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 2021-08-01 to 2025-08-01.)

Article	Citations
Heuristic weakly supervised 3D human pose estimation	1629
Geometry-aware 3D pose transfer using transformer autoencoder	1406
Towards harmonized regional style transfer and manipulation for facial images	540
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	102
Front Cover	60
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	56
3D face recognition: A comprehensive survey in 2022	54
Improved fuzzy clustering for image segmentation based on a low-rank prior	43
Controllable multi-domain semantic artwork synthesis	37
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	35
Neighborhood co-occurrence modeling in 3D point cloud segmentation	29
Recent advances in glinty appearance rendering	27
FRNeRF: Fusion and regularization fields for dynamic view synthesis	27
A causal convolutional neural network for multi-subject motion modeling and generation	23
Temporal vectorized visibility for direct illumination of animated models	23
Front cover	21
Practical construction of globally injective parameterizations with positional constraints	21
Anchor-Regularized GAN Priors	20
Central similarity consistency hashing for asymmetric image retrieval	20
Multi-granularity sequence generation for hierarchical image classification	20
Image-guided color mapping for categorical data visualization	20
HDR-Net-Fusion: Real-time 3D dynamic scene reconstruction with a hierarchical deep reinforcement network	19
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	19
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	18
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	16

MusicFace: Music-driven expressive singing face synthesis	16
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	16
A survey of urban visual analytics: Advances and future directions	14
ARM3D: Attention-based relation module for indoor 3D object detection	14
Reference-guided structure-aware deep sketch colorization for cartoons	13
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	13
Let's all dance: Enhancing amateur dance motions	13
Multi3D: 3D-aware multimodal image synthesis	13
DepthGAN: GAN-based depth generation from semantic layouts	13
Watertight surface reconstruction method for CAD models based on optimal transport	13
Global video object segmentation with spatial constraint module	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Mindstorms in Natural Language-Based Societies of Mind	11
Benchmarking visual SLAM methods in mirror environments	11
Prediction of scene plausibility	11
MDFP-Net: A model-driven deep neural network for Fourier ptychography	11
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	11
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	10
Co-occurrence based texture synthesis	10
MMRelief: Modeling Multi-Human Relief from a Single Photograph	9
Deep unfolding multi-scale regularizer network for image denoising	9
Front cover	8
Exploring Contextual Priors for Real-World Image Super-Resolution	8
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	8
Front cover	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	7
SGformer: Boosting transformers for indoor lighting estimation from a single image	7
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	7
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	7
Dynamic ocean inverse modeling based on differentiable rendering	7
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	7
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	7
Message from the editor-in-chief	7
Joint specular highlight detection and removal in single images via Unet-Transformer	6
Erroneous pixel prediction for semantic image segmentation	6
Immersive analytics meets artificial intelligence: A systematic review	6
PuzzleSorter: Certainty-aware visual restoration of multiple cultural artifacts	6
Visual perception driven collage synthesis	6
Non-dominated sorting based multi-page photo collage	6
Focusing on your subject: Deep subject-aware image composition recommendation networks	6
Point cloud completion via structured feature maps using a feedback network	6
Front cover	6
Towards uniform point distribution in feature-preserving point cloud filtering	6
An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	5
A survey on facial image deblurring	5
Message from the editor-in-chief	5
A Simple and Effective Filtering Scheme for Improving Neural Fields	5
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	5

3D corrective nose reconstruction from a single image	4
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	4
Continual few-shot patch-based learning for anime-style colorization	4
PVT v2: Improved baselines with pyramid vision transformer	4
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	4
Message from the editor-in-chief	4
Super-resolution reconstruction of single image for latent features	4
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	4
Front cover	4
Autocompletion of repetitive stroking with image guidance	4
Cross-modal learning using privileged information for long-tailed image classification	4
Attention mechanisms in computer vision: A survey	4
Polygonal finite element-based content-aware image warping	4
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	3
Emotion Amplification of Facial Videos Using a Fine-Tuned StyleGAN	3
Multi-modal visual tracking: Review and experimental comparison	3
Message from the best paper award committee	3
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering	3
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	3
LucIE: Language-Guided Local Image Editing for Fashion Images	3
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	3
BLNet: Bidirectional learning network for point clouds	3
A survey on rendering homogeneous participating media	3
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation	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
Full-duplex strategy for video object segmentation	3
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering	3
Learning physically based material and lighting decompositions for face editing	3
Angle-uniform parallel coordinates	2
LDSwap: A semantic-related latent code disentangling method in StyleSpace towards high-resolution face swapping	2
Audio-guided implicit neural representation for local image stylization	2
Taming diffusion model for exemplar-based image translation	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2
ARNet: Attribute Artifact Reduction for G-PCC Compressed Point Clouds	2
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
FastMAE: Efficient Masked Autoencoder with Offline Tokenizer	2
Contents	2
Foundation models meet visualizations: Challenges and opportunities	2
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding	2
Recent advances in 3D Gaussian splatting	2
Progressive edge-sensing dynamic scene deblurring	2
Class-conditional domain adaptation for semantic segmentation	2
Transformers in computational visual media: A survey	2