Visual Computer

Article	Citations
Robust object recognition via context-driven reliability assessment	219
Adaptively weighted discrete Laplacian for inverse rendering	110
Learning shape abstraction by cropping positive cuboid primitives with negative ones	86
AttentionDIP: attention-based deep image prior model to restore satellite and aerial images from gamma distributed speckle interference	75
Edge-priority-extraction network using re-parameterization for real-time super-resolution	63
Region-based adaptive association learning for robust image scene recognition	61
V$$^2$$MLP: an accurate and simple multi-view MLP network for fine-grained 3D shape recognition	61
Still room for improvement in traditional 3D interaction: selecting the fixed axis in the virtual trackball	60
Robust corner detection in continuous space	59
Cfseg-Net: context feature extraction network for medical image segmentation	54
MAPD: multi-receptive field and attention mechanism for multispectral pedestrian detection	52
Object-based illumination transferring and rendering for applications of mixed reality	52
Enhancing green screen matting with group normalization and perceptual loss for color overflow and complex edges	51
Multi-modal co-attention relation networks for visual question answering	48
Road crack detection using pixel classification and intensity-based distinctive fuzzy C-means clustering	46
Lightweight subpixel sampling network for image super-resolution	36
Image encryption algorithm based on cross-scrambling and rapid-mode diffusion	35
MoCoSys: human motion correction based on deep learning coupled with 3D+t Laplacian motion representation	35
Monocular human depth estimation with 3D motion flow and surface normals	34
Adaptive box-level supervision with superpixel shape guidance for ultrasound image segmentation	34
Exploring Structural Lines for Interior Floorplan Segmentation	33
Hybrid annotation alignment-based multi-region crop model for high-resolution image	32
SCAKD: a knowledge distillation framework based on spatial-corner attention for infrared and visible image fusion	31
Feature decomposition and structural learning for multi-diverse and multi-view data clustering	30
Virtual object sizes for efficient and convenient mid-air manipulation	30

Camera calibration for the surround-view system: a benchmark and dataset	30
Depth-guided color correction and multi-scale Retinex network for underwater image enhancement	30
Secure management of retinal imaging based on deep learning, zero-watermarking and reversible data hiding	30
A two-stage model for spatial downscaling of daily precipitation data	30
Developing an augmented reality framework with embedded objects and adaptive optical models for advanced lighting simulation	29
Joint attribute soft-sharing and contextual local: a multi-level features learning network for person re-identification	29
Weighted and truncated $$L_1$$ image smoothing based on unsupervised learning	29
Nighttime driver behavior prediction using taillight signal recognition via CNN-SVM classifier	28
Generative artificial intelligence for ophthalmic images: developments, applications and challenges	28
SES-yolov5: small object graphics detection and visualization applications	27
Enhanced Temporal Representation and Spatial Alignment for High-Fidelity Talking Video Generation	27
Gaze-contingent adaptation of VR stereo parameters for cybersickness prevention	27
Self-supervised single-image 3D face reconstruction method based on attention mechanism and attribute refinement	26
A multi-target cow face detection model in complex scenes	26
Distribution-decouple learning network: an innovative approach for single image dehazing with spatial and frequency decoupling	25
Point cloud quality assessment: unifying projection, geometry, and texture similarity	25
A new chaotic image encryption algorithm based on dynamic DNA coding and RNA computing	25
Generating natural pedestrian crowds by learning real crowd trajectories through a transformer-based GAN	24
Liver segmentation based on complementary features U-Net	24
MP-LN: motion state prediction and localization network for visual object tracking	23
PL-MCT: pseudo-labeling and multi-frame consistency training for semi-supervised visual tracking	23
Capturing spatiotemporal dependencies with competitive set attention for video summarization	23
Preface (Vol 39. Issue 6, June 2023)	23
A modified fuzzy clustering algorithm based on dynamic relatedness model for image segmentation	23
