OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Multimedia Computing Communications and Applicatio is 33. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Understanding and Creating Art with AI: Review and Outlook	164
Depth Image Denoising Using Nuclear Norm and Learning Graph Model	161
Age-Invariant Face Recognition by Multi-Feature Fusionand Decomposition with Self-attention	117
Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking	109
Precise No-Reference Image Quality Evaluation Based on Distortion Identification	89
A Fast Defogging Image Recognition Algorithm Based on Bilateral Hybrid Filtering	84
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders	78
Chinese Image Captioning via Fuzzy Attention-based DenseNet-BiLSTM	78
TripRes	73
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry, and Fusion	67
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	62
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration	62
Conditional LSTM-GAN for Melody Generation from Lyrics	59
A Weakly Supervised Semantic Segmentation Network by Aggregating Seed Cues: The Multi-Object Proposal Generation Perspective	56
Music2Dance: DanceNet for Music-Driven Dance Generation	55
Deep Learning-based Smart Predictive Evaluation for Interactive Multimedia-enabled Smart Healthcare	55
Cross-modal Graph Matching Network for Image-text Retrieval	55
Compatibility-Aware Web API Recommendation for Mashup Creation via Textual Description Mining	54
Perceptual Quality Assessment of Low-light Image Enhancement	49
Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection	49
Trust Mechanism of Feedback Trust Weight in Multimedia Network	46
Towards Integrating Image Encryption with Compression: A Survey	45
A Survey on Healthcare Data: A Security Perspective	42
Spherical Convolution Empowered Viewport Prediction in 360 Video Multicast with Limited FoV Feedback	42
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data	41

A Review on Methods and Applications in Multimodal Deep Learning	40
An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks	40
Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020	39
Local Correlation Ensemble with GCN Based on Attention Features for Cross-domain Person Re-ID	37
A Multimodal, Multimedia Point-of-Care Deep Learning Framework for COVID-19 Diagnosis	37
UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics	36
Integrating Scene Semantic Knowledge into Image Captioning	34
Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition	33