OOIR: Observatory of International Research

Papers

(The median citation count of Imaging Science Journal is 1. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Image caption generation via improved vision-language pre-training model: perception towards image retrieval	151
Energy based denoising convolutional neural network for image enhancement	18
Comparative analysis of deep learning classifiers for diabetic retinopathy identification and detection	15
Joint first and second order total variation decomposition for remote sensing images destriping	12
Enhancing colour image encryption through parameters optimization of memristive hyperchaotic system with CPSO algorithm and LSAIM	11
Cascaded combination of total variation regularization and contrast limited adaptive histogram equalization based image dehazing	11
Depthwise convolution based pyramid ResNet model for accurate detection of COVID-19 from chest X-Ray images	9
Degradation-aware dynamic kernel for blind super-resolution	9
MSRFNet for skin lesion segmentation and deep learning with hybrid optimization for skin cancer detection	8
Accurate demarcation of a biased nucleus from H&E-stained follicular lymphoma tissues samples	8
Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network	8
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI	8
A novel approach using the local energy function and its variations for medical image fusion	8
Real time facial expression and gender recognition with feature integrated CNN	7
Sexing from the orbital measurements using computed tomography images and discriminant function analysis in Turkish population	6
Breast cancer detection in digital mammography using a novel hybrid approach of Salp Swarm and Cuckoo Search algorithm with deep belief network classifier	6
Minimum error threshold segmentation method for SAR image based on Rayleigh distribution assumption	6
Information extraction for different layouts of invoice images	5
Leveraging ordinal depth for accurate transmission estimation in single image dehazing	5
A novel chaos map based medical image encryption scheme	5
Multimodal medical image fusion using residual network 50 in non subsampled contourlet transform	5
Maximization of lung segmentation of generative adversarial network for using taguchi approach	5
Seagull optimization-based near-duplicate image detection in large image databases	5
SHBO-based U-Net for image segmentation and FSHBO-enabled DBN for classification using hyperspectral image	5
AMIBO: intelligent social conversational agent using artificial intelligence	5

Analysis of coding unit partitioning and complexity reduction at intra-prediction mode of HEVC	5
Internal quality assessment of mango fruit: an automated grading system with ensemble classifier	5
Automatic phytoplankton image smoothing through integrated dual image histogram specification and enhanced background removal method	4
An automatic COVID-19 diagnosis from chest X-ray images using a deep trigonometric convolutional neural network	4
Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement	4
Photo forgery detection using RGB color model permutations	4
An estimation and analysis method for suspended sediment and depth map of Gulf of Mannar	4
3D reconstruction quality assessment using 2D reprojection with dynamic partitioning	4
Effective lung cancer diagnosis using multi-focus fusion of CT and PET images with deep learning strategies	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 review of advances in image inpainting research	4
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer	4
Encryption and steganography-based text extraction in IoT using the EWCTS optimizer	3
A novel Sine–Tangent–Sine chaotic map and dynamic S-box-based video encryption scheme	3
Impact of the Internet of Medical Things on Artificial Intelligence-enhanced medical imaging systems from 2019 to 2023	3
Double OptconNet architecture based facial expression recognition in video processing	3
Design of inception ResNet V2 for detecting malarial infection using the cell image captured from microscopic slide	3
Greyscale correction algorithm of aerial filter array multispectral image	3
A-DQRBRL: attention based deep Q reinforcement battle royale learning model for sports video classification	3
A deep learning model to detect foggy images for vision enhancement	3
Deep learning-based image watermarking technique with hybrid DWT-SVD	3
Encoder–decoder semantic segmentation models for pressure wound images	3
Multi-mode dictionaries for fast CS-based dynamic MRI reconstruction	3
ALMEGA-VIR: face video retrieval system	3
Hybrid deep autoencoder network based adaptive cross guided bilateral filter for motion artifacts correction and denoising from MRI	3
Hybrid deep learning algorithm for brain tumour detection	3
A color image encryption scheme using customized map	3
Innovations in X-ray tube design and instrumentation for conventional radiological applications: a scoping review	3
A novel method for video enhancement under low light using BFR-SEQT technique	3
Enhanced fuzzy Gaussian networks for sputum image based Mycobacterium detection	3
Resnet-Unet-FSOA based cranial nerve segmentation and medial axis extraction using MRI images	2
A review of deep learning-based image style transfer research	2
Video enhancement for dense haze removal using an optimized multi-task evolutionary artificial neural network	2
Photonics radar based LSS targets’ postures’ m-D and cadence frequency imaging using empirical wavelet transform technique	2
Automatic detection of microaneurysms using DeTraC deep convolutional neural network classifier with woodpecker mating algorithm	2
Adaptive rule-based colour component weight assignment strategy for underwater video enhancement	2
Skull stripping on multimodal brain MRI scans using thresholding and morphology	2
Brain tumor segmentation and classification using optimized U-Net	2
Fused features for no reference image quality assessment	2
Attention-based lightweight deep hybrid CNN framework for image restoration	2
Hybrid classification framework for chronic kidney disease prediction model	2
Gauss-Seidel based spatially varying optimal regularization improves reconstruction in diffuse optical tomography	2
Advancements in adversarial generative text-to-image models: a review	2
EWPCO-enabled Shepard convolutional neural network for classification of brain tumour using MRI image	2
K-Net-Deep joint segmentation with Taylor driving training optimization based deep learning for brain tumor classification using MRI	2
A cost-sensitive logistic regression model for breast cancer detection	2
3D mesh model segmentation based on skeleton extraction	2
Meta-baseline based on deep neuro-fuzzy network for few-shot plant leaf fungal diseases recognition	2
Performance evaluation of linear and nonlinear filters for despeckling B mode foetal heart ultrasound images	2
Kernel adaptive Gaussian feature transformation federated learning for digital image quality enhancement	2

