Computational Visual Media

Article	Citations
Geometry-aware 3D pose transfer using transformer autoencoder	2123
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	1998
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	811
Front Cover	179
3D face recognition: A comprehensive survey in 2022	82
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	82
Heuristic Weakly Supervised 3D Human Pose Estimation	75
Towards harmonized regional style transfer and manipulation for facial images	73
Recent advances in glinty appearance rendering	67
Front Cover	63
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	63
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	47
Controllable multi-domain semantic artwork synthesis	41
Neighborhood co-occurrence modeling in 3D point cloud segmentation	40
Real-Time Woven Fabric Rendering Using SGGX Fitting	34
Central similarity consistency hashing for asymmetric image retrieval	29
Practical construction of globally injective parameterizations with positional constraints	27
Multi-granularity sequence generation for hierarchical image classification	26
Temporal vectorized visibility for direct illumination of animated models	26
Anchor-Regularized GAN Priors	24
A causal convolutional neural network for multi-subject motion modeling and generation	23
Neural Scene Baking for Permutation Invariant Transparency Rendering with Real-Time Global Illumination	22
See More, Know More: Richer Prior Knowledge for Novel Class Discovery	22
Neural Reconstruction and Super-Resolution for Foveated Real-Time Rendering	21
Image-guided color mapping for categorical data visualization	20

Self-supervised learning for pre-training 3D point clouds: A survey	19
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	18
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	18
MusicFace: Music-driven expressive singing face synthesis	18
Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	18
Photorealistic fire scene video generation via multimodal large language model and pre-trained video diffusion model	17
Contents	17
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	16
Message from Guest Editors of the CVM 2025 Special Issue	15
A survey of urban visual analytics: Advances and future directions	15
ARM3D: Attention-based relation module for indoor 3D object detection	15
Watertight surface reconstruction method for CAD models based on optimal transport	13
Multi3D: 3D-aware multimodal image synthesis	13
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	13
DepthGAN: GAN-based depth generation from semantic layouts	13
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	12
MMRelief: Modeling Multi-Human Relief from a Single Photograph	12
Sphere face model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	12
Benchmarking visual SLAM methods in mirror environments	12
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	12
Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency	12
Prediction of Scene Plausibility	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Let's all dance: Enhancing amateur dance motions	12
Global video object segmentation with spatial constraint module	11
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	11
Co-occurrence based texture synthesis	11
Mindstorms in Natural Language-Based Societies of Mind	11
Front cover	10
Deep unfolding multi-scale regularizer network for image denoising	10
Continuous Indexed Points for Multivariate Volume Visualization	9
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View	9
Deep panoramic depth prediction and completion for indoor scenes	9
SGformer: Boosting transformers for indoor lighting estimation from a single image	9
Front cover	9
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	9
Exploring Contextual Priors for Real-World Image Super-Resolution	9
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	9
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	9
Neural video field editing	9
Front cover	9
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
Contents	8
Point cloud completion via structured feature maps using a feedback network	8
Contents	8
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	8
PuzzleSorter: Certainty-Aware Visual Restoration of Multiple Cultural Artifacts	8
SMixNet: Style mixture network for exemplar-based image translation	8
Dynamic ocean inverse modeling based on differentiable rendering	8
Front cover	8

