OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 71. 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 2021-10-01 to 2025-10-01.)

Article	Citations
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	671
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	385
Disaggregation Distillation for Person Search	321
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	245
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	244
Improving Vision Anomaly Detection With the Guidance of Language Modality	233
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	225
Structured Attention Network for Referring Image Segmentation	205
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	198
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	186
Exploring Kernel Transformations for Implicit Neural Representations	155
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	154
Optimal Transport-Based Patch Matching for Image Style Transfer	150
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	150
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	142
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	136
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	132
Dynamic Contrastive Distillation for Image-Text Retrieval	131
Unsupervised Learning-Based Framework for Deepfake Video Detection	128
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	125
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	125
Neighborhood Contrastive Transformer for Change Captioning	125
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	123
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	120
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	119

Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	115
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	115
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	114
Progressive Local Filter Pruning for Image Retrieval Acceleration	114
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	112
ICE: Interactive 3D Game Character Facial Editing via Dialogue	109
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	108
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	107
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	104
Mix-Based Training Strategies for Learning Implicit Neural Representations	103
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	97
Guided Image-to-Image Translation by Discriminator-Generator Communication	96
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	96
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	96
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	93
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	93
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	92
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	91
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	91
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	90
Semantic-Aware Triplet Loss for Image Classification	88
Pixel Bleach Network for Detecting Face Forgery Under Compression	88
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	88
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	86
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	86
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	86
Few-Shot Generative Model Adaptation via Style-Guided Prompt	85
Asymptotics-Aware Multi-View Subspace Clustering	85
Scale Up Composed Image Retrieval Learning via Modification Text Generation	84
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	83
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	83
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	81
Weakly-Supervised 3D Visual Grounding based on Visual Language Alignment	81
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	80
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	79
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	78
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	77
Annealing Genetic GAN for Imbalanced Web Data Learning	77
FoodSAM: Any Food Segmentation	76
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	76
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images	75
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	75
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	74
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	73
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	72
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	71