Computational Visual Media

Article	Citations
Geometry-aware 3D pose transfer using transformer autoencoder	2169
Ultra-High Resolution Facial Texture Reconstruction from a Single Image	2056
MA2Net: Multi-Scale Adaptive Mixed Attention Network for Image Demoiréing	842
Front Cover	187
Heuristic Weakly Supervised 3D Human Pose Estimation	92
Towards harmonized regional style transfer and manipulation for facial images	83
3D Indoor Scene Geometry Estimation from a Single Omnidirectional Image: A Comprehensive Survey	77
3D face recognition: A comprehensive survey in 2022	76
PE Loss: Perception-Enhanced Distortion-Oriented Loss for Image Restoration	70
Real-Time Woven Fabric Rendering Using SGGX Fitting	64
Controllable multi-domain semantic artwork synthesis	63
FRNeRF: Fusion and Regularization Fields for Dynamic View Synthesis	50
A Biophysical-Based Skin Model for Heterogeneous Volume Rendering	43
Front Cover	40
Recent advances in glinty appearance rendering	34
Neighborhood co-occurrence modeling in 3D point cloud segmentation	30
Central similarity consistency hashing for asymmetric image retrieval	27
Practical construction of globally injective parameterizations with positional constraints	27
Temporal vectorized visibility for direct illumination of animated models	26
Anchor-Regularized GAN Priors	25
A causal convolutional neural network for multi-subject motion modeling and generation	24
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
Self-Supervised Learning for Pre-Training 3D Point Clouds: A Survey	21

Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset	19
Contents	19
Multi-granularity sequence generation for hierarchical image classification	19
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis	19
Image-guided color mapping for categorical data visualization	19
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	18
ARM3D: Attention-based relation module for indoor 3D object detection	17
Real-time distance field acceleration based free-viewpoint video synthesis for large sports fields	16
MusicFace: Music-driven expressive singing face synthesis	16
NeuS-PIR: Learning Relightable Neural Surface Using Pre-Integrated Rendering	15
Photorealistic Fire Scene Video Generation via Multimodal Large Language Model and Pre-Trained Video Diffusion Model	15
Message from Guest Editors of the CVM 2025 Special Issue	15
Multi3D: 3D-aware multimodal image synthesis	14
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
A survey of urban visual analytics: Advances and future directions	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
Prediction of Scene Plausibility	12
DepthGAN: GAN-based depth generation from semantic layouts	12
MMRelief: Modeling Multi-Human Relief from a Single Photograph	12
Constructing self-supporting surfaces with planar quadrilateral elements	12
Front Cover	12
Uncertainty Aware Multiple View Stereo Network with Accurate Supervision	12
Global video object segmentation with spatial constraint module	11
Co-occurrence based texture synthesis	11
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography	11
Mindstorms in Natural Language-Based Societies of Mind	11
Benchmarking visual SLAM methods in mirror environments	10
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review	10
Front cover	10
Deep unfolding multi-scale regularizer network for image denoising	10
Front cover	10
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
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
Contents	8
SMixNet: Style Mixture Network for Exemplar-Based Image Translation	8
Contents	8
Focusing on your subject: Deep subject-aware image composition recommendation networks	8
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	8
SGformer: Boosting transformers for indoor lighting estimation from a single image	8
PuzzleSorter: Certainty-Aware Visual Restoration of Multiple Cultural Artifacts	8
Non-dominated sorting based multi-page photo collage	8

FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	8
Dynamic ocean inverse modeling based on differentiable rendering	8
Front cover	8
Point cloud completion via structured feature maps using a feedback network	8
Towards uniform point distribution in feature-preserving point cloud filtering	7
Message from the editor-in-chief	7
A survey on facial image deblurring	7
Joint specular highlight detection and removal in single images via Unet-Transformer	7
A Simple and Effective Filtering Scheme for Improving Neural Fields	7
Immersive Analytics Meets Artificial Intelligence: A Systematic Review	7
Z-STAR+: A zero-shot style transfer method adjusting style distribution	7
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	7
Super-resolution reconstruction of single image for latent features	6
MagicTalk: Implicit and Explicit Correlation Learning for Diffusion-Based Emotional Talking Face Generation	6
An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence	6
Cross-modal learning using privileged information for long-tailed image classification	6
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets	6
Revitalizing Image Dehazing in the Real World: A High-Quality Dataset and a Customized Method	6
Contents	6
Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models	6
FilterGNN: Image feature matching with cascaded outlier filters and linear attention	6
Attention mechanisms in computer vision: A survey	6
PVT v2: Improved baselines with pyramid vision transformer	5
Front cover	5
ImVoxelENet: Image to Voxels Epipolar Transformer for Multi-View RGB-Based 3D Object Detection	5
BoostPoint: Boosting Point Cloud Backbones with Image Pre-Training for 3D Understanding	5
Continual few-shot patch-based learning for anime-style colorization	5
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	5
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering	5
Pyramid-Angular-Constraint Network for Light Field Super-Resolution	5
Message from the editor-in-chief	5
Front Cover	5
Polygonal finite element-based content-aware image warping	5
Exploring a Hierarchical Cross-Attention Transformer for High-Speed Tracking	5
AR assistance for efficient dynamic target search	4
Full-duplex strategy for video object segmentation	4
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	4
SAM-driven MAE pre-training and background-aware meta-learning for unsupervised vehicle re-identification	4
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation	4
CLIP-SP: Vision-language model with adaptive prompting for scene parsing	4
Multi-modal visual tracking: Review and experimental comparison	4
Multi-Color Compressive Hologram Synthesis with Learned Wave Propagation	4
3D corrective nose reconstruction from a single image	4
Learning physically based material and lighting decompositions for face editing	4
LucIE: Language-Guided Local Image Editing for Fashion Images	4
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	4
Emotion Amplification of Facial Videos Using a Fine-Tuned StyleGAN	4
FEDNet: A Feature-Enhanced Diffusion Network for Efficient and Universal Texture Synthesis	4
Autocompletion of repetitive stroking with image guidance	4
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation	4
A Comprehensive Survey on the Research and Development of RGB-T Salient Object Detection	3
Multi-Task Gradual Inference with a Single Encoder–Decoder Network for Automatic Portrait Matting	3
Neural radiance fields in 3D vision: A comprehensive review	3
Class Incremental Learning via Feature Space Calibration	3
Foundation models meet visualizations: Challenges and opportunities	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
Angle-uniform parallel coordinates	3
LDSwap: A Semantic-Related Latent Code Disentangling Method in StyleSpace Towards High-Resolution Face Swapping	3
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding	3
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding	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
HoLens: A visual analytics design for higher-order movement modeling and visualization	2
JVCSR+: Adaptively Learned Video Compressive Sensing Reconstruction with Joint in-Loop Reference Enhancement and Out-Loop Super-Resolution	2
Contents	2
Decoupled Two-Stage Talking Head Generation via Gaussian-Landmark-Based Neural Radiance Fields	2
Audio-guided implicit neural representation for local image stylization	2
Spatiotemporal Fusion Transformer for Video Demoiréing	2
DragTex: Generative Point-Based Texture Editing on 3D Mesh	2
FloW-Deformation-Aware Point Cloud Completion Network for 3D Metal Bent Tube	2
Language Interprets Vision: Adaptive Encoding and Decoding for Referring Image Segmentation	2
Progressive edge-sensing dynamic scene deblurring	2
Contents	2
Remote Sensing Tuning: A Survey	2
Specificity-preserving RGB-D saliency detection	2

Dance2MIDI: Dance-driven multi-instrument music generation	2
Discriminative feature encoding for intrinsic image decomposition	2
RecStitchNet: Learning to stitch images with rectangular boundaries	2
Taming diffusion model for exemplar-based image translation	2
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	2
Class-conditional domain adaptation for semantic segmentation	2
FACNet: Feature Alignment Fast Point Cloud Completion Network	2