Decoupled spatio-temporal grouping transformer for skeleton-based action recognition	22
Anti-counterfeiting textured pattern	22
SSoB: searching a scene-oriented architecture for underwater object detection	22
Correction: 3D reconstruction method based on N-step phase unwrapping	22
Boosting vision transformer for low-resolution borehole image stitching through algebraic multigrid	22
ConvFormer: parameter reduction in transformer models for 3D human pose estimation by leveraging dynamic multi-headed convolutional attention	21
Sound signatures for images and geometric shapes	21
Hybrid Mamba-Transformer Multi-Agent Reinforcement Learning for scalable coordination in complex environments	21
Artificial intelligence-assisted cervical dysplasia detection using papanicolaou smear images	21
A novel robust digital image watermarking scheme based on attention U-Net++ structure	21
MF-SAM: enhancing multi-modal fusion with Mamba in SAM-Med3D for GPi segmentation	20
High-fidelity facial expression transfer using part-based local–global conditional gans	20
Enhanced visual perception for underwater images based on multistage generative adversarial network	20
Two-stream inter-class variation enhancement network for facial expression recognition	20
Boosted verification using siamese neural network with DiffBlock	20
Double-handed dynamic gesture recognition using contour-based hand tracking and maximum mean probability ensembling (MMPE) for Indian Sign Language	20
High-performance UAVs visual tracking based on siamese network	20
DeMaskGAN: a de-masking generative adversarial network guided by semantic segmentation	19
Regions of interest selection in histopathological images using subspace and multi-objective stream clustering	19
A point cloud self-learning network based on contrastive learning for classification and segmentation	19
PRNet: polar regression network for medical image segmentation	19
Icg: intensity and color gradient operator on RGB images for visual object tracking	19
Personalized hairstyle and hair color editing based on multi-feature fusion	19
Compact storage of additively weighted Voronoi diagrams	18
Bridging realities: training visuo-haptic object recognition models for robots using 3D virtual simulations	18
HSNet: hierarchical semantics network for scene parsing	18

A novel robust image watermarking algorithm based on polar decomposition and image geometric correction	18
MCGFF-Net: a multi-scale context-aware and global feature fusion network for enhanced polyp and skin lesion segmentation	17
Lane line detection and departure estimation in a complex environment by using an asymmetric kernel convolution algorithm	17
DMINet: dense multi-scale inference network for salient object detection	17
Correction: DFP-YOLO: a lightweight machine tool workpiece defect detection algorithm based on computer vision	17
Optimal feature selection and classification of Indian classical dance hand gesture dataset	17
CLFormer: a unified transformer-based framework for weakly supervised crowd counting and localization	17
Picking out the bad apples: unsupervised biometric data filtering for refined age estimation	17
ARP$$\Delta $$: Accelerated ray-tracing photon differentials for real-time global illumination with combined specular and diffuse solutions	17
Adversarial-based refinement dual-branch network for semi-supervised salient object detection of strip steel surface defects	17
PlayNet: real-time handball play classification with Kalman embeddings and neural networks	17
Study on the methods of hyperspectral image saliency detection based on MBCNN	17
Attention-enhanced controllable disentanglement for cloth-changing person re-identification	17
ImpRes: implicit residual diffusion models for image super-resolution	17
WeedGan: a novel generative adversarial network for cotton weed identification	17
An improved denoising of G-banding chromosome images using cascaded CNN and binary classification network	17
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)	16
PMGAN: pretrained model-based generative adversarial network for text-to-image generation	16
CLAC-Net: a composite medical image segmentation framework using self-attention and cross-layer asymmetric connections	16
A dynamic range adjustable inverse tone mapping operator based on human visual system	16
Arbitrary style transfer via content consistency and style consistency	16
An automatic framework for quadrilateral surface reconstruction with partitions from 3D point clouds	16
