OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Multimedia Computing Communications and Applicatio is 32. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Dual-path Convolutional Image-Text Embeddings with Instance Loss	227
Depth Image Denoising Using Nuclear Norm and Learning Graph Model	143
DenseNet-201-Based Deep Neural Network with Composite Learning Factor and Precomputation for Multiple Sclerosis Classification	105
Understanding and Creating Art with AI: Review and Outlook	91
Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking	90
Chinese Image Captioning via Fuzzy Attention-based DenseNet-BiLSTM	79
Age-Invariant Face Recognition by Multi-Feature Fusionand Decomposition with Self-attention	77
A Fast Defogging Image Recognition Algorithm Based on Bilateral Hybrid Filtering	75
Securing Multimedia by Using DNA-Based Encryption in the Cloud Computing Environment	71
Precise No-Reference Image Quality Evaluation Based on Distortion Identification	68
TripRes	65
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders	63
A Weakly Supervised Semantic Segmentation Network by Aggregating Seed Cues: The Multi-Object Proposal Generation Perspective	57
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry, and Fusion	53
Deep Learning-based Smart Predictive Evaluation for Interactive Multimedia-enabled Smart Healthcare	51
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	51
Compatibility-Aware Web API Recommendation for Mashup Creation via Textual Description Mining	49
Conditional LSTM-GAN for Melody Generation from Lyrics	49
Attention-Based Modality-Gated Networks for Image-Text Sentiment Analysis	47
Trust Mechanism of Feedback Trust Weight in Multimedia Network	42
Perceptual Quality Assessment of Low-light Image Enhancement	41
Data Hiding	41
A Survey on Healthcare Data: A Security Perspective	40
Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection	38
Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020	38

Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration	35
A Multimodal, Multimedia Point-of-Care Deep Learning Framework for COVID-19 Diagnosis	35
Blind Image Quality Assessment by Natural Scene Statistics and Perceptual Characteristics	35
Towards Integrating Image Encryption with Compression: A Survey	35
Recurrent Attention Network with Reinforced Generator for Visual Dialog	34
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data	33
Multitarget Tracking Using Siamese Neural Networks	32
Cross-modal Graph Matching Network for Image-text Retrieval	32