OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Tools and Applications is 69. 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
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	1122
A new robust approach for altered handwritten text detection	982
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	229
Quality evaluation of commercially available healthcare applications for prostate cancer management	175
An effective sharing approach of selective video frames for secure multimedia transmission	158
Switching network for mixing experts with application to traffic sign recognition	149
Gait recognition based on margin sample mining loss	144
Improving precision of objective image/video quality meters	142
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	138
Body size measurement based on deep learning for image segmentation by binocular stereovision system	136
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	131
Secure map legends based on just noticeable distortion and watermark bit recovery	128
A graphical tool for formal verification using Event-B modeling	123
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	123
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	118
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	118
Mitigating cross-client GANs-based attack in federated learning	118
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	115
Camera module Lens blemish detection based on neural network interpretability	114
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	114
Faulty RJ45 connectors detection on radio base station using deep learning	111
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	109
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	106
Infrared target recognition with deep learning algorithms	105
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	105

Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	105
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	105
Weakly supervised semantic segmentation with segments and neighborhood classifiers	104
A real time target face tracking algorithm based on saliency detection and Camshift	102
The recommendation of satisfactory product for new users in social commerce website	102
Personalized saliency prediction using color spaces	101
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	100
Wuthering heights: gauging fear at altitude in virtual reality	97
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	97
Optimal sequence reordering for low delay screen content coding	97
JULive3D: a live image acquisition protocol for real-time 3D face recognition	96
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	96
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	92
Finger vein recognition techniques: a comprehensive review	91
Image steganography based on difference of Gaussians edge detection	87
Plant classification in the wild: Energy evaluation for deep learning models	86
Multi-task person re-identification via attribute and part-based learning	86
Fake region identification in an image using deep learning segmentation model	85
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	84
EmoffMeme: identifying offensive memes by leveraging underlying emotions	82
Dress-up: deep neural framework for image-based human appearance transfer	81
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	81
Spatio-temporal convolutional residual network for regional commercial vitality prediction	80
Anti-forensics of fake stereo audio using generative adversarial network	80
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	78
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	78
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	77
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	76
A conditional random field framework for language process in product review mining	75
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	75
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	74
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	73
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	73
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	72
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	72
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	71
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	71
StegGAN: hiding image within image using conditional generative adversarial networks	71
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	71
A survey on digital video stabilization	71
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	70
Lane detection techniques for self-driving vehicle: comprehensive review	70
Systematic review of content analysis algorithms based on deep neural networks	70
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	69
The improved method in fabric image classification using convolutional neural network	69
Facial expression recognition based on strong attention mechanism and residual network	69