Visual Computer

Article	Citations
Robust object recognition via context-driven reliability assessment	134
Learning shape abstraction by cropping positive cuboid primitives with negative ones	109
Edge-priority-extraction network using re-parameterization for real-time super-resolution	93
Enhancing green screen matting with group normalization and perceptual loss for color overflow and complex edges	64
V$$^2$$MLP: an accurate and simple multi-view MLP network for fine-grained 3D shape recognition	61
Multi-modal co-attention relation networks for visual question answering	60
Joint attribute soft-sharing and contextual local: a multi-level features learning network for person re-identification	57
Feature decomposition and structural learning for multi-diverse and multi-view data clustering	55
Enhanced Temporal Representation and Spatial Alignment for High-Fidelity Talking Video Generation	55
Adaptive box-level supervision with superpixel shape guidance for ultrasound image segmentation	53
Monocular human depth estimation with 3D motion flow and surface normals	51
Camera calibration for the surround-view system: a benchmark and dataset	49
TaiChiGPT: complex sports action generation based on large language models	49
A multi-target cow face detection model in complex scenes	45
Self-knowledge distillation through ensemble model averaging: a novel approach for image classification	45
PoseNorm-PCN: pose-normalized human point cloud completion from a single front view	44
SpatioGS: spatiotemporal-aware density control for dynamic scene rendering with Gaussian splatting	42
Exploring Structural Lines for Interior Floorplan Segmentation	42
SES-yolov5: small object graphics detection and visualization applications	42
Hybrid annotation alignment-based multi-region crop model for high-resolution image	42
EMA-U-Net: efficient multi-attention U-Net for skin lesion segmentation	41
MAPD: multi-receptive field and attention mechanism for multispectral pedestrian detection	40
Lightweight subpixel sampling network for image super-resolution	40
Developing an augmented reality framework with embedded objects and adaptive optical models for advanced lighting simulation	40
Enhanced optical flow estimation via multiscale kernel selection and super-resolution integration	39

Using transfer learning to determine the type of mathematical fractals image of Islamic geometric patterns	37
Nighttime driver behavior prediction using taillight signal recognition via CNN-SVM classifier	36
A two-stage model for spatial downscaling of daily precipitation data	36
Image encryption algorithm based on cross-scrambling and rapid-mode diffusion	35
Secure management of retinal imaging based on deep learning, zero-watermarking and reversible data hiding	35
Weighted and truncated $$L_1$$ image smoothing based on unsupervised learning	35
Uncertainty-guided time–frequency feature enhancement for emotion-aware speech-driven 3D facial animation	35
Cfseg-Net: context feature extraction network for medical image segmentation	34
Gaze-contingent adaptation of VR stereo parameters for cybersickness prevention	33
A new chaotic image encryption algorithm based on dynamic DNA coding and RNA computing	33
AttentionDIP: attention-based deep image prior model to restore satellite and aerial images from gamma distributed speckle interference	33
Generative artificial intelligence for ophthalmic images: developments, applications and challenges	33
Deep learning in chronic wound segmentation: a comprehensive review and meta-analysis	32
PGSR-DR: high-fidelity reflective surface reconstruction with planar-based Gaussians and deferred rendering	31
Depth-guided color correction and multi-scale Retinex network for underwater image enhancement	31
ER: Extract-regress network for precise 3D reconstruction of interacting hands from monocular images	30
SCAKD: a knowledge distillation framework based on spatial-corner attention for infrared and visible image fusion	30
Road crack detection using pixel classification and intensity-based distinctive fuzzy C-means clustering	30
Robust corner detection in continuous space	30
MoCoSys: human motion correction based on deep learning coupled with 3D+t Laplacian motion representation	30
Adaptively weighted discrete Laplacian for inverse rendering	30
Self-supervised single-image 3D face reconstruction method based on attention mechanism and attribute refinement	29
Preface (Vol 39. Issue 6, June 2023)	28
Bridging realities: training visuo-haptic object recognition models for robots using 3D virtual simulations	28
CLFormer: a unified transformer-based framework for weakly supervised crowd counting and localization	28
