Journal of Visual Communication and Image Representation

Article	Citations
Register assisted aggregation for visual place recognition	376
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	130
Inter-image Token Relation Learning for weakly supervised semantic segmentation	111
Fast HEVC inter-frame coding based on LSTM neural network technology	97
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	85
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	82
Faster-slow network fused with enhanced fine-grained features for action recognition	80
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	70
Capsule network with using shifted windows for 3D human pose estimation	64
Corner-to-Center long-range context model for efficient learned image compression	62
FlareDiffusion: Conditional diffusion model for nighttime flare removal	61
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	51
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	43
PTR-CNN for in-loop filtering in video coding	42
Edge-aware object pixel-level representation tracking	41
All-in-focus image fusion using graph wavelet transform for multi-modal light field	41
Curriculum-Meta learning for unbiased Multimodal Relation Extraction	40
Advancing white balance correction through deep feature statistics and feature distribution matching	40
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	37
Distance distributions and runtime analysis of perceptual hashing algorithms	35
ONIR: Object-Noted Tagging for Aerial Image Captioning generation	34
A no-reference panoramic image quality assessment with hierarchical perception and color features	34
Learning informative and discriminative semantic features for robust facial expression recognition	33
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	33
MSAFFormer: A multi-scale attention fusion transformer for single image dehazing	33

DBCFNet: Underwater image enhancement network based on dual branch convolution and cross level feature fusion	33
Image contrast enhancement based on the Schrödinger operator spectrum	33
A robust coverless image-synthesized video steganography based on asymmetric structure	31
Aligning computational and human perceptions of image complexity: A dual-task framework for prediction and localization	30
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	29
DB-TASNet for disease diagnosis and lesion segmentation in medical images	29
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	28
Reversible data hiding based on automatic contrast enhancement using histogram expansion	28
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	27
3D human mesh recovery: Comparative review, models, and prospects	27
Editorial Board	26
Real-world image dehazing with improved joint enhancement and exposure fusion	26
Pedestrian trajectory prediction using multi-cue transformer	25
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	24
GLST-Net: Global and local spatio-temporal feature fusion network for skeleton-based action recognition	24
Blind deblurring with fractional-order calculus and local minimal pixel prior	24
Semantic similarity guided contrastive hashing for unsupervised cross-modal retrieval	23
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	23
Global–local dual-branch network with local feature enhancement for visual tracking	22
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	22
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	22
DiffEEGBooth: A diffusion-based EEG generation framework for motor imagery with temporal consistency and neurophysiological constraint	21
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	20
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	20
Multi-task learning for video anomaly detection	20
Masked latent transformer with random masking ratio to advance the diagnosis of dental fluorosis	20
Dual-Branch Wavelet Diffusion models with Dual-Prior Refinement for Underwater Image Enhancement	19
Multiple transformation function estimation for image enhancement	19
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	19
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	19
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	19
Lightweight JPEG image steganalysis using dilated blind-spot network	18
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	18
A hierarchical multi-modal cross-attention model for face anti-spoofing	18
Person re-identification based on improved attention mechanism and global pooling method	18
Action density based frame sampling for human action recognition in videos	18
Exploring training data-free video generation from a single image via a stable diffusion model	17
AI-assisted deepfake detection using adaptive blind image watermarking	17
Personality modeling from image aesthetic attribute-aware graph representation learning	17
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	17
Towards fast and effective low-light image enhancement via adaptive Gamma correction and detail refinement	17
Green learning: Introduction, examples and outlook	17
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	17
Reflectance oriented diffusion with normalizing flow illumination enhancement for the low-light images	17
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	17
Multi-modal semantic embedding network for 3D shape recognition and retrieval	16
Editorial Board	16
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	16
Opinion-unaware blind quality assessment of AI-generated omnidirectional images based on deep feature statistics	16
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	15

A non-extended 3D mesh secret sharing scheme adapted for FPGA processing	15
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	15
A novel and efficient image dehazing technique for Advanced Driver Assistance Systems	15
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	15
AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	15
WAGAN: Bi-orthogonal Wavelet-Guided Attention Network for image and video dehazing	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
