Journal of Visual Communication and Image Representation

Article	Citations
Register assisted aggregation for visual place recognition	329
A robust coverless image-synthesized video steganography based on asymmetric structure	120
DBCFNet: Underwater image enhancement network based on dual branch convolution and cross level feature fusion	109
FlareDiffusion: Conditional diffusion model for nighttime flare removal	89
Distance distributions and runtime analysis of perceptual hashing algorithms	80
Corner-to-Center long-range context model for efficient learned image compression	77
Edge-aware object pixel-level representation tracking	74
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	60
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	54
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	50
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	50
Faster-slow network fused with enhanced fine-grained features for action recognition	49
A no-reference panoramic image quality assessment with hierarchical perception and color features	48
Real-world image dehazing with improved joint enhancement and exposure fusion	45
Capsule network with using shifted windows for 3D human pose estimation	45
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	42
DB-TASNet for disease diagnosis and lesion segmentation in medical images	41
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	39
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	38
PTR-CNN for in-loop filtering in video coding	37
Fast HEVC inter-frame coding based on LSTM neural network technology	34
Inter-image Token Relation Learning for weakly supervised semantic segmentation	34
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	33
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	33
Advancing white balance correction through deep feature statistics and feature distribution matching	32

Learning informative and discriminative semantic features for robust facial expression recognition	31
Reversible data hiding based on automatic contrast enhancement using histogram expansion	29
3D human mesh recovery: Comparative review, models, and prospects	29
Aligning computational and human perceptions of image complexity: A dual-task framework for prediction and localization	29
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	28
All-in-focus image fusion using graph wavelet transform for multi-modal light field	28
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	27
Neural Style Transfer for image within images and conditional GANs for destylization	27
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	26
Editorial Board	26
Towards fast and effective low-light image enhancement via adaptive Gamma correction and detail refinement	25
Personality modeling from image aesthetic attribute-aware graph representation learning	25
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	25
Pedestrian trajectory prediction using multi-cue transformer	25
GLST-Net: Global and local spatio-temporal feature fusion network for skeleton-based action recognition	25
AI-assisted deepfake detection using adaptive blind image watermarking	24
Masked latent transformer with random masking ratio to advance the diagnosis of dental fluorosis	24
A hierarchical multi-modal cross-attention model for face anti-spoofing	24
Action density based frame sampling for human action recognition in videos	23
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	22
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	22
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	22
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	22
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	21
Editorial Board	21
Exploring training data-free video generation from a single image via a stable diffusion model	21
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	21
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	21
Lightweight JPEG image steganalysis using dilated blind-spot network	21
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	19
Blind deblurring with fractional-order calculus and local minimal pixel prior	19
DiffEEGBooth: A diffusion-based EEG generation framework for motor imagery with temporal consistency and neurophysiological constraint	19
Person re-identification based on improved attention mechanism and global pooling method	19
Semantic similarity guided contrastive hashing for unsupervised cross-modal retrieval	19
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	18
Multi-task learning for video anomaly detection	18
Editorial Board	18
Dual-Branch Wavelet Diffusion models with Dual-Prior Refinement for Underwater Image Enhancement	18
Multiple transformation function estimation for image enhancement	18
Global–local dual-branch network with local feature enhancement for visual tracking	18
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	18
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	17
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	16
Opinion-unaware blind quality assessment of AI-generated omnidirectional images based on deep feature statistics	16
ADPNet: Attention based dual path network for lane detection	16
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	16
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	16
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	16
Multi-modal semantic embedding network for 3D shape recognition and retrieval	16
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	15

A non-extended 3D mesh secret sharing scheme adapted for FPGA processing	15
Multiscale residual gradient attention for face anti-spoofing	15
AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	15
SRI-Net: Similarity retrieval-based inference network for light field salient object detection	15
Texture-aware fast mode decision and complexity allocation for VVC based point cloud compression	15
A novel and efficient image dehazing technique for Advanced Driver Assistance Systems	15
WAGAN: Bi-orthogonal Wavelet-Guided Attention Network for image and video dehazing	15
Dictionary-based histogram packing technique for lossless image compression	15
LRHW-AP: Using ranking-based metric as loss for Person Re-Identification	15