Towards uniform point distribution in feature-preserving point cloud filtering	7
Non-dominated sorting based multi-page photo collage	7
A survey on facial image deblurring	7
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	7
Message from the editor-in-chief	7
Focusing on your subject: Deep subject-aware image composition recommendation networks	7
Immersive Analytics Meets Artificial Intelligence: A Systematic Review	7
Joint specular highlight detection and removal in single images via Unet-Transformer	7
Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models	6
MagicTalk: Implicit and Explicit Correlation Learning for Diffusion-Based Emotional Talking Face Generation	6
A Simple and Effective Filtering Scheme for Improving Neural Fields	6
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	6
An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	6
Revitalizing Image Dehazing in the Real World: A High-Quality Dataset and a Customized Method	6
Polygonal finite element-based content-aware image warping	5
Cross-modal learning using privileged information for long-tailed image classification	5
Attention mechanisms in computer vision: A survey	5
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	5
ImVoxelENet: Image to Voxels Epipolar Transformer for Multi-View RGB-Based 3D Object Detection	5
Front cover	5
Super-resolution reconstruction of single image for latent features	5
Continual few-shot patch-based learning for anime-style colorization	5
Message from the editor-in-chief	5
Front Cover	5
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering	5
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	5
PVT v2: Improved baselines with pyramid vision transformer	5
Contents	5
Exploring a Hierarchical Cross-Attention Transformer for High-Speed Tracking	5
Autocompletion of repetitive stroking with image guidance	4
Pyramid-Angular-Constraint Network for Light Field Super-Resolution	4
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	4
LucIE: Language-Guided Local Image Editing for Fashion Images	4
Full-duplex strategy for video object segmentation	4
Learning physically based material and lighting decompositions for face editing	4
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation	4
FEDNet: A Feature-Enhanced Diffusion Network for Efficient and Universal Texture Synthesis	4
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation	4
3D corrective nose reconstruction from a single image	4
AR assistance for efficient dynamic target search	4
A Comprehensive Survey on the Research and Development of RGB-T Salient Object Detection	4
SAM-driven MAE pre-training and background-aware meta-learning for unsupervised vehicle re-identification	4
BoostPoint: Boosting Point Cloud Backbones with Image Pre-Training for 3D Understanding	4
Multi-Color Compressive Hologram Synthesis with Learned Wave Propagation	4
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	4
Emotion Amplification of Facial Videos Using a Fine-Tuned StyleGAN	4
Multi-modal visual tracking: Review and experimental comparison	4
Audio-guided implicit neural representation for local image stylization	3
GRIG: Data-Efficient Generative Residual Image Inpainting	3
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering	3
A survey on rendering homogeneous participating media	3
ARNet: Attribute Artifact Reduction for G-PCC Compressed Point Clouds	3
Recent advances in 3D Gaussian splatting	3
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	3
Multi-Task Gradual Inference with a Single Encoder–Decoder Network for Automatic Portrait Matting	3
Angle-uniform parallel coordinates	3
Class Incremental Learning via Feature Space Calibration	3
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	3
FastMAE: Efficient Masked Autoencoder with Offline Tokenizer	3
Message from the best paper award committee	3
BLNet: Bidirectional learning network for point clouds	3
Foundation models meet visualizations: Challenges and opportunities	3
LDSwap: A Semantic-Related Latent Code Disentangling Method in StyleSpace Towards High-Resolution Face Swapping	3
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding	3
Contents	2
Taming diffusion model for exemplar-based image translation	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2
JVCSR+: Adaptively Learned Video Compressive Sensing Reconstruction with Joint in-Loop Reference Enhancement and Out-Loop Super-Resolution	2
Dance2MIDI: Dance-driven multi-instrument music generation	2
FloW-Deformation-Aware Point Cloud Completion Network for 3D Metal Bent Tube	2
Class-conditional domain adaptation for semantic segmentation	2
Progressive edge-sensing dynamic scene deblurring	2
Contents	2
Spatiotemporal Fusion Transformer for Video Demoiréing	2
Specificity-preserving RGB-D saliency detection	2
HoLens: A visual analytics design for higher-order movement modeling and visualization	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
Remote Sensing Tuning: A Survey	2
Decoupled Two-Stage Talking Head Generation via Gaussian-Landmark-Based Neural Radiance Fields	2
Language Interprets Vision: Adaptive Encoding and Decoding for Referring Image Segmentation	2

Discriminative feature encoding for intrinsic image decomposition	2
DragTex: Generative Point-Based Texture Editing on 3D Mesh	2