OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 76. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Disaggregation Distillation for Person Search	732
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	405
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	348
Improving Vision Anomaly Detection With the Guidance of Language Modality	272
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	256
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	255
Mix-Based Training Strategies for Learning Implicit Neural Representations	248
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	209
Self-Guided Discriminative Locality Preserving Projections	208
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	198
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	169
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	164
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	164
Exploring Kernel Transformations for Implicit Neural Representations	162
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	153
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	147
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	146
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	143
ICE: Interactive 3D Game Character Facial Editing via Dialogue	142
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	141
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	141
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	141
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	135
Semantic-Aware Triplet Loss for Image Classification	132
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	130

Pixel Bleach Network for Detecting Face Forgery Under Compression	127
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	125
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	119
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	118
Few-Shot Generative Model Adaptation via Style-Guided Prompt	117
Asymptotics-Aware Multi-View Subspace Clustering	117
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	115
FoodSAM: Any Food Segmentation	114
Structured Attention Network for Referring Image Segmentation	112
Optimal Transport-Based Patch Matching for Image Style Transfer	111
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	110
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	107
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	106
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	105
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	103
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	103
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	101
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	100
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	99
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	98
Annealing Genetic GAN for Imbalanced Web Data Learning	98
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	97
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	97
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	96
Scale Up Composed Image Retrieval Learning via Modification Text Generation	95
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	95
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	93
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	93
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	93
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	89
Neighborhood Contrastive Transformer for Change Captioning	88
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	86
Progressive Local Filter Pruning for Image Retrieval Acceleration	86
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	86
Unsupervised Learning-Based Framework for Deepfake Video Detection	85
Guided Image-to-Image Translation by Discriminator-Generator Communication	84
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	84
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	84
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	84
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	83
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	82
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	82
Dynamic Contrastive Distillation for Image-Text Retrieval	82
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	79
SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images	79
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	79
JPEG AI Compressed Domain Face Detection: a Multi-scale Bridging Perspective	78
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	77
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	76
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	76

Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	76
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	76