ADPNet: Attention based dual path network for lane detection	15
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	15
Lite transformer with medium self attention for efficient traffic sign recognition	14
ADcFNet-deep learning based facial expression identification using FER vision transformer	14
A super-resolution-based license plate recognition method for remote surveillance	14
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	14
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	14
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	14
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	14
Knowledge-guided quantization-aware training for EEG-based emotion recognition	14
Dictionary-based histogram packing technique for lossless image compression	14
Multiscale residual gradient attention for face anti-spoofing	14
Virtualized three-dimensional reference tables for efficient data embedding	14
Action recognition method based on lightweight network and rough-fine keyframe extraction	14
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	14
Uncertainty-aware self-supervised motion deblurring: mitigating physical priors noise via probabilistic learning	14
Face reconstruction with detailed skin features via three selfie images	13
Iterative decoupling deconvolution network for image restoration	13
Robust reversible image watermarking scheme based on spread spectrum	13
UnifiedTT: Visual tracking with unified transformer	13
EFI-YOLO: An enhanced framework for industrial object detection	13
Multiple integration model for single-source domain generalizable person re-identification	13
Locality sensitive hashing scheme based on online-learning	13
Depth error points optimization for 3D Gaussian Splatting in few-shot synthesis	13
Efficient image dehazing algorithm using multiple priors constraints	13
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	13
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	13
Part-attentive kinematic chain-based regressor for 3D human modeling	13
GSD-YOLOX: Lightweight and more accurate object detection models	13
Aethra-net: Single image and video dehazing using autoencoder	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
Block and frequency-band guided AC coefficient expandability estimation for JPEG reversible data hiding	13
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	12
Perceptually diverse visual saliency prediction with global context attention	12
MemFlow-AD: An anomaly detection and localization model based on memory module and normalizing flow	12
SemMatcher: Semantic-aware feature matching with neighborhood consensus	12
Editorial Board	12
Image downscaling via co-occurrence learning	12
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	12
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	12
Image copy-move forgery detection using three-stage matching with constraints	12
Contrastive Deep Supervision Meets self-knowledge distillation	12
Decomposing style, content, and motion for videos	12
Joint strong edge and multi-stream adaptive fusion network for non-uniform image deblurring	12
A Transformer-based invertible neural network for robust image watermarking	12
MIEI:A KID-based quality assessment metric for grayscale industrial equipment images	12
Image cropping based on order learning	12
Improved threat item detection in baggage X-ray imagery through image projection	12
Time series analysis using memory enhanced liquid neural network	12
Context-dependent emotion recognition	12
Salient object detection enhanced pseudo-labels for weakly supervised semantic segmentation	11
Survey: 3D watermarking techniques	11
CC-SMC: Chain coding-based segmentation map lossless compression	11
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	11
A channel-wise contextual module for learned intra video compression	11
Intermediate deep feature coding for human–machine vision collaboration	11
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	11
DRC: Chromatic aberration intensity priors for underwater image enhancement	11
Residual spatiotemporal convolutional networks for face anti-spoofing	11
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	11
Multi-scale and multi-patch transformer for sandstorm image enhancement	11
Dual-channel prior-based deep unfolding with contrastive learning for underwater image enhancement	11
An efficient optimization of measurement matrix for compressive sensing	11
Multi-dimensional human preference assessment for AI-generated images with supervised contrastive learning	11
Dual-branch manifold information consistency for unsupervised visible–infrared person re-identification	11
Res2former: A multi-scale fusion based transformer feature extraction method	11
Transferable targeted adversarial attack via multi-source perturbation generation and integration	10
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	10
Multi-scale features and attention guided for brain tumor segmentation	10
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	10
RQVR: A multi-exposure image fusion network that optimizes rendering quality and visual realism	10

Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	10
Retrieval augmented generation for smart calorie estimation in complex food scenarios	10
Gradient degradation-aware rate control for VVC using Nash equilibrium	10
Detecting Water in Visual Image Streams from UAV with Flight Constraints	10
Human object interaction detection based on feature optimization and key human-object enhancement	10
NCC-FDM: Frequency-domain diffusion model driven by non-physical-domain color correction for underwater image enhancement	10
Research on a face recognition algorithm based on 3D face data and 2D face image matching	10
Document forgery detection based on spatial-frequency and multi-scale feature network	10
LFSimCC: Spatial fusion lightweight network for human pose estimation	10
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	10
Multiple correlation filters with gaussian constraint for fast online tracking	10
