OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Tools and Applications is 72. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1205
Quality evaluation of commercially available healthcare applications for prostate cancer management	1064
An effective sharing approach of selective video frames for secure multimedia transmission	251
Switching network for mixing experts with application to traffic sign recognition	182
Gait recognition based on margin sample mining loss	175
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	159
Body size measurement based on deep learning for image segmentation by binocular stereovision system	157
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	154
Secure map legends based on just noticeable distortion and watermark bit recovery	152
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	148
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	139
Faulty RJ45 connectors detection on radio base station using deep learning	135
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	132
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	130
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	130
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	127
Infrared target recognition with deep learning algorithms	126
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	126
Weakly supervised semantic segmentation with segments and neighborhood classifiers	125
A real time target face tracking algorithm based on saliency detection and Camshift	123
Content-adaptive mode decision for low complexity 3D-HEVC	120
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	119
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	115
High capacity reversible data hiding in encrypted images using block labeling	114
Unsupervised learning based dual-branch fusion low-light image enhancement	113

ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	113
The recommendation of satisfactory product for new users in social commerce website	109
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	108
Optimal sequence reordering for low delay screen content coding	108
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	108
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	107
JULive3D: a live image acquisition protocol for real-time 3D face recognition	106
Multi-task person re-identification via attribute and part-based learning	105
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	105
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	102
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	101
Spatio-temporal convolutional residual network for regional commercial vitality prediction	100
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	96
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	94
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	93
A conditional random field framework for language process in product review mining	93
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	91
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	90
Systematic review of content analysis algorithms based on deep neural networks	89
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	89
Facial expression recognition based on strong attention mechanism and residual network	86
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	86
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	83
Wuthering heights: gauging fear at altitude in virtual reality	83
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	83
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	82
StegGAN: hiding image within image using conditional generative adversarial networks	82
Acquisition super resolution from infrared images using proposed techniques	81
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	81
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	81
A service collaboration method based on mobile edge computing in internet of things	80
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	80
Face detection for rail transit passengers based on single shot detector and active learning	80
ECG compression using optimized B-spline	78
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	77
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	76
Performance analysis of multiple input single layer neural network hardware chip	75
A state-of-the-art review on adversarial machine learning in image classification	75
Anti-forensics of fake stereo audio using generative adversarial network	75
Lane detection techniques for self-driving vehicle: comprehensive review	74
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	74
A survey on digital video stabilization	73
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	73
A graphical tool for formal verification using Event-B modeling	73
Finger vein recognition techniques: a comprehensive review	73
Personalized saliency prediction using color spaces	72
Detection of natural wood defects with large color differences based on branched network	72
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	72