ARP$$\Delta $$: Accelerated ray-tracing photon differentials for real-time global illumination with combined specular and diffuse solutions	28
Adversarial-based refinement dual-branch network for semi-supervised salient object detection of strip steel surface defects	27
Distribution-decouple learning network: an innovative approach for single image dehazing with spatial and frequency decoupling	27
PL-MCT: pseudo-labeling and multi-frame consistency training for semi-supervised visual tracking	27
Enhanced visual perception for underwater images based on multistage generative adversarial network	27
Icg: intensity and color gradient operator on RGB images for visual object tracking	27
Two-stream inter-class variation enhancement network for facial expression recognition	27
DeMaskGAN: a de-masking generative adversarial network guided by semantic segmentation	26
Sound signatures for images and geometric shapes	26
AdverFuse: robust fusion of multimodal images based on dynamic attention and adversarial learning	26
PlayNet: real-time handball play classification with Kalman embeddings and neural networks	26
Compact storage of additively weighted Voronoi diagrams	26
Personalized hairstyle and hair color editing based on multi-feature fusion	26
Enhancing multi-scale information exchange and feature fusion for human pose estimation	25
MF-SAM: enhancing multi-modal fusion with Mamba in SAM-Med3D for GPi segmentation	25
An unsupervised denoising model for poisson noise using GSURE-driven deep image prior with multi-order regularization for medical imaging	25
Attention-enhanced controllable disentanglement for cloth-changing person re-identification	25
Correction: DFP-YOLO: a lightweight machine tool workpiece defect detection algorithm based on computer vision	25
ImpRes: implicit residual diffusion models for image super-resolution	25
Liver segmentation based on complementary features U-Net	25
Dynamic underwater cognition: aligned detection networks for enhanced underwater object recognition	24
High-fidelity facial expression transfer using part-based local–global conditional gans	24
A novel robust image watermarking algorithm based on polar decomposition and image geometric correction	24
Correction: 3D reconstruction method based on N-step phase unwrapping	23
SSoB: searching a scene-oriented architecture for underwater object detection	23

Enhancing hyperspectral image classification through spectral-spatial synergy: SSFSNet	23
Hybrid Mamba-Transformer Multi-Agent Reinforcement Learning for scalable coordination in complex environments	22
A point cloud self-learning network based on contrastive learning for classification and segmentation	22
Boosted verification using siamese neural network with DiffBlock	22
CrowdImprint: decomposing context-aware interactions	22
A novel robust digital image watermarking scheme based on attention U-Net++ structure	22
Double-handed dynamic gesture recognition using contour-based hand tracking and maximum mean probability ensembling (MMPE) for Indian Sign Language	22
Decoupled spatio-temporal grouping transformer for skeleton-based action recognition	21
Application of VR to ikebana education	21
MCGFF-Net: a multi-scale context-aware and global feature fusion network for enhanced polyp and skin lesion segmentation	21
Generating natural pedestrian crowds by learning real crowd trajectories through a transformer-based GAN	21
Arbitrary style transfer via content consistency and style consistency	21
Capturing spatiotemporal dependencies with competitive set attention for video summarization	20
Study on the methods of hyperspectral image saliency detection based on MBCNN	20
Anti-counterfeiting textured pattern	20
CMT-UNet: enhancing remote sensing image segmentation via a hybrid CNN-Mamba-transformer architecture	20
Dsf-net: a dual-stream fusion network integrating structural and detailed features for fundus-based diabetic retinopathy classification	20
WeedGan: a novel generative adversarial network for cotton weed identification	20
Enhancing 3D human pose estimation via spatio-temporal dual-stream fusion	20
PMGAN: pretrained model-based generative adversarial network for text-to-image generation	20
Vision transformers (ViT) and deep convolutional neural network (D-CNN)-based models for MRI brain primary tumors images multi-classification supported by explainable artificial intelligence (XAI)	19
VGRR-Net: a reproducible visual computing framework for visibility-gap-driven collaborative 3D perception in low-altitude flying-car traffic	19
Branch aware assignment for object detection	19
VR-Deform: real-time visual and haptic interaction with deformable bodies using XPBD in virtual reality	19
Topology-preserved human reconstruction with details	19