Lite transformer with medium self attention for efficient traffic sign recognition	15
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	15
Virtualized three-dimensional reference tables for efficient data embedding	14
PVT2DNet: Polyp segmentation with vision transformer and dual decoder refinement strategy	14
Part-attentive kinematic chain-based regressor for 3D human modeling	14
A super-resolution-based license plate recognition method for remote surveillance	14
Efficient image dehazing algorithm using multiple priors constraints	14
Green learning: Introduction, examples and outlook	14
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	14
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	14
Depth error points optimization for 3D Gaussian Splatting in few-shot synthesis	14
Multiple integration model for single-source domain generalizable person re-identification	14
Locality sensitive hashing scheme based on online-learning	14
GSD-YOLOX: Lightweight and more accurate object detection models	13
Iterative decoupling deconvolution network for image restoration	13
Aethra-net: Single image and video dehazing using autoencoder	13
A Transformer-based invertible neural network for robust image watermarking	13
Action recognition method based on lightweight network and rough-fine keyframe extraction	13
ADcFNet-deep learning based facial expression identification using FER vision transformer	13
Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks	13
Face reconstruction with detailed skin features via three selfie images	13
Robust reversible image watermarking scheme based on spread spectrum	13
Time series analysis using memory enhanced liquid neural network	13
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	13
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	13
Knowledge-guided quantization-aware training for EEG-based emotion recognition	13
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	13
Survey: 3D watermarking techniques	12
Improved threat item detection in baggage X-ray imagery through image projection	12
UnifiedTT: Visual tracking with unified transformer	12
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	12
Editorial Board	12
Salient object detection enhanced pseudo-labels for weakly supervised semantic segmentation	12
Contrastive Deep Supervision Meets self-knowledge distillation	12
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	12
Context-dependent emotion recognition	12
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	12
Joint strong edge and multi-stream adaptive fusion network for non-uniform image deblurring	12
MIEI:A KID-based quality assessment metric for grayscale industrial equipment images	12
An efficient optimization of measurement matrix for compressive sensing	12
Image cropping based on order learning	12
SemMatcher: Semantic-aware feature matching with neighborhood consensus	12
Decomposition and replacement: Spatial knowledge distillation for monocular depth estimation	12
Image downscaling via co-occurrence learning	12
Decomposing style, content, and motion for videos	12
DRC: Chromatic aberration intensity priors for underwater image enhancement	12
MemFlow-AD: An anomaly detection and localization model based on memory module and normalizing flow	12
Transferable targeted adversarial attack via multi-source perturbation generation and integration	11
Dual-channel prior-based deep unfolding with contrastive learning for underwater image enhancement	11
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	11
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	11
Multi-scale features and attention guided for brain tumor segmentation	11
Low-complexity ℓ∞	11
CC-SMC: Chain coding-based segmentation map lossless compression	11
Improved inter-view correlations for low complexity MV-HEVC	11
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	11
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	11
MG-SSAF: An advanced vision Transformer	11
Retrieval augmented generation for smart calorie estimation in complex food scenarios	11
Image copy-move forgery detection using three-stage matching with constraints	11
Perceptually diverse visual saliency prediction with global context attention	11
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	11
Intermediate deep feature coding for human–machine vision collaboration	11
Residual spatiotemporal convolutional networks for face anti-spoofing	11
Multiple correlation filters with gaussian constraint for fast online tracking	11
Res2former: A multi-scale fusion based transformer feature extraction method	11
Dual-branch manifold information consistency for unsupervised visible–infrared person re-identification	10
Research on a face recognition algorithm based on 3D face data and 2D face image matching	10
Human object interaction detection based on feature optimization and key human-object enhancement	10
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	10
Gradient degradation-aware rate control for VVC using Nash equilibrium	10

Detecting Water in Visual Image Streams from UAV with Flight Constraints	10
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	10
Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	10
Vision-language tracking with attention-based optimization	10
Multi-scale and multi-patch transformer for sandstorm image enhancement	10
A novel high-fidelity reversible data hiding scheme based on multi-classification pixel value ordering	10
NCC-FDM: Frequency-domain diffusion model driven by non-physical-domain color correction for underwater image enhancement	10
Document forgery detection based on spatial-frequency and multi-scale feature network	10
Corrigendum to “Lightweight macro-pixel quality enhancement network for light field images compressed by versatile video coding” [J. Vis. Commun. Image Represent. 105 (2024) 104329]	10
Object semantic-guided graph attention feature fusion network for Siamese visual tracking	10
RQVR: A multi-exposure image fusion network that optimizes rendering quality and visual realism	10
Machine learning and transformers for thyroid carcinoma diagnosis	10
