OOIR: Observatory of International Research

Papers

(The TQCC of Computational Visual Media is 7. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	1892
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	1709
Towards harmonized regional style transfer and manipulation for facial images	687
Geometry-aware 3D pose transfer using transformer autoencoder	121
Front Cover	111
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	72
3D face recognition: A comprehensive survey in 2022	66
Heuristic Weakly Supervised 3D Human Pose Estimation	59
Neighborhood co-occurrence modeling in 3D point cloud segmentation	58
Controllable multi-domain semantic artwork synthesis	55
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	54
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	52
Front Cover	38
Recent advances in glinty appearance rendering	35
Front cover	33
Anchor-Regularized GAN Priors	32
Practical construction of globally injective parameterizations with positional constraints	30
Multi-granularity sequence generation for hierarchical image classification	27
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	26
Central similarity consistency hashing for asymmetric image retrieval	25
Temporal vectorized visibility for direct illumination of animated models	23
Image-guided color mapping for categorical data visualization	23
A causal convolutional neural network for multi-subject motion modeling and generation	22
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	21
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	21

MusicFace: Music-driven expressive singing face synthesis	20
ARM3D: Attention-based relation module for indoor 3D object detection	20
Message from Guest Editors of the CVM 2025 Special Issue	19
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	19
DepthGAN: GAN-based depth generation from semantic layouts	16
Watertight surface reconstruction method for CAD models based on optimal transport	16
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	15
A survey of urban visual analytics: Advances and future directions	15
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	15
Let's all dance: Enhancing amateur dance motions	14
Reference-guided structure-aware deep sketch colorization for cartoons	14
MMRelief: Modeling Multi-Human Relief from a Single Photograph	13
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	13
Constructing self-supporting surfaces with planar quadrilateral elements	13
Multi3D: 3D-aware multimodal image synthesis	13
Global video object segmentation with spatial constraint module	12
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	12
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	12
Co-occurrence based texture synthesis	12
Mindstorms in Natural Language-Based Societies of Mind	11
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	11
Benchmarking visual SLAM methods in mirror environments	11
Deep unfolding multi-scale regularizer network for image denoising	11
Prediction of Scene Plausibility	11
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	10
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	10
Front cover	10
Front cover	10
Exploring Contextual Priors for Real-World Image Super-Resolution	10
Deep panoramic depth prediction and completion for indoor scenes	10
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
Deep image synthesis from intuitive user input: A review and perspectives	9
Continuous Indexed Points for Multivariate Volume Visualization	9
Front cover	9
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	8
Contents	8
SGformer: Boosting transformers for indoor lighting estimation from a single image	8
Message from the editor-in-chief	8
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
Dynamic ocean inverse modeling based on differentiable rendering	7
PuzzleSorter: Certainty-Aware Visual Restoration of Multiple Cultural Artifacts	7
Immersive analytics meets artificial intelligence: A systematic review	7
Contents	7
Erroneous pixel prediction for semantic image segmentation	7
Point cloud completion via structured feature maps using a feedback network	7
Front cover	7
Visual perception driven collage synthesis	7