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 2022-05-01 to 2026-05-01.)

Article	Citations
Improving Vision Anomaly Detection With the Guidance of Language Modality	904
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	497
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	353
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	325
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	243
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	192
Pixel Bleach Network for Detecting Face Forgery Under Compression	181
Mix-Based Training Strategies for Learning Implicit Neural Representations	181
Semantic-Aware Triplet Loss for Image Classification	176
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	175
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	173
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization	172
Vision-Controllable Language Model for Image-Guided Story Ending Generation	154
FoodSAM: Any Food Segmentation	149
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	146
Asymptotics-Aware Multi-View Subspace Clustering	143
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	142
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	142
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	140
Self-Guided Discriminative Locality Preserving Projections	136
Disaggregation Distillation for Person Search	135
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	134
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	134
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	130
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	128

AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	126
SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images	126
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation	123
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	123
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	122
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	121
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	117
Posture-Movement-Frequency-Enhanced Graph Convolutional Network for Gait Emotion Recognition	115
Mask-Aware Kernel Learning for Action Recognition	114
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	111
Dynamic Contrastive Distillation for Image-Text Retrieval	111
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	110
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	109
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	109
Exploring Kernel Transformations for Implicit Neural Representations	107
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	105
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	104
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	101
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	101
Transferable Backdoor Attack on Any CLIP Model With Any Target Class by Pre-Trained Hack Network	99
Optimal Transport-Based Patch Matching for Image Style Transfer	98
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	96
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	96
Long Video Understanding with Learnable Retrieval in Video-Language Models	96
Guided Image-to-Image Translation by Discriminator-Generator Communication	95
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	94
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	93
Progressive Local Filter Pruning for Image Retrieval Acceleration	93
ViDR-GNN: Vision Implicit Discriminative Reorganization Graph Neural Networks	92
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	92
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	92
HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion Models	91
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	91
ICE: Interactive 3D Game Character Facial Editing via Dialogue	90
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	89
Towards Substation Semantic Segmentation: A benchmark dataset and a cross-attention embedded hierarchical network	89
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	89
Outliers Adaptation Exploration and Centroids Matching Label Refinement for Unsupervised Person Re-identification	87
Few-Shot Generative Model Adaptation via Style-Guided Prompt	87
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	86
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	86
Distributed Deep Point Cloud Feature Compression for Vehicle-to-Vehicle Cooperative Perception	86
MVPC-CLIP: Multi-Granularity Visual Prompt Co-Operative for Aerial Video Recognition	85
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	85
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	83
PropMambaSR: Lightweight Image Super-Resolution with Propagation State Space Model	81
DWSF-Net: A Dynamic Wavelet-based Spatial-frequency Fusion Network for Multispectral Object Detection	79
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	78
3D-SceneQ: Empowering 3D LLM with Query-Guided Adaptive Pruning and Multi-modal Feature Enhancement	78
Revisiting the Adversarial Transferability: Towards a Perspective of Semantic Preservation	77

Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	77
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	76
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	76