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 2022-08-01 to 2026-08-01.)

Article	Citations
Geometry-aware 3D pose transfer using transformer autoencoder	2263
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	2171
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	885
Front Cover	217
Towards harmonized regional style transfer and manipulation for facial images	106
3D face recognition: A comprehensive survey in 2022	86
PE Loss: Perception-Enhanced Distortion-Oriented Loss for Image Restoration	83
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	80
Heuristic Weakly Supervised 3D Human Pose Estimation	76
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	70
Front Cover	64
Recent advances in glinty appearance rendering	55
Controllable multi-domain semantic artwork synthesis	45
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	45
Real-Time Woven Fabric Rendering Using SGGX Fitting	38
A causal convolutional neural network for multi-subject motion modeling and generation	32
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	28
Temporal vectorized visibility for direct illumination of animated models	27
See More, Know More: Richer Prior Knowledge for Novel Class Discovery	26
Central similarity consistency hashing for asymmetric image retrieval	26
Neural Scene Baking for Permutation Invariant Transparency Rendering with Real-Time Global Illumination	26
Anchor-Regularized GAN Priors	26
Image-guided color mapping for categorical data visualization	22
Practical construction of globally injective parameterizations with positional constraints	22
Neural Reconstruction and Super-Resolution for Foveated Real-Time Rendering	22

Multi-granularity sequence generation for hierarchical image classification	22
Self-Supervised Learning for Pre-Training 3D Point Clouds: A Survey	21
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	20
Contents	19
Photorealistic Fire Scene Video Generation via Multimodal Large Language Model and Pre-Trained Video Diffusion Model	17
ARM3D: Attention-based relation module for indoor 3D object detection	17
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	17
MusicFace: Music-driven expressive singing face synthesis	17
DepthGAN: GAN-based depth generation from semantic layouts	16
Message from Guest Editors of the CVM 2025 Special Issue	16
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	16
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	15
Front Cover	15
Multi3D: 3D-aware multimodal image synthesis	14
A survey of urban visual analytics: Advances and future directions	14
Let's all dance: Enhancing amateur dance motions	13
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	13
Prediction of Scene Plausibility	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Watertight surface reconstruction method for CAD models based on optimal transport	12
Mindstorms in Natural Language-Based Societies of Mind	11
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	11
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	11
MMRelief: Modeling Multi-Human Relief from a Single Photograph	11
Global video object segmentation with spatial constraint module	11
Deep unfolding multi-scale regularizer network for image denoising	11
Benchmarking visual SLAM methods in mirror environments	11
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	11
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	11
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	10
Exploring Contextual Priors for Real-World Image Super-Resolution	10
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	10
Front cover	10
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View	10
Neural video field editing	10
Deep panoramic depth prediction and completion for indoor scenes	9
Contents	9
Contents	9
SGformer: Boosting transformers for indoor lighting estimation from a single image	9
Continuous Indexed Points for Multivariate Volume Visualization	9
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	9
Front cover	9
SMixNet: Style Mixture Network for Exemplar-Based Image Translation	9
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
Front cover	8
Immersive Analytics Meets Artificial Intelligence: A Systematic Review	8
A survey on facial image deblurring	8
Dynamic ocean inverse modeling based on differentiable rendering	8
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	8

Joint specular highlight detection and removal in single images via Unet-Transformer	8
Point cloud completion via structured feature maps using a feedback network	8
Z-STAR+: A zero-shot style transfer method adjusting style distribution	8
Focusing on your subject: Deep subject-aware image composition recommendation networks	8
PuzzleSorter: Certainty-Aware Visual Restoration of Multiple Cultural Artifacts	8