Vision-language tracking with attention-based optimization	10
MG-SSAF: An advanced vision Transformer	10
Object semantic-guided graph attention feature fusion network for Siamese visual tracking	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
Machine learning and transformers for thyroid carcinoma diagnosis	9
A novel high-fidelity reversible data hiding scheme based on multi-classification pixel value ordering	9
Editorial Board	9
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	9
KF-GS: Kalman filter-guided Gaussian splatting for real-time high-quality dynamic scene reconstruction	9
Offline writer identification approach using moment features and high-order correlation functions	9
Transformer-based weakly supervised 3D human pose estimation	9
On the multi-level embedding of crypto-image reversible data hiding	9
Self2Channel: Self-supervised denoising of different regions using coalition game based channel mask	9
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	9
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	9
Low-complexity ℓ∞-compression of light field images with a deep-decompression stage	9
Weakly supervised semantic segmentation based on superpixel affinity	9
3D human model guided pose transfer via progressive flow prediction network	9
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	9
Incremental pseudo-labeling for black-box unsupervised domain adaptation	9
Reversible data hiding in encrypted 3D mesh models via ripple prediction	9
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	9
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	9
Cell tracking-by-detection using elliptical bounding boxes	9
QaMatch: Adaptive semi-supervised learning for no-reference image quality assessment	9
A simple transformer-based baseline for crowd tracking with Sequential Feature Aggregation and Hybrid Group Training	9
Effective sparse tracking with convolution-based discriminative sparse appearance model	9
Towards real-world haze removal with uncorrelated graph model	9
DCPNet: Deformable Control Point Network for image enhancement	9
Blind quality assessment of light field image based on view and focus stacks	9
TD3Net: A temporal densely connected multi-dilated convolutional network for lipreading	9
Category-based depth incorporation for salient object ranking	8
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	8
Infrared small UAV target detection via depthwise separable residual dense attention network	8
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	8
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	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
Depth from focus using directional spherical difference filter and vector to scalar fusion	8
CorrelMamba: Leveraging modality correlations via Bi-Mamba Fusion for brain tumor segmentation	8
Editorial Board	8
Learn decision trees with deep visual primitives	8
Low-complexity content-aware encoding optimization of batch video	8
Hierarchical Feature Difference-guided Network for domain adaptation object detection	8
Accumulated micro-motion representations for lightweight online action detection in real-time	8
A novel approach in quality assessment for inpainted images	8
A no-reference perceptual image quality assessment database for learned image codecs	8
Similarity-aware generative adversarial network for facial expression image translation	8
An illumination-guided dual-domain network for image exposure correction	8
JPEG image encryption with grouping coefficients based on entropy coding	8
Multi-scale sampling and feature fusion for dynamic human rendering	8
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	8
A multi-stage spatio-temporal adaptive network for video super-resolution	8
Improving small objects detection using transformer	8
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	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
Multi-branch Segmentation-guided Attention Network for crowd counting	8
Infrared dim and small target detection based on U-Transformer	8
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	8
Non-local feature aggregation quaternion network for single image deraining	8
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	8
Efficient object tracking on edge devices with MobileTrack	8
M-YOLOv8s: An improved small target detection algorithm for UAV aerial photography	7
Information entropy induced graph convolutional network for semantic segmentation	7
Multiscale Global-Aware Channel Attention for Person Re-identification	7
A small object detection algorithm based on feature interaction and guided learning	7
Multi-stage feature-fusion dense network for motion deblurring	7
Hierarchical boundary feature alignment network for video salient object detection	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
Adaptive smoothness evaluation and multiple asymmetric histogram modification for reversible data hiding	7
A convolutional autoencoder model with weighted multi-scale attention modules for 3D skeleton-based action recognition	7
Beyond bounding boxes: Segmentation supervision for robust object detection in fisheye images	7
Undirected graph representing strategy for general room layout estimation	7
Exploring a Non-Parametric Uncertain Adaptive training method for facial expression recognition	7
LaDeL: Lane detection via multimodal large language model with visual instruction tuning	7
Contour enhanced image super-resolution	7
Modification in spatial, extraction from transform: Keyless side-information steganography for JPEG	7
Deep semantic image compression via cooperative network pruning	7
Learning-based haze visibility ranking score for real-world traffic surveillance images	7
DAIRNet: Degradation-aware All-in-one Image Restoration Network with cross-channel feature interaction	7
Multi frame multi-head attention learning on deep features for recognizing Indian classical dance poses	7
Texture-aware and color-consistent learning for underwater image enhancement	7