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 2021-05-01 to 2025-05-01.)

Article	Citations
Towards harmonized regional style transfer and manipulation for facial images	1458
Temporal and spatial anti-aliasing for rendering reflections on water waves	1234
Improved fuzzy clustering for image segmentation based on a low-rank prior	1217
3D face recognition: A comprehensive survey in 2022	441
Geometry-aware 3D pose transfer using transformer autoencoder	97
Controllable multi-domain semantic artwork synthesis	56
A biophysical-based skin model for heterogeneous volume rendering	51
Recent advances in glinty appearance rendering	43
Neighborhood co-occurrence modeling in 3D point cloud segmentation	39
Image-guided color mapping for categorical data visualization	35
Temporal vectorized visibility for direct illumination of animated models	32
Central similarity consistency hashing for asymmetric image retrieval	28
Anchor-regularized GAN priors	27
A causal convolutional neural network for multi-subject motion modeling and generation	26
Practical construction of globally injective parameterizations with positional constraints	23
Multi-granularity sequence generation for hierarchical image classification	21
Front cover	20
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
HDR-Net-Fusion: Real-time 3D dynamic scene reconstruction with a hierarchical deep reinforcement network	20
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	18
ARM3D: Attention-based relation module for indoor 3D object detection	18
MusicFace: Music-driven expressive singing face synthesis	17
IIDM: Image-to-image diffusion model for semantic image synthesis	17
DepthGAN: GAN-based depth generation from semantic layouts	16

Reference-guided structure-aware deep sketch colorization for cartoons	16
Multi3D: 3D-aware multimodal image synthesis	16
Let's all dance: Enhancing amateur dance motions	15
Global video object segmentation with spatial constraint module	15
A survey of urban visual analytics: Advances and future directions	15
Watertight surface reconstruction method for CAD models based on optimal transport	15
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	15
Constructing self-supporting surfaces with planar quadrilateral elements	13
Deep unfolding multi-scale regularizer network for image denoising	12
Mindstorms in Natural Language-Based Societies of Mind	12
Benchmarking visual SLAM methods in mirror environments	12
MDFP-Net: A model-driven deep neural network for Fourier ptychography	11
Deep panoramic depth prediction and completion for indoor scenes	11
Co-occurrence based texture synthesis	11
Exploring Contextual Priors for Real-World Image Super-Resolution	11
Deep image synthesis from intuitive user input: A review and perspectives	11
Sem-iNeRF: Camera pose refinement by inverting neural radiance fields with semantic feature consistency	11
Front cover	11
Front cover	10
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	10
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
Front cover	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	9
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	9
SGformer: Boosting transformers for indoor lighting estimation from a single image	9
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	8
Visual perception driven collage synthesis	7
Front cover	7
Focusing on your subject: Deep subject-aware image composition recommendation networks	7
Point cloud completion via structured feature maps using a feedback network	7
Dynamic ocean inverse modeling based on differentiable rendering	7
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	7
Message from the editor-in-chief	7
Erroneous pixel prediction for semantic image segmentation	7
Message from the editor-in-chief	6
A survey on facial image deblurring	6
Towards uniform point distribution in feature-preserving point cloud filtering	6
Non-dominated sorting based multi-page photo collage	6
An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	6
Joint specular highlight detection and removal in single images via Unet-Transformer	6
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	5
A simple and effective filtering scheme for improving neural fields	5
Message from the editor-in-chief	5
Cross-modal learning using privileged information for long-tailed image classification	5
PVT v2: Improved baselines with pyramid vision transformer	5
Continual few-shot patch-based learning for anime-style colorization	5
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	5
Super-resolution reconstruction of single image for latent features	5
Attention mechanisms in computer vision: A survey	5
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	4

NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	4
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	4
Front cover	4
3D corrective nose reconstruction from a single image	4
Learning physically based material and lighting decompositions for face editing	4
Polygonal finite element-based content-aware image warping	4
Autocompletion of repetitive stroking with image guidance	4
A survey on rendering homogeneous participating media	3
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	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
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering	3
Angle-uniform parallel coordinates	3
Foundation models meet visualizations: Challenges and opportunities	3
Lossless intrinsic image decomposition via learning shading feature filtering	3
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	3
Full-duplex strategy for video object segmentation	3
Message from the best paper award committee	3
ARNet: Attribute artifact reduction for G-PCC compressed point clouds	3
BLNet: Bidirectional learning network for point clouds	3
Can attention enable MLPs to catch up with CNNs?	3
LucIE: Language-Guided Local Image Editing for Fashion Images	3
Multi-modal visual tracking: Review and experimental comparison	3
Front cover	2
Taming diffusion model for exemplar-based image translation	2
Class-conditional domain adaptation for semantic segmentation	2
Discriminative feature encoding for intrinsic image decomposition	2
Dance2MIDI: Dance-driven multi-instrument music generation	2
Active self-training for weakly supervised 3D scene semantic segmentation	2
Recent advances in 3D Gaussian splatting	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2
Specificity-preserving RGB-D saliency detection	2
FACNet: Feature Alignment Fast Point Cloud Completion Network	2
Audio-guided implicit neural representation for local image stylization	2
Progressive edge-sensing dynamic scene deblurring	2
HoLens: A visual analytics design for higher-order movement modeling and visualization	2
Transformers in computational visual media: A survey	2
SiamCPN: Visual tracking with the Siamese center-prediction network	2