Journal of Visual Communication and Image Representation

Article	Citations
Register assisted aggregation for visual place recognition	348
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	123
Advancing white balance correction through deep feature statistics and feature distribution matching	110
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	90
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	81
Distance distributions and runtime analysis of perceptual hashing algorithms	79
Inter-image Token Relation Learning for weakly supervised semantic segmentation	77
Fast HEVC inter-frame coding based on LSTM neural network technology	61
DB-TASNet for disease diagnosis and lesion segmentation in medical images	55
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	54
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	54
Faster-slow network fused with enhanced fine-grained features for action recognition	50
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	46
A no-reference panoramic image quality assessment with hierarchical perception and color features	45
Aligning computational and human perceptions of image complexity: A dual-task framework for prediction and localization	43
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	41
All-in-focus image fusion using graph wavelet transform for multi-modal light field	39
Learning informative and discriminative semantic features for robust facial expression recognition	39
PTR-CNN for in-loop filtering in video coding	39
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	35
Curriculum-Meta learning for unbiased Multimodal Relation Extraction	34
DBCFNet: Underwater image enhancement network based on dual branch convolution and cross level feature fusion	33
3D human mesh recovery: Comparative review, models, and prospects	33
Reversible data hiding based on automatic contrast enhancement using histogram expansion	32
Edge-aware object pixel-level representation tracking	32

Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	29
Capsule network with using shifted windows for 3D human pose estimation	29
FlareDiffusion: Conditional diffusion model for nighttime flare removal	29
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	29
Corner-to-Center long-range context model for efficient learned image compression	29
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	27
Image contrast enhancement based on the Schrödinger operator spectrum	27
Real-world image dehazing with improved joint enhancement and exposure fusion	26
A robust coverless image-synthesized video steganography based on asymmetric structure	26
Editorial Board	26
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	25
GLST-Net: Global and local spatio-temporal feature fusion network for skeleton-based action recognition	25
Blind deblurring with fractional-order calculus and local minimal pixel prior	25
Pedestrian trajectory prediction using multi-cue transformer	25
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	24
Person re-identification based on improved attention mechanism and global pooling method	24
Action density based frame sampling for human action recognition in videos	24
A hierarchical multi-modal cross-attention model for face anti-spoofing	22
AI-assisted deepfake detection using adaptive blind image watermarking	22
Dual-Branch Wavelet Diffusion models with Dual-Prior Refinement for Underwater Image Enhancement	21
Exploring training data-free video generation from a single image via a stable diffusion model	21
Semantic similarity guided contrastive hashing for unsupervised cross-modal retrieval	21
Reflectance oriented diffusion with normalizing flow illumination enhancement for the low-light images	21
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	21
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	20
Multiple transformation function estimation for image enhancement	19
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	19
Multi-task learning for video anomaly detection	19
Masked latent transformer with random masking ratio to advance the diagnosis of dental fluorosis	19
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	19
Editorial Board	19
Lightweight JPEG image steganalysis using dilated blind-spot network	18
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	18
Personality modeling from image aesthetic attribute-aware graph representation learning	18
Global–local dual-branch network with local feature enhancement for visual tracking	18
DiffEEGBooth: A diffusion-based EEG generation framework for motor imagery with temporal consistency and neurophysiological constraint	18
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	17
Towards fast and effective low-light image enhancement via adaptive Gamma correction and detail refinement	17
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	17
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	17
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	16
Editorial Board	16
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	16
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	16
Multi-modal semantic embedding network for 3D shape recognition and retrieval	16
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	16
Opinion-unaware blind quality assessment of AI-generated omnidirectional images based on deep feature statistics	16
Lite transformer with medium self attention for efficient traffic sign recognition	15
Texture-aware fast mode decision and complexity allocation for VVC based point cloud compression	15
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	15

CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	15
AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	15
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	15
ADPNet: Attention based dual path network for lane detection	15
A non-extended 3D mesh secret sharing scheme adapted for FPGA processing	15
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	15
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	15
Multiscale residual gradient attention for face anti-spoofing	14