A robust and high embedding capacity watermarking technique for telemedicine	1
Subtraction technique on ¹⁸F-fluoro-2-deoxy-d-glucose positron emission tomography (¹⁸F-FDG-PET) images	1
HBA optimized Efficient CNN in Human Activity Recognition	1
Image segmentation using K-means clustering, Gabor filter and moving mesh method	1
A gravity inspired clustering algorithm for gene selection from high-dimensional microarray data	1
Texture-driven super-resolution of ultrasound images using optimized deep learning model	1
Zero-bit fragile watermarking for medical image tamper detection and recovery using RS code and lifting wavelet transform	1
ADTBO: Aquila driving training-based optimization with deep learning for skin cancer detection	1
Tomato plant leaf disease detection using generative adversarial network and deep convolutional neural network	1
Image noise removal using optimal deep learning-based noisy pixel identification and image enhancement	1
Unsupervised low-light image enhancement by data augmentation and contrastive learning	1
Prostate cancer classification with MRI using Taylor-Bird Squirrel Optimization based Deep Recurrent Neural Network	1
QSLRS-CNN: Qur'anic sign language recognition system based on convolutional neural networks	1
Facial emotion detection using thermal and visual images based on deep learning techniques	1
An integrated region proposal and spatial information guided convolution network based object recognition for visually impaired persons’ indoor assistive navigation	1
POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network	1
An efficient Berkeley’s wavelet convolutional transfer learning and local binary Gabor fuzzy C-means clustering for brain tumour detection	1
Spatial data mining-focused research on image processing techniques for remotely sensed images	1
A novel and efficacious use of three-dimensional intertwining logistic map for the security of greyscale images	1
An optimization of target classification tracking and mathematical modelling for control of autopilot	1
Recognition of brain stroke shape using multiscale morphological image processing	1
An image compression approach for efficient pneumonia recognition	1
Dry gelatin ‘Photo-mechanical’ plates – their significance in the evolution of scientific & technical photography	1
Classification of COVID-19 images based on transfer learning and feature fusion	1
Super pixels transmission map-based object detection using deep neural network in UAV video	1
Adaptive enhancement method of irregular low-pixel architectural design image based on lightness component	1
Phase congruency-based filtering approach combined with a convolutional network for lung CT image analysis	1
Integrating multi-predictions encryption with histogram shifting secret-sharing for high-capacity two-layer image data hiding	1
Enhanced prediction using deep neural network-based image classification	1
ASALD: adaptive sparse augmented lagrangian deblurring of underwater images with optical priori	1
Wavelet energy-based adaptive retinex algorithm for low light mobile video enhancement	1
Review on learning framework for facial expression recognition	1
Matching evaluation based on image content discriminative features for different image types	1
Visual question answering model based on the fusion of multimodal features by a two-way co-attention mechanism	1
Efficient key frame extraction and hybrid wavelet convolutional manta ray foraging for sports video classification	1
Mining large-gradient subsidence monitoring using D-InSAR optimized by GNSS	1
A low-resolution real-time face recognition using extreme learning machine and its variants	1
Study of onset in brain dementia using hierarchical wolf colony optimization and dual deep learning technique	1
Merchant ship classification in high-resolution SAR image based on joint superstructure scattering features	1
Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework	1
Deep convolutional neural network-based effective model for 2D ear recognition using data augmentation	1
A multiscale feature fusion method for cursive text detection in natural scene images	1
An efficient brain tumor classification using MRI images with hybrid deep intelligence model	1
Graded fuzzy edge detection for imperceptibility optimization of image steganography	1
Deep feature fusion and optimized feature selection based ensemble classification of liver lesions	1
A visually meaningful image encryption scheme based on a 5D chaotic map and deep learning	1
Adaptive multi-predictor based reversible data hiding with superpixel irregular block sorting and optimization	1
A novel framework of multimodal medical image fusion using adaptive NSST and optimized deep learning approach	1
Biomarker for detecting myocardial ischemia using multi class particle swarm optimization	1
No-reference image quality assessment based on information entropy vision transformer	1
An efficient separable reversible data hiding method based on bit pair difference at pixel level	1
3D modeling in the art of photographic expansion	1
Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge	1
Transfer learning-based CNN diagnostic framework for diagnosis of COVID-19 from lung CT images	1
An intelligent flower classification framework: optimal hybrid flower pattern extractor with adaptive dynamic ensemble transfer learning-based convolutional neural network	1
Study and implementation of automated system for detection of PCOS from ultrasound scan images using artificial intelligence	1
Conditional random field-recurrent neural network segmentation with optimized deep learning for brain tumour classification using magnetic resonance imaging	1
A self-validation Noise2Noise training framework for image denoising	1
Opponent colour median-based scale invariant local ternary pattern: a new feature descriptor for moving object detection	1
Improved breast cancer detection using fusion of bimodal sonographic features through binary firefly algorithm	1
Histopathological image-based breast cancer detection employing 3D-convolutional neural network feature extraction and Stochastic Diffusion Kernel Recursive Neural Networks classification	1
Markov chain latent space probabilistic for feature optimization along with Hausdorff distance similarity matching in content-based image retrieval	1
A genetic algorithm based image steganography scheme with high embedding capacity and low distortion	1
Chronological-hybrid optimization enabled deep learning for boundary segmentation and osteoporosis classification using femur bone	1
Region-based Convolutional Neural Network (R-CNN) architecture for auto-cropping of pancreatic computed tomography	1