Journal of Visual Communication and Image Representation

Article	Citations
Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut	232
Single-image depth estimation using relative depths	128
Distance distributions and runtime analysis of perceptual hashing algorithms	104
Register assisted aggregation for visual place recognition	90
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	80
Edge-aware object pixel-level representation tracking	78
Learning informative and discriminative semantic features for robust facial expression recognition	60
Faster-slow network fused with enhanced fine-grained features for action recognition	56
Advancing white balance correction through deep feature statistics and feature distribution matching	55
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	54
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	44
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	44
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	43
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	33
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	33
Corner-to-Center long-range context model for efficient learned image compression	32
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	32
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	32
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	32
A robust coverless image-synthesized video steganography based on asymmetric structure	32
Fast HEVC inter-frame coding based on LSTM neural network technology	29
Neural Style Transfer for image within images and conditional GANs for destylization	29
DB-TASNet for disease diagnosis and lesion segmentation in medical images	29
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	29

Reversible data hiding based on automatic contrast enhancement using histogram expansion	29
Real-world image dehazing with improved joint enhancement and exposure fusion	28
Editorial Board	26
Capsule network with using shifted windows for 3D human pose estimation	26
A no-reference panoramic image quality assessment with hierarchical perception and color features	26
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	25
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	25
Lightweight JPEG image steganalysis using dilated blind-spot network	25
GLST-Net: Global and local spatio-temporal feature fusion network for skeleton-based action recognition	24
Masked latent transformer with random masking ratio to advance the diagnosis of dental fluorosis	24
Dual-Branch Wavelet Diffusion models with Dual-Prior Refinement for Underwater Image Enhancement	23
Exploring training data-free video generation from a single image via a stable diffusion model	22
A hierarchical multi-modal cross-attention model for face anti-spoofing	22
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	22
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	22
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	22
Multiple transformation function estimation for image enhancement	22
Multispectral background subtraction with deep learning	22
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	21
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	21
Using curved angular intra-frame prediction to improve video coding efficiency	21
AI-assisted deepfake detection using adaptive blind image watermarking	20
Attention mechanism enhancement algorithm based on cycle consistent generative adversarial networks for single image dehazing	20
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	20
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	20
Blind deblurring with fractional-order calculus and local minimal pixel prior	20
Personality modeling from image aesthetic attribute-aware graph representation learning	19
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	19
Editorial Board	19
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	19
Action density based frame sampling for human action recognition in videos	18
Multi-task learning for video anomaly detection	18
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	18
Opinion-unaware blind quality assessment of AI-generated omnidirectional images based on deep feature statistics	17
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	17
LRHW-AP: Using ranking-based metric as loss for Person Re-Identification	17
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	17
Person re-identification based on improved attention mechanism and global pooling method	17
Dictionary-based histogram packing technique for lossless image compression	17
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	17
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	17
Security measurement of a medical communication scheme based on chaos and DNA coding	16
Green learning: Introduction, examples and outlook	16
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	16
ADPNet: Attention based dual path network for lane detection	16
Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images	16
SpyGAN sketch: Heterogeneous Face Matching in video for crime investigation	16
Lite transformer with medium self attention for efficient traffic sign recognition	16
Dynamic texture representation based on oriented magnitudes of Gaussian gradients	16
Cross-layer progressive attention bilinear fusion method for fine-grained visual classification	16

AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	15
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	15
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	15
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	15
SRI-Net: Similarity retrieval-based inference network for light field salient object detection	15
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	14
GSD-YOLOX: Lightweight and more accurate object detection models	14
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	14
Virtualized three-dimensional reference tables for efficient data embedding	14
Multiscale residual gradient attention for face anti-spoofing	14
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	13
Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks	13
A Transformer-based invertible neural network for robust image watermarking	13
Distinguishing between natural and recolored images via lateral chromatic aberration	13
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	13
Part-attentive kinematic chain-based regressor for 3D human modeling	13
Action recognition method based on lightweight network and rough-fine keyframe extraction	13
Iterative decoupling deconvolution network for image restoration	13
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	13
Efficient image dehazing algorithm using multiple priors constraints	12
Locality sensitive hashing scheme based on online-learning	12
A super-resolution-based license plate recognition method for remote surveillance	12
Depth completion towards different sensor configurations via relative depth map estimation and scale recovery	12
Knowledge-guided quantization-aware training for EEG-based emotion recognition	12
Robust reversible image watermarking scheme based on spread spectrum	12
Accurate bounding-box regression with distance-IoU loss for visual tracking	12
Multiple integration model for single-source domain generalizable person re-identification	12
Aethra-net: Single image and video dehazing using autoencoder	12
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering	11
UnifiedTT: Visual tracking with unified transformer	11
Context-dependent emotion recognition	11
Image cropping based on order learning	11
Dual-channel prior-based deep unfolding with contrastive learning for underwater image enhancement	11
PVT2DNet: Polyp segmentation with vision transformer and dual decoder refinement strategy	11
Editorial Board	11
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	11
Decomposition and replacement: Spatial knowledge distillation for monocular depth estimation	11
Improved threat item detection in baggage X-ray imagery through image projection	11
Face reconstruction with detailed skin features via three selfie images	11
Gaze prediction for first-person videos based on inverse non-negative sparse coding with determinant sparse measure	11
Contrastive Deep Supervision Meets self-knowledge distillation	11
MemFlow-AD: An anomaly detection and localization model based on memory module and normalizing flow	11
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	11
Joint strong edge and multi-stream adaptive fusion network for non-uniform image deblurring	10
Object semantic-guided graph attention feature fusion network for Siamese visual tracking	10
Intermediate deep feature coding for human–machine vision collaboration	10
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	10
Multiple correlation filters with gaussian constraint for fast online tracking	10
Salient object detection enhanced pseudo-labels for weakly supervised semantic segmentation	10
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	10
Decomposing style, content, and motion for videos	10
RQVR: A multi-exposure image fusion network that optimizes rendering quality and visual realism	10
CC-SMC: Chain coding-based segmentation map lossless compression	10
Transferable targeted adversarial attack via multi-source perturbation generation and integration	10
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	10
Image downscaling via co-occurrence learning	10
Improved inter-view correlations for low complexity MV-HEVC	10
DRC: Chromatic aberration intensity priors for underwater image enhancement	10
A simple transformer-based baseline for crowd tracking with Sequential Feature Aggregation and Hybrid Group Training	10
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	10
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	10
Cell tracking-by-detection using elliptical bounding boxes	10
Document forgery detection based on spatial-frequency and multi-scale feature network	10
An efficient optimization of measurement matrix for compressive sensing	10
Residual spatiotemporal convolutional networks for face anti-spoofing	9
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	9
Research on a face recognition algorithm based on 3D face data and 2D face image matching	9
Detecting Water in Visual Image Streams from UAV with Flight Constraints	9
Multi-scale and multi-patch transformer for sandstorm image enhancement	9
3D human model guided pose transfer via progressive flow prediction network	9
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	9
Editorial Board	9
Human object interaction detection based on feature optimization and key human-object enhancement	9
Weakly supervised semantic segmentation based on superpixel affinity	9
Visual secret sharing scheme with (n,n) threshold based on WeChat Mini Program codes	9
A novel high-fidelity reversible data hiding scheme based on multi-classification pixel value ordering	9
Low-complexity ℓ∞	9
Multi-scale features and attention guided for brain tumor segmentation	9
Editorial Board	9
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	9

Verifiable varying sized (m,	9
Editorial Board	9
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	9
Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	9
LFSimCC: Spatial fusion lightweight network for human pose estimation	9
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	9
Multiple attention encoded cascade R-CNN for scene text detection	9
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	9
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	9
Accumulated micro-motion representations for lightweight online action detection in real-time	9
A channel-wise contextual module for learned intra video compression	9
On the multi-level embedding of crypto-image reversible data hiding	8
DCPNet: Deformable Control Point Network for image enhancement	8
Multi-branch Segmentation-guided Attention Network for crowd counting	8
Blind quality assessment of light field image based on view and focus stacks	8
Offline writer identification approach using moment features and high-order correlation functions	8
