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 2021-09-01 to 2025-09-01.)

Article	Citations
Front Cover	1678
Geometry-aware 3D pose transfer using transformer autoencoder	1484
Towards harmonized regional style transfer and manipulation for facial images	574
Heuristic weakly supervised 3D human pose estimation	105
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	68
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	61
3D face recognition: A comprehensive survey in 2022	57
Controllable multi-domain semantic artwork synthesis	45
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	41
Neighborhood co-occurrence modeling in 3D point cloud segmentation	36
FRNeRF: Fusion and regularization fields for dynamic view synthesis	31
Temporal vectorized visibility for direct illumination of animated models	29
Recent advances in glinty appearance rendering	29
Practical construction of globally injective parameterizations with positional constraints	27
A causal convolutional neural network for multi-subject motion modeling and generation	27
Front cover	25
Image-guided color mapping for categorical data visualization	23
Central similarity consistency hashing for asymmetric image retrieval	23
Multi-granularity sequence generation for hierarchical image classification	22
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	20
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	20
Anchor-Regularized GAN Priors	20
MusicFace: Music-driven expressive singing face synthesis	19
ARM3D: Attention-based relation module for indoor 3D object detection	18
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	18

Let's all dance: Enhancing amateur dance motions	16
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	16
Multi3D: 3D-aware multimodal image synthesis	14
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	14
NeuS-PIR: Learning relightable neural surface using pre-integrated rendering	13
Watertight surface reconstruction method for CAD models based on optimal transport	13
Reference-guided structure-aware deep sketch colorization for cartoons	13
A survey of urban visual analytics: Advances and future directions	13
DepthGAN: GAN-based depth generation from semantic layouts	13
Constructing self-supporting surfaces with planar quadrilateral elements	12
Global video object segmentation with spatial constraint module	12
MMRelief: Modeling Multi-Human Relief from a Single Photograph	11
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	11
Prediction of scene plausibility	11
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	11
Co-occurrence based texture synthesis	11
Mindstorms in Natural Language-Based Societies of Mind	11
MDFP-Net: A model-driven deep neural network for Fourier ptychography	10
Benchmarking visual SLAM methods in mirror environments	10
Deep unfolding multi-scale regularizer network for image denoising	9
Exploring Contextual Priors for Real-World Image Super-Resolution	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
Deep panoramic depth prediction and completion for indoor scenes	8
Deep image synthesis from intuitive user input: A review and perspectives	8
Front cover	8
Front cover	8
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	8
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	8
Front cover	8
SGformer: Boosting transformers for indoor lighting estimation from a single image	7
PuzzleSorter: Certainty-aware visual restoration of multiple cultural artifacts	7
Dynamic ocean inverse modeling based on differentiable rendering	7
Point cloud completion via structured feature maps using a feedback network	7
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	7
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	7
Message from the editor-in-chief	7
Visual perception driven collage synthesis	6
Non-dominated sorting based multi-page photo collage	6
Immersive analytics meets artificial intelligence: A systematic review	6
Front cover	6
A survey on facial image deblurring	6
Towards uniform point distribution in feature-preserving point cloud filtering	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
Erroneous pixel prediction for semantic image segmentation	6
A Simple and Effective Filtering Scheme for Improving Neural Fields	5
Message from the editor-in-chief	5
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	5
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	5
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	5

An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	5
Super-resolution reconstruction of single image for latent features	4
Attention mechanisms in computer vision: A survey	4
Front cover	4
Message from the editor-in-chief	4
MagicTalk: Implicit and explicit correlation learning for diffusion-based emotional talking face generation	4
PVT v2: Improved baselines with pyramid vision transformer	4
Polygonal finite element-based content-aware image warping	4
Cross-modal learning using privileged information for long-tailed image classification	4
Continual few-shot patch-based learning for anime-style colorization	4
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	4
Autocompletion of repetitive stroking with image guidance	4
Learning physically based material and lighting decompositions for face editing	3
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	3
LucIE: Language-Guided Local Image Editing for Fashion Images	3
Multi-modal visual tracking: Review and experimental comparison	3
BLNet: Bidirectional learning network for point clouds	3
A survey on rendering homogeneous participating media	3
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering	3
SAM-driven MAE pre-training and background-aware meta-learning for unsupervised vehicle re-identification	3
AR assistance for efficient dynamic target search	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
3D corrective nose reconstruction from a single image	3
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	3
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation	3
Full-duplex strategy for video object segmentation	3
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	3
Message from the best paper award committee	3
Remote sensing tuning: A survey	2
Audio-guided implicit neural representation for local image stylization	2
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding	2
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	2
Progressive edge-sensing dynamic scene deblurring	2
Contents	2
Transformers in computational visual media: A survey	2
ARNet: Attribute Artifact Reduction for G-PCC Compressed Point Clouds	2
Foundation models meet visualizations: Challenges and opportunities	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
FastMAE: Efficient Masked Autoencoder with Offline Tokenizer	2
Class-conditional domain adaptation for semantic segmentation	2
LDSwap: A semantic-related latent code disentangling method in StyleSpace towards high-resolution face swapping	2
Recent advances in 3D Gaussian splatting	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2
Taming diffusion model for exemplar-based image translation	2