OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 61. 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 2021-05-01 to 2025-05-01.)

Article	Citations
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	514
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	288
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	273
Semantic-Aware Triplet Loss for Image Classification	206
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	200
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	194
Optimal Transport-Based Patch Matching for Image Style Transfer	171
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	171
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	154
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	147
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	133
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	132
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	127
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	120
SkyML: A MLaaS Federation Design for Multicloud-based Multimedia Analytics	114
Disaggregation Distillation for Person Search	113
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	108
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	101
Guided Image-to-Image Translation by Discriminator-Generator Communication	101
Pixel Bleach Network for Detecting Face Forgery Under Compression	100
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	99
One-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	98
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	98
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	98
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	97

Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	96
Improving Vision Anomaly Detection With the Guidance of Language Modality	94
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	92
Ensemble Prototype Networks for Unsupervised Cross-modal Hashing with Cross-Task Consistency	91
Asymptotics-Aware Multi-View Subspace Clustering	90
Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval	89
Neighborhood Contrastive Transformer for Change Captioning	87
Annealing Genetic GAN for Imbalanced Web Data Learning	85
Unsupervised Learning-Based Framework for Deepfake Video Detection	81
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	80
ICE: Interactive 3D Game Character Facial Editing via Dialogue	78
Structured Attention Network for Referring Image Segmentation	77
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	77
Dynamic Contrastive Distillation for Image-Text Retrieval	77
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	74
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	73
Progressive Local Filter Pruning for Image Retrieval Acceleration	72
Few-Shot Generative Model Adaptation via Style-Guided Prompt	72
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	72
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	72
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	70
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	69
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	68
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	67
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	66
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	66
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	65
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	64
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	64
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	64
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	63
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	63
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	63
Exploring Kernel Transformations for Implicit Neural Representations	63
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	62
FoodSAM: Any Food Segmentation	62