OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 68. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	639
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	361
Optimal Transport-Based Patch Matching for Image Style Transfer	310
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	234
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	229
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	223
Disaggregation Distillation for Person Search	204
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	201
Semantic-Aware Triplet Loss for Image Classification	193
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	177
Improving Vision Anomaly Detection With the Guidance of Language Modality	155
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	150
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	147
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	140
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	135
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	131
Few-Shot Generative Model Adaptation via Style-Guided Prompt	129
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	124
Pixel Bleach Network for Detecting Face Forgery Under Compression	123
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	122
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	118
Asymptotics-Aware Multi-View Subspace Clustering	117
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	115
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	114
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	111

Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	111
Annealing Genetic GAN for Imbalanced Web Data Learning	110
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	110
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	110
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	108
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	107
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	107
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	103
Exploring Kernel Transformations for Implicit Neural Representations	100
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	98
ICE: Interactive 3D Game Character Facial Editing via Dialogue	96
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	96
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	94
Unsupervised Learning-Based Framework for Deepfake Video Detection	92
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	91
Scale Up Composed Image Retrieval Learning via Modification Text Generation	89
Weakly-Supervised 3D Visual Grounding based on Visual Language Alignment	88
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	87
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	87
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	85
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	84
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	84
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	84
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	83
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	83
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	83
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	82
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	81
Neighborhood Contrastive Transformer for Change Captioning	81
Structured Attention Network for Referring Image Segmentation	80
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	80
Progressive Local Filter Pruning for Image Retrieval Acceleration	78
FoodSAM: Any Food Segmentation	76
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	75
Guided Image-to-Image Translation by Discriminator-Generator Communication	75
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	75
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	75
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	74
Dynamic Contrastive Distillation for Image-Text Retrieval	74
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	73
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images	73
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	73
Unsupervised Image and Text Fusion for Travel Information Enhancement	70
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	68
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	68