OOIR: Observatory of International Research

Papers

(The median citation count of Computational Visual Media is 2. 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 2021-11-01 to 2025-11-01.)

Article	Citations
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	1786
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	1597
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	641
3D face recognition: A comprehensive survey in 2022	108
Geometry-aware 3D pose transfer using transformer autoencoder	94
Towards harmonized regional style transfer and manipulation for facial images	67
Heuristic weakly supervised 3D human pose estimation	58
Front Cover	50
Controllable multi-domain semantic artwork synthesis	48
Neighborhood co-occurrence modeling in 3D point cloud segmentation	47
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	42
Front Cover	41
Recent advances in glinty appearance rendering	38
FRNeRF: Fusion and regularization fields for dynamic view synthesis	34
Temporal vectorized visibility for direct illumination of animated models	31
Multi-granularity sequence generation for hierarchical image classification	29
Image-guided color mapping for categorical data visualization	27
A causal convolutional neural network for multi-subject motion modeling and generation	26
Front cover	24
Practical construction of globally injective parameterizations with positional constraints	24
Central similarity consistency hashing for asymmetric image retrieval	23
Anchor-Regularized GAN Priors	21
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	20
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	19
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	19

ARM3D: Attention-based relation module for indoor 3D object detection	19
MusicFace: Music-driven expressive singing face synthesis	18
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	17
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	16
Message from Guest Editors of the CVM 2025 Special Issue	15
Multi3D: 3D-aware multimodal image synthesis	14
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	14
A survey of urban visual analytics: Advances and future directions	13
Reference-guided structure-aware deep sketch colorization for cartoons	13
DepthGAN: GAN-based depth generation from semantic layouts	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
Let's all dance: Enhancing amateur dance motions	12
Mindstorms in Natural Language-Based Societies of Mind	12
Global video object segmentation with spatial constraint module	12
MMRelief: Modeling Multi-Human Relief from a Single Photograph	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Benchmarking visual SLAM methods in mirror environments	11
MDFP-Net: A model-driven deep neural network for Fourier ptychography	11
Prediction of scene plausibility	10
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	10
Co-occurrence based texture synthesis	10
Uncertainty aware multiple view stereo network with accurate supervision	10
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
Deep panoramic depth prediction and completion for indoor scenes	9
Front cover	9
Deep image synthesis from intuitive user input: A review and perspectives	9
Exploring Contextual Priors for Real-World Image Super-Resolution	9
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	9
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	9
Front cover	9
Deep unfolding multi-scale regularizer network for image denoising	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
Front cover	8
SGformer: Boosting transformers for indoor lighting estimation from a single image	7
Contents	7
Point cloud completion via structured feature maps using a feedback network	7
Dynamic ocean inverse modeling based on differentiable rendering	7
PuzzleSorter: Certainty-aware visual restoration of multiple cultural artifacts	7
Visual perception driven collage synthesis	7
Continuous indexed points for multivariate volume visualization	7
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	7
Message from the editor-in-chief	7
Erroneous pixel prediction for semantic image segmentation	6
A survey on facial image deblurring	6
Front cover	6
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	6
Towards uniform point distribution in feature-preserving point cloud filtering	6
Non-dominated sorting based multi-page photo collage	6
Immersive analytics meets artificial intelligence: A systematic review	6

Joint specular highlight detection and removal in single images via Unet-Transformer	6
Focusing on your subject: Deep subject-aware image composition recommendation networks	6
Message from the editor-in-chief	5
Revitalizing Image Dehazing in the Real World: A High-Quality Dataset and a Customized Method	5
An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	5
Super-resolution reconstruction of single image for latent features	5
A Simple and Effective Filtering Scheme for Improving Neural Fields	5
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	5
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	5
Continual few-shot patch-based learning for anime-style colorization	4
Autocompletion of repetitive stroking with image guidance	4
MagicTalk: Implicit and Explicit Correlation Learning for Diffusion-Based Emotional Talking Face Generation	4
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	4
PVT v2: Improved baselines with pyramid vision transformer	4
Message from the editor-in-chief	4
Cross-modal learning using privileged information for long-tailed image classification	4
Front cover	4
Attention mechanisms in computer vision: A survey	4
SAM-driven MAE pre-training and background-aware meta-learning for unsupervised vehicle re-identification	3
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering	3
Full-duplex strategy for video object segmentation	3
BLNet: Bidirectional learning network for point clouds	3
LDSwap: A semantic-related latent code disentangling method in StyleSpace towards high-resolution face swapping	3
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	3
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation	3
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	3
LucIE: Language-Guided Local Image Editing for Fashion Images	3
AR assistance for efficient dynamic target search	3
Multi-modal visual tracking: Review and experimental comparison	3
Message from the best paper award committee	3
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding	3
Learning physically based material and lighting decompositions for face editing	3
ImVoxelENet: Image to Voxels Epipolar Transformer for Multi-View RGB-Based 3D Object Detection	3
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	3
3D corrective nose reconstruction from a single image	3
Emotion Amplification of Facial Videos Using a Fine-Tuned StyleGAN	3
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering	3
Angle-uniform parallel coordinates	3
Polygonal finite element-based content-aware image warping	3
Exploring a hierarchical cross-attention transformer for high-speed tracking	3
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	2
Audio-guided implicit neural representation for local image stylization	2
A survey on rendering homogeneous participating media	2
Taming diffusion model for exemplar-based image translation	2
Decoupled Two-Stage Talking Head Generation via Gaussian-Landmark-Based Neural Radiance Fields	2
Class-conditional domain adaptation for semantic segmentation	2
Recent advances in 3D Gaussian splatting	2
Class incremental learning via feature space calibration	2
Remote sensing tuning: A survey	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
Contents	2
Transformers in computational visual media: A survey	2
FastMAE: Efficient Masked Autoencoder with Offline Tokenizer	2
Foundation models meet visualizations: Challenges and opportunities	2
ARNet: Attribute Artifact Reduction for G-PCC Compressed Point Clouds	2
Progressive edge-sensing dynamic scene deblurring	2
Spatiotemporal Fusion Transformer for Video Demoiréing	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2