Uncertainty-aware self-supervised motion deblurring: mitigating physical priors noise via probabilistic learning	14
Virtualized three-dimensional reference tables for efficient data embedding	14
A novel and efficient image dehazing technique for Advanced Driver Assistance Systems	14
SRI-Net: Similarity retrieval-based inference network for light field salient object detection	14
Green learning: Introduction, examples and outlook	14
Efficient image dehazing algorithm using multiple priors constraints	14
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	14
Dictionary-based histogram packing technique for lossless image compression	14
WAGAN: Bi-orthogonal Wavelet-Guided Attention Network for image and video dehazing	14
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	14
Iterative decoupling deconvolution network for image restoration	13
Part-attentive kinematic chain-based regressor for 3D human modeling	13
Multiple integration model for single-source domain generalizable person re-identification	13
Action recognition method based on lightweight network and rough-fine keyframe extraction	13
Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks	13
PVT2DNet: Polyp segmentation with vision transformer and dual decoder refinement strategy	13
Face reconstruction with detailed skin features via three selfie images	13
Aethra-net: Single image and video dehazing using autoencoder	13
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	13
Time series analysis using memory enhanced liquid neural network	13
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	13
Depth error points optimization for 3D Gaussian Splatting in few-shot synthesis	13
A super-resolution-based license plate recognition method for remote surveillance	13
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	13
ADcFNet-deep learning based facial expression identification using FER vision transformer	13
EFI-YOLO: An enhanced framework for industrial object detection	12
Knowledge-guided quantization-aware training for EEG-based emotion recognition	12
Robust reversible image watermarking scheme based on spread spectrum	12
UnifiedTT: Visual tracking with unified transformer	12
Context-dependent emotion recognition	12
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	12
Image downscaling via co-occurrence learning	12
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	12
Locality sensitive hashing scheme based on online-learning	12
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	12
Editorial Board	12
Contrastive Deep Supervision Meets self-knowledge distillation	12
Image cropping based on order learning	12
Survey: 3D watermarking techniques	12
A Transformer-based invertible neural network for robust image watermarking	12
GSD-YOLOX: Lightweight and more accurate object detection models	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
Perceptually diverse visual saliency prediction with global context attention	12
Decomposing style, content, and motion for videos	12
A simple transformer-based baseline for crowd tracking with Sequential Feature Aggregation and Hybrid Group Training	11
Residual spatiotemporal convolutional networks for face anti-spoofing	11
An efficient optimization of measurement matrix for compressive sensing	11
Image copy-move forgery detection using three-stage matching with constraints	11
MemFlow-AD: An anomaly detection and localization model based on memory module and normalizing flow	11
Salient object detection enhanced pseudo-labels for weakly supervised semantic segmentation	11
Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	11
Multiple correlation filters with gaussian constraint for fast online tracking	11
Multi-scale and multi-patch transformer for sandstorm image enhancement	11
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	11
Improved inter-view correlations for low complexity MV-HEVC	11
Dual-channel prior-based deep unfolding with contrastive learning for underwater image enhancement	11
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	11
Res2former: A multi-scale fusion based transformer feature extraction method	11
Intermediate deep feature coding for human–machine vision collaboration	11
DRC: Chromatic aberration intensity priors for underwater image enhancement	11
Improved threat item detection in baggage X-ray imagery through image projection	11
SemMatcher: Semantic-aware feature matching with neighborhood consensus	11
CC-SMC: Chain coding-based segmentation map lossless compression	11
Object semantic-guided graph attention feature fusion network for Siamese visual tracking	11
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	10
RQVR: A multi-exposure image fusion network that optimizes rendering quality and visual realism	10
Multi-dimensional human preference assessment for AI-generated images with supervised contrastive learning	10
Dual-branch manifold information consistency for unsupervised visible–infrared person re-identification	10
Cell tracking-by-detection using elliptical bounding boxes	10
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	10
Research on a face recognition algorithm based on 3D face data and 2D face image matching	10

MG-SSAF: An advanced vision Transformer	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
Weakly supervised semantic segmentation based on superpixel affinity	10
KF-GS: Kalman filter-guided Gaussian splatting for real-time high-quality dynamic scene reconstruction	10
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	10
Detecting Water in Visual Image Streams from UAV with Flight Constraints	10
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	10
A novel high-fidelity reversible data hiding scheme based on multi-classification pixel value ordering	10
A channel-wise contextual module for learned intra video compression	10
Retrieval augmented generation for smart calorie estimation in complex food scenarios	10
LFSimCC: Spatial fusion lightweight network for human pose estimation	9
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	9
Self2Channel: Self-supervised denoising of different regions using coalition game based channel mask	9
