OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Multimedia is 66. 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 2021-07-01 to 2025-07-01.)

Article	Citations
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	577
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	330
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	292
Optimal Transport-Based Patch Matching for Image Style Transfer	216
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	214
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	198
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	189
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	182
Disaggregation Distillation for Person Search	165
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	164
Guided Image-to-Image Translation by Discriminator-Generator Communication	151
One-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	140
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	136
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	126
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	126
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	125
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	112
Semantic-Aware Triplet Loss for Image Classification	112
Improving Vision Anomaly Detection With the Guidance of Language Modality	110
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	109
Few-Shot Generative Model Adaptation via Style-Guided Prompt	107
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	105
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	104
Pixel Bleach Network for Detecting Face Forgery Under Compression	104
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	104

Dynamic Contrastive Distillation for Image-Text Retrieval	103
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	103
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	102
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	101
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	100
Asymptotics-Aware Multi-View Subspace Clustering	95
Unsupervised Learning-Based Framework for Deepfake Video Detection	95
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	94
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	90
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	90
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	89
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	85
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	85
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	84
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	82
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	82
Exploring Kernel Transformations for Implicit Neural Representations	82
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	78
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	77
ICE: Interactive 3D Game Character Facial Editing via Dialogue	76
Structured Attention Network for Referring Image Segmentation	75
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	75
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	74
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	74
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	74
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	74
Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval	74
Progressive Local Filter Pruning for Image Retrieval Acceleration	74
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	73
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	72
FoodSAM: Any Food Segmentation	72
Annealing Genetic GAN for Imbalanced Web Data Learning	71
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	70
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	70
Neighborhood Contrastive Transformer for Change Captioning	69
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	69
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	67
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	67
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	66
Unsupervised Image and Text Fusion for Travel Information Enhancement	66
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	66