtree segmentation and deep learning models for enhanced accuracy and efficiency	7
Face mask detection in foggy weather from digital images using transfer learning	7
A new degradation model and an improved SRGAN for multi-image super-resolution reconstruction	7
Hybrid optimization enabled deep learning model for Parkinson's disease classification	7
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	6
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
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	6
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	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
AMIBO: intelligent social conversational agent using artificial intelligence	5
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	5
A color image encryption scheme using customized map	4
Low-light image super-resolution reconstruction algorithm based on enhanced feature maps	4
Diffusion-guided kernel regression: interpretable and stable learning for single-image blind motion deblurring	4
Homotopy-based enhancement for robust visibility in low-light imaging	4
PMFHNet: parallel Maxout feed harmonic network for road anomaly object detection in ADAS under low light conditions	4
A digital holographic phase reconstruction algorithm with enhanced denoising capability	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
Interpolation-based initial image for fast fractal decoding	4
A review of deep learning-based image style transfer research	4
An optimization of target classification tracking and mathematical modelling for control of autopilot	4
HBA optimized Efficient CNN in Human Activity Recognition	4
Quality preservation in image denoising through texture-based segmentation and adaptive diffusion filtering for enhanced edge and detail retention	4
Degradation-aware dynamic kernel for blind super-resolution	4
Image super-resolution reconstruction algorithm based on Dopp dual-branch attention	4
ALMEGA-VIR: face video retrieval system	4
An efficient separable reversible data hiding method based on bit pair difference at pixel level	4
Super pixels transmission map-based object detection using deep neural network in UAV video	4
Graded fuzzy edge detection for imperceptibility optimization of image steganography	4
Image deblurring processing model based on dual-pixel image imaging	4