Incremental pseudo-labeling for black-box unsupervised domain adaptation	9
Gradient degradation-aware rate control for VVC using Nash equilibrium	9
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	9
Multi-scale features and attention guided for brain tumor segmentation	9
NCC-FDM: Frequency-domain diffusion model driven by non-physical-domain color correction for underwater image enhancement	9
Human object interaction detection based on feature optimization and key human-object enhancement	9
DCPNet: Deformable Control Point Network for image enhancement	9
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	9
Transferable targeted adversarial attack via multi-source perturbation generation and integration	9
Editorial Board	9
Vision-language tracking with attention-based optimization	9
Machine learning and transformers for thyroid carcinoma diagnosis	9
Document forgery detection based on spatial-frequency and multi-scale feature network	9
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	9
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	9
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	9
Low-complexity ℓ∞-compression of light field images with a deep-decompression stage	9
3D human model guided pose transfer via progressive flow prediction network	8
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	8
Blind quality assessment of light field image based on view and focus stacks	8
Reversible data hiding in encrypted 3D mesh models via ripple prediction	8
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	8
Editorial Board	8
Low-complexity content-aware encoding optimization of batch video	8
On the multi-level embedding of crypto-image reversible data hiding	8
A novel approach in quality assessment for inpainted images	8
Infrared small UAV target detection via depthwise separable residual dense attention network	8
Transformer-based weakly supervised 3D human pose estimation	8
Effective sparse tracking with convolution-based discriminative sparse appearance model	8
Offline writer identification approach using moment features and high-order correlation functions	8
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	8
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	8
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	8
Hierarchical Feature Difference-guided Network for domain adaptation object detection	8
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	8
Towards real-world haze removal with uncorrelated graph model	8
Multi-stream feature refinement network for human object interaction detection	8
Correlation-attention guided regression network for efficient crowd counting	8
Densely aggregated U-net with spatial-spectral interaction transformer for hyperspectral compressed imaging reconstruction	8
Accumulated micro-motion representations for lightweight online action detection in real-time	8
TD3Net: A temporal densely connected multi-dilated convolutional network for lipreading	8
Improving small objects detection using transformer	8
A multi-stage spatio-temporal adaptive network for video super-resolution	8
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	8
Multi-branch Segmentation-guided Attention Network for crowd counting	8
3D hand reconstruction via aggregating intra and inter graphs guided by prior knowledge for hand-object interaction scenario	7
M-YOLOv8s: An improved small target detection algorithm for UAV aerial photography	7
Enhanced monocular depth estimation using novel scale-invariant Error Structure Similarity Index measure optimization in Convolutional Neural network architecture	7
JPEG image encryption with grouping coefficients based on entropy coding	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
Hierarchical boundary feature alignment network for video salient object detection	7
Fast intra coding in AVS3 based on direct non-first pre-coding skip	7
A no-reference underwater image quality evaluator via quality-aware features	7
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	7
Unbiased feature generating for generalized zero-shot learning	7
A no-reference perceptual image quality assessment database for learned image codecs	7
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	7
Multi-scale sampling and feature fusion for dynamic human rendering	7
An illumination-guided dual-domain network for image exposure correction	7
Similarity-aware generative adversarial network for facial expression image translation	7
Lightweight whole-body mesh recovery with joints and depth aware hand detail optimization	7
LaDeL: Lane detection via multimodal large language model with visual instruction tuning	7
A convolutional autoencoder model with weighted multi-scale attention modules for 3D skeleton-based action recognition	7
Exploring a Non-Parametric Uncertain Adaptive training method for facial expression recognition	7
Quality assessment of windowed 6DoF video with viewpoint switching	7
Information entropy induced graph convolutional network for semantic segmentation	7
Depth from focus using directional spherical difference filter and vector to scalar fusion	7
Adaptive smoothness evaluation and multiple asymmetric histogram modification for reversible data hiding	7
Learn decision trees with deep visual primitives	7
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	7
Category-based depth incorporation for salient object ranking	7
Efficient object tracking on edge devices with MobileTrack	7
Editorial Board	7
Texture-aware and color-consistent learning for underwater image enhancement	7
DAIRNet: Degradation-aware All-in-one Image Restoration Network with cross-channel feature interaction	7
Multiscale Global-Aware Channel Attention for Person Re-identification	7
From synthetic to natural — single natural image dehazing deep networks using synthetic dataset domain randomization	7
Non-local feature aggregation quaternion network for single image deraining	7
Knowledge NeRF: Few-shot novel view synthesis for dynamic articulated objects	7
Infrared dim and small target detection based on U-Transformer	7
Multi-stage feature-fusion dense network for motion deblurring	7