A simple transformer-based baseline for crowd tracking with Sequential Feature Aggregation and Hybrid Group Training	10
Incremental pseudo-labeling for black-box unsupervised domain adaptation	9
Self2Channel: Self-supervised denoising of different regions using coalition game based channel mask	9
Editorial Board	9
Multi-dimensional human preference assessment for AI-generated images with supervised contrastive learning	9
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	9
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	9
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	9
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	9
LFSimCC: Spatial fusion lightweight network for human pose estimation	9
Weakly supervised semantic segmentation based on superpixel affinity	9
Cell tracking-by-detection using elliptical bounding boxes	9
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	9
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	9
DCPNet: Deformable Control Point Network for image enhancement	9
Towards real-world haze removal with uncorrelated graph model	9
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	9
KF-GS: Kalman filter-guided Gaussian splatting for real-time high-quality dynamic scene reconstruction	9
A channel-wise contextual module for learned intra video compression	9
TD3Net: A temporal densely connected multi-dilated convolutional network for lipreading	8
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	8
An illumination-guided dual-domain network for image exposure correction	8
Multi-branch Segmentation-guided Attention Network for crowd counting	8
Category-based depth incorporation for salient object ranking	8
Transformer-based weakly supervised 3D human pose estimation	8
Densely aggregated U-net with spatial-spectral interaction transformer for hyperspectral compressed imaging reconstruction	8
On the multi-level embedding of crypto-image reversible data hiding	8
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	8
Infrared small UAV target detection via depthwise separable residual dense attention network	8
Reversible data hiding in encrypted 3D mesh models via ripple prediction	8
3D hand reconstruction via aggregating intra and inter graphs guided by prior knowledge for hand-object interaction scenario	8
Quality assessment of windowed 6DoF video with viewpoint switching	8
Improving small objects detection using transformer	8
Correlation-attention guided regression network for efficient crowd counting	8
Effective sparse tracking with convolution-based discriminative sparse appearance model	8
Accumulated micro-motion representations for lightweight online action detection in real-time	8
Multi-stream feature refinement network for human object interaction detection	8
Efficient object tracking on edge devices with MobileTrack	8
Enhanced monocular depth estimation using novel scale-invariant Error Structure Similarity Index measure optimization in Convolutional Neural network architecture	8
A no-reference perceptual image quality assessment database for learned image codecs	8
Low-complexity content-aware encoding optimization of batch video	8
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	8
3D human model guided pose transfer via progressive flow prediction network	8
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	8
Offline writer identification approach using moment features and high-order correlation functions	8
Editorial Board	8
Blind quality assessment of light field image based on view and focus stacks	8
LaDeL: Lane detection via multimodal large language model with visual instruction tuning	7
ThermalDiff: A diffusion architecture for thermal image synthesis	7
Texture-aware and color-consistent learning for underwater image enhancement	7
DFF-Matcher: Robust cross-source registration with density-fused feature and bidirectional consensus matching	7
Multiscale Global-Aware Channel Attention for Person Re-identification	7
Multi-scale sampling and feature fusion for dynamic human rendering	7
Contour enhanced image super-resolution	7
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	7
SecureDL: A privacy preserving deep learning model for image recognition over cloud	7
Editorial Board	7
Unbiased feature generating for generalized zero-shot learning	7
SCPNet: Self-constrained parallelism network for keypoint-based lightweight object detection	7
Lightweight whole-body mesh recovery with joints and depth aware hand detail optimization	7
Hierarchical boundary feature alignment network for video salient object detection	7
HySaM: An improved hybrid SAM and Mask R-CNN for underwater instance segmentation	7
Multi-stage feature-fusion dense network for motion deblurring	7
DAGNet: Depth-aware Glass-like objects segmentation via cross-modal attention	7
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment	7
Infrared dim and small target detection based on U-Transformer	7
Information entropy induced graph convolutional network for semantic segmentation	7
JPEG image encryption with grouping coefficients based on entropy coding	7
Similarity-aware generative adversarial network for facial expression image translation	7
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	7
Non-local feature aggregation quaternion network for single image deraining	7
Deep semantic image compression via cooperative network pruning	7
Adaptive smoothness evaluation and multiple asymmetric histogram modification for reversible data hiding	7
Exploring a Non-Parametric Uncertain Adaptive training method for facial expression recognition	7
A no-reference underwater image quality evaluator via quality-aware features	7
From synthetic to natural — single natural image dehazing deep networks using synthetic dataset domain randomization	7
Depth from focus using directional spherical difference filter and vector to scalar fusion	7
Knowledge NeRF: Few-shot novel view synthesis for dynamic articulated objects	7
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	7
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	7
A multi-stage spatio-temporal adaptive network for video super-resolution	7
Learn decision trees with deep visual primitives	7
Editorial Board	7