Explaining away results in more robust visual tracking	16
Prior-based privacy-assured compressed sensing scheme in cloud	16
Fusiform multi-scale pixel self-attention network for hyperspectral images reconstruction from a single RGB image	16
Enhancing multi-scale information exchange and feature fusion for human pose estimation	16
Topology-preserved human reconstruction with details	16
Unsupervised deep learning based ego motion estimation with a downward facing camera	16
Dual-attention U-Net and multi-convolution network for single-image rain removal	16
3D printer vision calibration system based on embedding Sobel bilateral filter in least squares filtering algorithm	15
Fairing-PIA: progressive-iterative approximation for fairing curve and surface generation	15
E-FPN: an enhanced feature pyramid network for UAV scenarios detection	15
Virtual simulation for the dynamic response of concrete blocks under blast loading	15
A novel backbone architecture for pedestrian detection based on the human visual system	15
A cascaded graph convolutional network for point cloud completion	15
Locality-constrained double-layer structure scaled simplex multi-view subspace clustering	15
ViT-SIR: vision transformer-based shoe image retrieval with enhanced feature representation	15
Multimodal biometrics authentication using extreme learning machine with feature reduction by adaptive particle swarm optimization	15
STVDNet: spatio-temporal interactive video de-raining network	14
Blind image quality assessment by simulating the visual cortex	14
Point-voxel dual stream transformer for 3d point cloud learning	14
FFANet: dual attention-based flow field-aware network for wall identification	14
Toward robust visual tracking for UAV with adaptive spatial-temporal weighted regularization	14
Wall segmentation in house plans: fusion of deep learning and traditional methods	14
Learning to sculpt neural cityscapes	14
A mixed reality framework for microsurgery simulation with visual-tactile perception	14
Patch excitation network for boxless action recognition in still images	14
Semi-supervised multi-view clustering by label relaxation based non-negative matrix factorization	14
Branch aware assignment for object detection	14
Outfit compatibility model using fully connected self-adjusting graph neural network	14
TDGar-Ani: temporal motion fusion model and deformation correction network for enhancing garment animation details	14
LVDIF: a framework for real-time interaction with large volume data	14
A workflow to systematically design uncertainty-aware visual analytics applications	14
A coarse-to-fine ghost removal scheme for HDR imaging	14
Gauss–Seidel progressive iterative approximation (GS-PIA) for subdivision surface interpolation	14
Deep channel-spatial attention networks for enhancing super-resolution of high-magnification SEM images	13
Occlusion-aware segmentation via RCF-Pix2Pix generative network	13
Feedback through emotion extraction using logistic regression and CNN	13
Multi-camera tracking of mechanically thrown objects for automated in-plant logistics by cognitive robots in Industry 4.0	13
A novel data hiding by image interpolation using edge quad-tree block complexity	13
HEU-Net: hybrid attention residual block-based network with external skip connections for metal corrosion semantic segmentation	13
A survey on soccer player detection and tracking with videos	13
Global structure-guided learning framework for underwater image enhancement	13
An enhanced multi-scale weight assignment strategy of two-exposure fusion	13
LKSMN: Large Kernel Spatial Modulation Network for Lightweight Image Super-Resolution	13
Detail-aware image denoising via structure preserved network and residual diffusion model	13
The devil in the details: simple and effective optical flow synthetic data generation	13
Facial expression recognition based on local–global information reasoning and spatial distribution of landmark features	13
DICNet: achieve low-light image enhancement with image decomposition, illumination enhancement, and color restoration	12
Intuitionistic fuzzy information-driven total Bregman divergence fuzzy clustering with multiple local information constraints for image segmentation	12
A self-attention model for viewport prediction based on distance constraint	12
OSH-Splat: optimizable semantic hyperplanes for enhanced 3D language feature Gaussian splatting	12
Neural network adaption for depth sensor replication	12
RSFace: subject agnostic face swapping with expression high fidelity	12
