OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia 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 2021-11-01 to 2025-11-01.)

Article	Citations
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	706
Disaggregation Distillation for Person Search	390
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	335
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	255
Improving Vision Anomaly Detection With the Guidance of Language Modality	249
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	243
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	241
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	205
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	202
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	194
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	161
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	161
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	160
Exploring Kernel Transformations for Implicit Neural Representations	158
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	149
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	140
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	138
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	135
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	134
Dynamic Contrastive Distillation for Image-Text Retrieval	134
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images	132
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	131
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	130
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	129
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	128

BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	122
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	119
Neighborhood Contrastive Transformer for Change Captioning	117
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	113
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	113
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	113
Progressive Local Filter Pruning for Image Retrieval Acceleration	111
ICE: Interactive 3D Game Character Facial Editing via Dialogue	110
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	109
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	108
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	105
Structured Attention Network for Referring Image Segmentation	104
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	101
Semantic-Aware Triplet Loss for Image Classification	100
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	100
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	98
Pixel Bleach Network for Detecting Face Forgery Under Compression	98
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	98
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	97
Few-Shot Generative Model Adaptation via Style-Guided Prompt	95
Asymptotics-Aware Multi-View Subspace Clustering	94
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	93
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	92
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	91
Guided Image-to-Image Translation by Discriminator-Generator Communication	91
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	90
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	90
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	88
Unsupervised Learning-Based Framework for Deepfake Video Detection	88
Mix-Based Training Strategies for Learning Implicit Neural Representations	87
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	86
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	85
Optimal Transport-Based Patch Matching for Image Style Transfer	84
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	84
FoodSAM: Any Food Segmentation	83
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	81
Scale Up Composed Image Retrieval Learning via Modification Text Generation	81
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	80
Self-Guided Discriminative Locality Preserving Projections	79
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	78
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	78
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	78
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	76
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	76
Annealing Genetic GAN for Imbalanced Web Data Learning	75
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	73
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	73
JPEG AI Compressed Domain Face Detection: a Multi-scale Bridging Perspective	72
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	72
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	72

Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	72
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	72