OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 67. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	611
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	345
Optimal Transport-Based Patch Matching for Image Style Transfer	300
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	225
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	220
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	212
Disaggregation Distillation for Person Search	200
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	188
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	180
Semantic-Aware Triplet Loss for Image Classification	169
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	152
Improving Vision Anomaly Detection With the Guidance of Language Modality	145
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	140
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	134
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	133
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	127
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	119
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	116
Dynamic Contrastive Distillation for Image-Text Retrieval	116
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	114
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	113
Few-Shot Generative Model Adaptation via Style-Guided Prompt	112
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	111
Pixel Bleach Network for Detecting Face Forgery Under Compression	109
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	107

Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	107
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	107
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	107
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	106
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	106
Asymptotics-Aware Multi-View Subspace Clustering	106
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	102
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	100
Exploring Kernel Transformations for Implicit Neural Representations	97
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	93
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	91
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	91
Structured Attention Network for Referring Image Segmentation	88
ICE: Interactive 3D Game Character Facial Editing via Dialogue	88
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	87
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	86
FoodSAM: Any Food Segmentation	85
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	85
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	81
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	81
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	81
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	81
Annealing Genetic GAN for Imbalanced Web Data Learning	81
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	80
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	79
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	78
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	78
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	77
Unsupervised Learning-Based Framework for Deepfake Video Detection	77
Progressive Local Filter Pruning for Image Retrieval Acceleration	76
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	75
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	75
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	74
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	74
Neighborhood Contrastive Transformer for Change Captioning	73
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	73
Guided Image-to-Image Translation by Discriminator-Generator Communication	71
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	71
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	71
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