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 2021-12-01 to 2025-12-01.)

Article	Citations
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	1836
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	1661
Improved fuzzy clustering for image segmentation based on a low-rank prior	666
Towards harmonized regional style transfer and manipulation for facial images	109
Geometry-aware 3D pose transfer using transformer autoencoder	108
Heuristic weakly supervised 3D human pose estimation	71
Front Cover	59
3D face recognition: A comprehensive survey in 2022	57
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	53
Controllable multi-domain semantic artwork synthesis	52
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	47
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	47
Front Cover	38
Recent advances in glinty appearance rendering	34
Neighborhood co-occurrence modeling in 3D point cloud segmentation	32
Front cover	31
Anchor-Regularized GAN Priors	30
Multi-granularity sequence generation for hierarchical image classification	26
Practical construction of globally injective parameterizations with positional constraints	26
A causal convolutional neural network for multi-subject motion modeling and generation	25
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	24
Temporal vectorized visibility for direct illumination of animated models	23
Central similarity consistency hashing for asymmetric image retrieval	23
Image-guided color mapping for categorical data visualization	22
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	21

IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	21
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	20
MusicFace: Music-driven expressive singing face synthesis	20
ARM3D: Attention-based relation module for indoor 3D object detection	19
DepthGAN: GAN-based depth generation from semantic layouts	19
Message from Guest Editors of the CVM 2025 Special Issue	19
Watertight surface reconstruction method for CAD models based on optimal transport	18
Reference-guided structure-aware deep sketch colorization for cartoons	17
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	16
Multi3D: 3D-aware multimodal image synthesis	15
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	15
A survey of urban visual analytics: Advances and future directions	14
Let's all dance: Enhancing amateur dance motions	14
Mindstorms in Natural Language-Based Societies of Mind	13
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
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	12
Global video object segmentation with spatial constraint module	12
Deep unfolding multi-scale regularizer network for image denoising	12
Co-occurrence based texture synthesis	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Benchmarking visual SLAM methods in mirror environments	12
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	11
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	11
Prediction of Scene Plausibility	11
Front cover	10
Exploring Contextual Priors for Real-World Image Super-Resolution	10
SGformer: Boosting transformers for indoor lighting estimation from a single image	10
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	10
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	10
Deep image synthesis from intuitive user input: A review and perspectives	10
Front cover	10
Deep panoramic depth prediction and completion for indoor scenes	10
Front cover	10
Continuous indexed points for multivariate volume visualization	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	9
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	9
PuzzleSorter: Certainty-aware visual restoration of multiple cultural artifacts	8
Contents	8
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	8
Message from the editor-in-chief	8
Point cloud completion via structured feature maps using a feedback network	7
Front cover	7
Joint specular highlight detection and removal in single images via Unet-Transformer	7
Dynamic ocean inverse modeling based on differentiable rendering	7
Erroneous pixel prediction for semantic image segmentation	7
Immersive analytics meets artificial intelligence: A systematic review	7
Visual perception driven collage synthesis	7