An automatic framework for quadrilateral surface reconstruction with partitions from 3D point clouds	19
Wavelet-driven meta-learning: unifying infrared-visible fusion and semantic segmentation for robust scene perception	19
ConvFormer: parameter reduction in transformer models for 3D human pose estimation by leveraging dynamic multi-headed convolutional attention	19
Dual-attention U-Net and multi-convolution network for single-image rain removal	19
LKSMN: Large Kernel Spatial Modulation Network for Lightweight Image Super-Resolution	18
OSH-Splat: optimizable semantic hyperplanes for enhanced 3D language feature Gaussian splatting	18
ViT-SIR: vision transformer-based shoe image retrieval with enhanced feature representation	18
Adaptive transformer-based detection: enhancing infrared image target recognition	18
Cross-modal collaborative propagation for RGB–T saliency detection	18
A self-attention model for viewport prediction based on distance constraint	18
Light field depth estimation using occlusion-aware consistency analysis	18
Blind image quality assessment by simulating the visual cortex	18
Salient-aware multiple instance learning optimized network for weakly supervised object detection	18
Point-voxel dual stream transformer for 3d point cloud learning	17
Hash-NURF: efficient nested transparent object reconstruction using multi-resolution hash encoding	17
The devil in the details: simple and effective optical flow synthetic data generation	17
3D printer vision calibration system based on embedding Sobel bilateral filter in least squares filtering algorithm	17
Learning to sculpt neural cityscapes	17
Skin scar segmentation based on saliency detection	17
Patch excitation network for boxless action recognition in still images	17
TDGar-Ani: temporal motion fusion model and deformation correction network for enhancing garment animation details	17
A workflow to systematically design uncertainty-aware visual analytics applications	17
Virtual simulation for the dynamic response of concrete blocks under blast loading	16
EdgeLF: edge-guided registration with loftr for visible and infrared images	16
A mixed reality framework for microsurgery simulation with visual-tactile perception	16
Multi-camera tracking of mechanically thrown objects for automated in-plant logistics by cognitive robots in Industry 4.0	16
Label-guided 4D Gaussian splatting for high-fidelity dynamic scene reconstruction	16
Fusiform multi-scale pixel self-attention network for hyperspectral images reconstruction from a single RGB image	16
An enhanced multi-scale weight assignment strategy of two-exposure fusion	16
Wall segmentation in house plans: fusion of deep learning and traditional methods	16
FFANet: dual attention-based flow field-aware network for wall identification	16
Virtual reality support for thoracoscopic surgery design	16
LVDIF: a framework for real-time interaction with large volume data	16
Locality-constrained double-layer structure scaled simplex multi-view subspace clustering	16
Semantic-Orthogonal Multi-modal Attention Network for RGB-D Salient Object Detection	15
DICNet: achieve low-light image enhancement with image decomposition, illumination enhancement, and color restoration	15
Prior-based privacy-assured compressed sensing scheme in cloud	15
Occlusion-aware segmentation via RCF-Pix2Pix generative network	15
HEU-Net: hybrid attention residual block-based network with external skip connections for metal corrosion semantic segmentation	15
GDPNet: a hybrid GNN-Transformer with position–density-modulated attention for 3D point cloud semantic segmentation	15
Gtfpose: a unified framework with double-chain GCN–transformer fusion for 3D human pose estimation	15
ResNet-OSD: an optimized hybrid deep learning framework for oil spill detection in coastal drone imagery	15
STVDNet: spatio-temporal interactive video de-raining network	15
Latent diffusion transformer for point cloud generation	15
Deep channel-spatial attention networks for enhancing super-resolution of high-magnification SEM images	15
CLAC-Net: a composite medical image segmentation framework using self-attention and cross-layer asymmetric connections	15
Outfit compatibility model using fully connected self-adjusting graph neural network	15
Fairing-PIA: progressive-iterative approximation for fairing curve and surface generation	15
A cascaded graph convolutional network for point cloud completion	15
A survey on soccer player detection and tracking with videos	15
Multimodal biometrics authentication using extreme learning machine with feature reduction by adaptive particle swarm optimization	15
LiteMSNet: a lightweight semantic segmentation network with multi-scale feature extraction for urban streetscape scenes	14