Skin scar segmentation based on saliency detection	12
Salient-aware multiple instance learning optimized network for weakly supervised object detection	12
Semantic-Orthogonal Multi-modal Attention Network for RGB-D Salient Object Detection	12
Light field depth estimation using occlusion-aware consistency analysis	12
Human pose estimation with gated multi-scale feature fusion and spatial mutual information	12
3D human body reconstruction based on SMPL model	12

Enhancing high-vocabulary image annotation with a novel attention-based pooling	12
Fast harmonic tetrahedral mesh optimization	12
A two-stage network with wavelet transformation for single-image deraining	12
Cross-modal collaborative propagation for RGB–T saliency detection	12
Correction: Material-aware Cross-channel Interaction Attention (MCIA) for occluded prohibited item detection	12
Encoded motion image-based dynamic hand gesture recognition	12
CF-GAN: cross-domain feature fusion generative adversarial network for text-to-image synthesis	12
Multi-channel correlated diffusion for text-driven artistic style transfer	12
Digital human and embodied intelligence for sports science: advancements, opportunities and prospects	12
Latent diffusion transformer for point cloud generation	12
Editorial June 2024 ( Vol 40, Issue 6)	12
Multi-view clustering based on graph learning and view diversity learning	11
The infinite doodler: expanding textures within tightly constrained manifolds	11
Generalized unsupervised functional map learning for dense correspondence	11
OrthopedVR: clinical assessment and pre-operative planning of paediatric patients with lower limb rotational abnormalities in virtual reality	11
MS-GAN: multi-scale GAN with parallel class activation maps for image reconstruction	11
Boosting remote semantic segmentation using vision-and-language foundation model	11
TSNet: Task-specific network for joint diabetic retinopathy grading and lesion segmentation of ultra-wide optical coherence tomography angiography images	11
Robust 3D watermarking with high imperceptibility based on EMD on surfaces	11
A neural builder for spatial subdivision hierarchies	11
Edge-aware texture filtering with superpixels constraint	11
GlcMatch: global and local constraints for reliable feature matching	11
An algorithm for cross-fiber separation in yarn hairiness image processing	11
PDFT: parameter-diminish fine-tuning for transformer-based models	11
Adaptive cascaded and parallel feature fusion for visual object tracking	11
SATD: syntax-aware handwritten mathematical expression recognition based on tree-structured transformer decoder	11
GCAENet: global-class context with advanced edge network for single human parsing	11
A novel infrared and visible image fusion method based on multi-level saliency integration	11
AQPnP: an accurate and quaternion-based solution for the Perspective-n-Point problem	11
A hue preserving uniform illumination image enhancement via triangle similarity criterion in HSI color space	11
Online health status monitoring of high voltage insulators using deep learning model	11
Attention-guided self-supervised distinctive region detection in point clouds	11
Internal and external transmission encoder–decoder network for single-image deraining	11
Recycling/upcycling graphic design: automatic design elements extraction and vectorization	10
Regularity-constrained point cloud reconstruction of building models via global alignment	10
Hierarchical feature fusion network for light field spatial super-resolution	10
Arpotcam: augmented reality-driven honeypot for enhancing security in IoT surveillance systems	10
Logical reasoning-enhanced interactive clustering: an efficient algorithm for large-scale datasets	10
Semantic guidance incremental network for efficiency video super-resolution	10
Preface	10
A multi-color and multistage collaborative network guided by refined transmission prior for underwater image enhancement	10
ODRP: a new approach for spatial street sign detection from EXIF using deep learning-based object detection, distance estimation, rotation and projection system	10
Consistency regularization teacher–student semi-supervised learning method for target recognition in SAR images	10
A novel artificial bee colony clustering algorithm with comprehensive improvement	10
LiteMSNet: a lightweight semantic segmentation network with multi-scale feature extraction for urban streetscape scenes	10
Graph matching based on feature and spatial location information	10
