OOIR: Observatory of International Research

Papers

(The TQCC of Computational Visual Media is 8. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Geometry-aware 3D pose transfer using transformer autoencoder	2169
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	2056
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	842
Front Cover	187
Heuristic Weakly Supervised 3D Human Pose Estimation	92
Towards harmonized regional style transfer and manipulation for facial images	83
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	77
3D face recognition: A comprehensive survey in 2022	76
PE Loss: Perception-Enhanced Distortion-Oriented Loss for Image Restoration	70
Real-Time Woven Fabric Rendering Using SGGX Fitting	64
Controllable multi-domain semantic artwork synthesis	63
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	50
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	43
Front Cover	40
Recent advances in glinty appearance rendering	34
Neighborhood co-occurrence modeling in 3D point cloud segmentation	30
Central similarity consistency hashing for asymmetric image retrieval	27
Practical construction of globally injective parameterizations with positional constraints	27
Temporal vectorized visibility for direct illumination of animated models	26
Anchor-Regularized GAN Priors	25
A causal convolutional neural network for multi-subject motion modeling and generation	24
Neural Scene Baking for Permutation Invariant Transparency Rendering with Real-Time Global Illumination	22
See More, Know More: Richer Prior Knowledge for Novel Class Discovery	22
Neural Reconstruction and Super-Resolution for Foveated Real-Time Rendering	21
Self-Supervised Learning for Pre-Training 3D Point Clouds: A Survey	21

Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	19
Contents	19
Multi-granularity sequence generation for hierarchical image classification	19
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	19
Image-guided color mapping for categorical data visualization	19
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	18
ARM3D: Attention-based relation module for indoor 3D object detection	17
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	16
MusicFace: Music-driven expressive singing face synthesis	16
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	15
Photorealistic Fire Scene Video Generation via Multimodal Large Language Model and Pre-Trained Video Diffusion Model	15
Message from Guest Editors of the CVM 2025 Special Issue	15
Multi3D: 3D-aware multimodal image synthesis	14
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	13
Let's all dance: Enhancing amateur dance motions	13
A survey of urban visual analytics: Advances and future directions	13
Watertight surface reconstruction method for CAD models based on optimal transport	13
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	12
Prediction of Scene Plausibility	12
DepthGAN: GAN-based depth generation from semantic layouts	12
MMRelief: Modeling Multi-Human Relief from a Single Photograph	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Front Cover	12
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	12
Global video object segmentation with spatial constraint module	11
Co-occurrence based texture synthesis	11
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	11
Mindstorms in Natural Language-Based Societies of Mind	11
Benchmarking visual SLAM methods in mirror environments	10
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	10
Front cover	10
Deep unfolding multi-scale regularizer network for image denoising	10
Front cover	10
Front cover	9
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	9
Exploring Contextual Priors for Real-World Image Super-Resolution	9
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	9
Neural video field editing	9
Continuous Indexed Points for Multivariate Volume Visualization	9
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View	9
Deep panoramic depth prediction and completion for indoor scenes	9
Contents	8
SMixNet: Style Mixture Network for Exemplar-Based Image Translation	8
Contents	8
Focusing on your subject: Deep subject-aware image composition recommendation networks	8
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
SGformer: Boosting transformers for indoor lighting estimation from a single image	8
PuzzleSorter: Certainty-Aware Visual Restoration of Multiple Cultural Artifacts	8
Non-dominated sorting based multi-page photo collage	8

FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	8
Dynamic ocean inverse modeling based on differentiable rendering	8
Front cover	8
Point cloud completion via structured feature maps using a feedback network	8