Self2Channel: Self-supervised denoising of different regions using coalition game based channel mask	8
A multi-exposure fusion framework for contrast enhancement of hazy images employing dynamic stochastic resonance	8
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation	8
A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features	8
Correlation-attention guided regression network for efficient crowd counting	8
Multi-stream feature refinement network for human object interaction detection	8
TD3Net: A temporal densely connected multi-dilated convolutional network for lipreading	8
Effective sparse tracking with convolution-based discriminative sparse appearance model	8
Transformer-based weakly supervised 3D human pose estimation	8
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	8
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	8
Towards real-world haze removal with uncorrelated graph model	8
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	8
Reversible data hiding in encrypted 3D mesh models via ripple prediction	8
Improving small objects detection using transformer	8
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	8
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	8
Dual-branch vision transformer for blind image quality assessment	7
Deep semantic image compression via cooperative network pruning	7
Contour enhanced image super-resolution	7
Infrared dim and small target detection based on U-Transformer	7
Cross-dataset emotion recognition from facial expressions through convolutional neural networks	7
Category-based depth incorporation for salient object ranking	7
Non-local feature aggregation quaternion network for single image deraining	7
A multi-stage spatio-temporal adaptive network for video super-resolution	7
Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-camera video clustering	7
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	7
SecureDL: A privacy preserving deep learning model for image recognition over cloud	7
A convolutional autoencoder model with weighted multi-scale attention modules for 3D skeleton-based action recognition	7
Multi frame multi-head attention learning on deep features for recognizing Indian classical dance poses	7
DAGNet: Depth-aware Glass-like objects segmentation via cross-modal attention	7
Human skeleton representation for 3D action recognition based on complex network coding and LSTM	7
Similarity-aware generative adversarial network for facial expression image translation	7
3D hand reconstruction via aggregating intra and inter graphs guided by prior knowledge for hand-object interaction scenario	7
An illumination-guided dual-domain network for image exposure correction	7
Efficient object tracking on edge devices with MobileTrack	7
A no-reference perceptual image quality assessment database for learned image codecs	7
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	7
Quality assessment of windowed 6DoF video with viewpoint switching	7
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	7
M-YOLOv8s: An improved small target detection algorithm for UAV aerial photography	7
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	7
Towards better semantic consistency of 2D medical image segmentation	7
Editorial Board	7
Enhanced monocular depth estimation using novel scale-invariant Error Structure Similarity Index measure optimization in Convolutional Neural network architecture	7
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment	7
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	7
Learn decision trees with deep visual primitives	7
Editorial Board	7
Low-complexity content-aware encoding optimization of batch video	7
Editorial Board	7
JPEG image encryption with grouping coefficients based on entropy coding	7
3-D Epanechnikov Mixture Regression in integral imaging compression	6
Shadow detection via multi-scale feature fusion and unsupervised domain adaptation	6
Event-guided low light image enhancement via a dual branch GAN	6
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database	6
Multiscale Global-Aware Channel Attention for Person Re-identification	6
From synthetic to natural — single natural image dehazing deep networks using synthetic dataset domain randomization	6
Unbiased feature generating for generalized zero-shot learning	6
Texture-aware and color-consistent learning for underwater image enhancement	6
Undirected graph representing strategy for general room layout estimation	6
Hierarchical context-agnostic network with contrastive feature diversity for one-shot semantic segmentation	6
HFA-GTNet: Hierarchical Fusion Adaptive Graph Transformer network for dance action recognition	6
An unsupervised fusion network for boosting denoising performance	6
Information entropy induced graph convolutional network for semantic segmentation	6
A no-reference underwater image quality evaluator via quality-aware features	6
Attention guided feature pyramid network for crowd counting	6
SCPNet: Self-constrained parallelism network for keypoint-based lightweight object detection	6
Measuring dense false positive regions from segmentation result for whole slide tissue histology image	6
Rotation-aware correlation filters for robust visual tracking	6
Scene-aware classifier and re-detector for thermal infrared tracking	6
Crowd counting network based on attention feature fusion and multi-column feature enhancement	6
Visual video evaluation association modeling based on chaotic pseudo-random multi-layer compressed sensing for visual privacy-protected keyframe extraction	6
GoLDFormer: A global–local deformable window transformer for efficient image restoration	6
Lightweight three-stream encoder–decoder network for multi-modal salient object detection	6
Hierarchical boundary feature alignment network for video salient object detection	6
Multi-stage feature-fusion dense network for motion deblurring	6
Adaptive smoothness evaluation and multiple asymmetric histogram modification for reversible data hiding	6
Modification in spatial, extraction from transform: Keyless side-information steganography for JPEG	6