Msc-Net: multi-stage colorization network for real-world images with specular highlights	10
GPT-ZSS: a unified zero-shot segmentation framework leveraging GPT-generated semantic embeddings and relationship alignment	10
Multi-scale defect detection for plaid fabrics using scale sequence feature fusion and triple encoding	10
CSNet: a ConvNeXt-based Siamese network for RGB-D salient object detection	10
Zero-shot learning via categorization-relevant disentanglement and discriminative samples synthesis	10
Ellipsoid-SLAM: enhancing dynamic scene understanding through ellipsoidal object representation and trajectory tracking	10
Stroke-based semantic segmentation for scene-level free-hand sketches	10
TRAIL: Simulating the impact of human locomotion on natural landscapes	10
Privacy-aware Real-Time Target Person Matting in Multi-Person Scenes Using Dual Encoder-Decoder Networks	10
M-GAN: multiattribute learning and multimodal feature fusion-based generative adversarial network for text-to-image synthesis	10
MPA-Det: multi-path aggregation-based object detection framework for aerial visual computing	10
A new face presentation attack detection method based on face-weighted multi-color multi-level texture features	10
Suspect face retrieval using visual and linguistic information	10
TransDehaze: transformer-enhanced texture attention for end-to-end single image dehaze	10
Semantically Enhanced Dual Visual Fusion Transformer for accurate image captioning	10
Enhanced fine-grained relearning for skeleton-based action recognition	10
Adaptive objectness learning for enhanced unknown object detection	10
High-frequency channel attention and contrastive learning for image super-resolution	10
MFFN: image super-resolution via multi-level features fusion network	10
ROMOT: Referring-expression-comprehension open-set multi-object tracking	10
Data privacy protection domain adaptation by roughing and finishing stage	10
The crowd cooperation approach for formation maintenance and collision avoidance using multi-agent deep reinforcement learning	10
PCCFormer: Parallel coupled convolutional transformer for image super-resolution	9
Image-only place recognition based on regional aggregating ConvNet features for underground parking lots	9
InstantTrace: fast parallel neuron tracing on GPUs	9
Harnessing deep learning for faster water quality assessment: identifying bacterial contaminants in real time	9
Correction to: Feedback through emotion extraction using logistic regression and CNN	9
Context-Aware Enhanced Virtual Try-On Network with fabric adaptive registration	9
ADMM optimizer for integrating wavelet-patch and group-based sparse representation for image inpainting	9
Dtsr: detail-enhanced transformer for image super-resolution	9
Coarse-to-fine multi-scale attention-guided network for multi-exposure image fusion	9
Vehicle object counting network based on feature pyramid split attention mechanism	9
Light field salient object detection based on discrete viewpoint selection and multi-feature fusion	9
Unsupervised inner-point-pairs model for unseen-scene and online moving object detection	9
Grayscale uncertainty and errors of tomographic reconstructions based on projection geometries and projection sets	9
Effective multi-scale enhancement fusion method for low-light images based on interest-area perception OCTM and “pixel healthiness” evaluation	9
Enhancing multiple-style image colorization through context-aware codebook and multi-stage learning	9
Cross-resolution feature attention network for image super-resolution	9
YOLOv9-YX: lightweight algorithm for underwater target detection	9
Adaptive arc area inpainting and image enhancement method based on AI-DLC model	9
Robust and fast QR code images deblurring via local maximum and minimum intensity prior	9
Action detection with two-stream enhanced detector	9
Cross-modal and multi-level feature refinement network for RGB-D salient object detection	9
Red green blue-depth salient object detection based on multi-scale refinement and cross-modalities fusion network	8
Video-driven musical composition using large language model with memory-augmented state space	8
CAFormer: a connectivity-aware vision transformer for road extraction from remote sensing images	8
Publisher Correction: GOSS: towards generalized open-set semantic segmentation	8
Visible-to-infrared image translation based on an improved CGAN	8
MSPNet: real-time semantic segmentation with large kernel and atrous convolutions	8