OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Multimedia Computing Communications and Applicatio is 38. 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 2022-05-01 to 2026-05-01.)

Article	Citations
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	398
Hypercube Pooling for Visual Semantic Embedding	159
Backdoor Two-Stream Video Models on Federated Learning	155
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	117
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	102
ForgeFinder: Perceptive Multimodal Deepfake Detection via Multi-grained Forgery Localization	84
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	80
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	80
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	79
Quantum Fourier Convolutional Network	75
Attentional Composition Networks for Long-Tailed Human Action Recognition	65
Semi-supervised Learning for Mars Imagery Classification and Segmentation	61
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	59
Enhanced Video Super-Resolution Network towards Compressed Data	59
HTTP Adaptive Streaming: A Review on Current Advances and Future Challenges	59
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	56
Towards Intelligent Attack Detection Using DNA Computing	54
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	53
CVLP-NaVD: Contrastive Visual-language Pre-training Models for Non-annotated Visual Description	51
SEADUNet: A Multilingual Ancient Document Image Binarization using EMCAM Attention Mechanism and SCP	49
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	46
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	46
High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers	45
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	45
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	45

Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	44
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	44
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	44
Towards Generalizable Deepfake Detection by Primary Region Regularization	44
Exploring Talking Head Models with Adjacent Frame Prior for Speech-Preserving Facial Expression Manipulation	43
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	43
Rank-in-Rank Loss for Person Re-identification	43
Infrared and Visible Image Fusion via Text-Prior Guided Frequency-Domain Decomposition	42
A Comprehensive Survey on Methods for Image Integrity	42
Tensorial Evolutionary Optimization for Natural Image Matting	42
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	41
New Metrics and Dataset for Biological Development Video Generation	40
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	39
(Compress and Restore) ^N : A Robust Defense Against Adversarial Attacks on Image Classification	38
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	38