GPT-ZSS: a unified zero-shot segmentation framework leveraging GPT-generated semantic embeddings and relationship alignment	14
ROMOT: Referring-expression-comprehension open-set multi-object tracking	14
Generalized unsupervised functional map learning for dense correspondence	14

Enhanced bridge crack segmentation via CNN–Mamba dual encoders with edge enhancement	14
Editorial June 2024 ( Vol 40, Issue 6)	14
Internal and external transmission encoder–decoder network for single-image deraining	14
PDFT: parameter-diminish fine-tuning for transformer-based models	14
Logical reasoning-enhanced interactive clustering: an efficient algorithm for large-scale datasets	14
Data privacy protection domain adaptation by roughing and finishing stage	14
Msc-Net: multi-stage colorization network for real-world images with specular highlights	14
Facial expression recognition based on local–global information reasoning and spatial distribution of landmark features	14
Advanced background learning for hyperspectral anomaly detection via synthetic spectral sample generation	14
Enhancing high-vocabulary image annotation with a novel attention-based pooling	14
A neural builder for spatial subdivision hierarchies	14
The infinite doodler: expanding textures within tightly constrained manifolds	14
RSFace: subject agnostic face swapping with expression high fidelity	14
Privacy-aware Real-Time Target Person Matting in Multi-Person Scenes Using Dual Encoder-Decoder Networks	14
E-FPN: an enhanced feature pyramid network for UAV scenarios detection	14
Detail-aware image denoising via structure preserved network and residual diffusion model	14
Multi-view clustering based on graph learning and view diversity learning	14
Toward robust visual tracking for UAV with adaptive spatial-temporal weighted regularization	14
MFFN: image super-resolution via multi-level features fusion network	13
A hue preserving uniform illumination image enhancement via triangle similarity criterion in HSI color space	13
TSNet: Task-specific network for joint diabetic retinopathy grading and lesion segmentation of ultra-wide optical coherence tomography angiography images	13
Enhanced fine-grained visual classification through lightweight Transformer integration and auxiliary information fusion	13
CSNet: a ConvNeXt-based Siamese network for RGB-D salient object detection	13
DXAI: explaining classification by image decomposition	13
Adaptive fourier-enhanced vision transformer with self-learning smoothing masks for accurate cat face recognition	13
The crowd cooperation approach for formation maintenance and collision avoidance using multi-agent deep reinforcement learning	13
Touching spaces: interactive physicalization for exploring spatial information	13
Retina-enhanced multimodal deep learning for assessment of cardiovascular-kidney metabolic syndrome related outcomes	13
AQPnP: an accurate and quaternion-based solution for the Perspective-n-Point problem	13
Edge-aware texture filtering with superpixels constraint	13
TRAIL: Simulating the impact of human locomotion on natural landscapes	13
Adaptive frequency time-distribution network—a multiscale deblurring technique	13
Recycling/upcycling graphic design: automatic design elements extraction and vectorization	13
Attention-guided self-supervised distinctive region detection in point clouds	13
High-frequency channel attention and contrastive learning for image super-resolution	13
Enhancing the transferability and imperceptibility of adversarial attacks via rescaled variance-reduced diffusion	13
Multi-channel correlated diffusion for text-driven artistic style transfer	13
Semantically Enhanced Dual Visual Fusion Transformer for accurate image captioning	13
OrthopedVR: clinical assessment and pre-operative planning of paediatric patients with lower limb rotational abnormalities in virtual reality	13
Correction: Fast and high-quality scale-aware filtering for 3D images	13
MaFIR: high-fidelity fisheye image rectification via Manhattan self-attention and dynamic feature optimization	13
Adt-net: adaptive transformation-driven text-based person search network for enhancing cross-modal retrieval robustness	13
ODRP: a new approach for spatial street sign detection from EXIF using deep learning-based object detection, distance estimation, rotation and projection system	13
An algorithm for cross-fiber separation in yarn hairiness image processing	13
Regularity-constrained point cloud reconstruction of building models via global alignment	13
Psanet: prototype-guided salient attention for few-shot segmentation	12
Enhancing link prediction accuracy with VG-GIN: a fusion of variational graph auto-encoders and graph isomorphism networks	12
Adaptive arc area inpainting and image enhancement method based on AI-DLC model	12
A new face presentation attack detection method based on face-weighted multi-color multi-level texture features	12
A vision-to-decision framework for learning-augmented UAV–USV coordination in maritime search and rescue	12
Digital human and embodied intelligence for sports science: advancements, opportunities and prospects	12
EnvMap-GS: two-stage outdoor Gaussian reconstruction with background-to-environment map baking	12
GCAENet: global-class context with advanced edge network for single human parsing	12
SATD: syntax-aware handwritten mathematical expression recognition based on tree-structured transformer decoder	12
Adaptive cascaded and parallel feature fusion for visual object tracking	12
DPDTRN: a dynamic pixel-level difficulty-aware texture reconstruction network for document super-resolution	12
Enhancing multiple-style image colorization through context-aware codebook and multi-stage learning	12
Convex hull regression strategy for people detection on top-view fisheye images	12
Enhancing remote sensing image segmentation with SGDC-DeepLab: a lightweight approach using Gaussian filters	12
Stroke-based semantic segmentation for scene-level free-hand sketches	12
Vehicle object counting network based on feature pyramid split attention mechanism	12
Ellipsoid-SLAM: enhancing dynamic scene understanding through ellipsoidal object representation and trajectory tracking	12
Robust 3D watermarking with high imperceptibility based on EMD on surfaces	12
MPA-Det: multi-path aggregation-based object detection framework for aerial visual computing	12
Boosting remote semantic segmentation using vision-and-language foundation model	12
Multi-scale defect detection for plaid fabrics using scale sequence feature fusion and triple encoding	12
Expression-driven monocular 3D face reconstruction based on cross-modal guidance	12
Fast image recoloring for red–green anomalous trichromacy with contrast enhancement and naturalness preservation	12
Group emotion recognition based on psychological principles using a fuzzy system	12
Semantic guidance incremental network for efficiency video super-resolution	12
Arpotcam: augmented reality-driven honeypot for enhancing security in IoT surveillance systems	12
Enhancing cross-domain few-annotation object detection via memory storage-to-adaptation mechanism	12
Advanced detection and segmentation of parabolic trough collector and Fresnel mirrors for CSP maintenance using YOLOv8 and segment anything model	12
TransDehaze: transformer-enhanced texture attention for end-to-end single image dehaze	12
Dual-domain cross-attention fusion with edge-guided frequency decoupling for RGB-D saliency object detection	12
Uncertainty-aware multi-view post-aggregation for point cloud quality assessment	12
M-GAN: multiattribute learning and multimodal feature fusion-based generative adversarial network for text-to-image synthesis	12
Enhanced fine-grained relearning for skeleton-based action recognition	12
An adaptive loss weighting multi-task network with attention-guide proposal generation for small size defect inspection	11
Robust and fast QR code images deblurring via local maximum and minimum intensity prior	11
Light field salient object detection based on discrete viewpoint selection and multi-feature fusion	11
Image-only place recognition based on regional aggregating ConvNet features for underground parking lots	11
Harnessing deep learning for faster water quality assessment: identifying bacterial contaminants in real time	11
When CNN meet with ViT: decision-level feature fusion for camouflaged object detection	11
ParaLkResNet: an efficient multi-scale image classification network	11
Histogram equalization using a selective filter	11
GenYOLO-leaf: a data-centric and open source framework for generalizable leaf instance segmentation across diverse datasets	11
Enhancing scene text script identification through multi-task self-supervised learning	11
Progressive region exchange: enhancing semi-supervised medical image segmentation through incremental complexity	11
Coarse-to-fine blind image deblurring based on K-means clustering	11
Lightweight head pose estimation without keypoints based on multi-scale lightweight neural network	11
Transforming time and space: efficient video super-resolution with hybrid attention and deformable transformers	11
CSI-DMT: multi-focus image fusion via cross-task semantic interaction and dual-attention mixing transformer	11
Coarse-to-fine multi-scale attention-guided network for multi-exposure image fusion	11
InstantTrace: fast parallel neuron tracing on GPUs	11