Journal of Visual Communication and Image Representation

Article	Citations
A no-reference panoramic image quality assessment with hierarchical perception and color features	190
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	127
Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut	99
Fast HEVC inter-frame coding based on LSTM neural network technology	81
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	77
Single-image depth estimation using relative depths	76
Distance distributions and runtime analysis of perceptual hashing algorithms	60
Advancing white balance correction through deep feature statistics and feature distribution matching	53
Register assisted aggregation for visual place recognition	52
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	50
HP-VCS: A high-quality and printer-friendly visual cryptography scheme	48
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	42
Edge-aware object pixel-level representation tracking	40
Image compression optimized for 3D reconstruction by utilizing deep neural networks	35
Faster-slow network fused with enhanced fine-grained features for action recognition	34
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	31
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	30
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	30
Corner-to-Center long-range context model for efficient learned image compression	30
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	29
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	28
PTR-CNN for in-loop filtering in video coding	28
Capsule network with using shifted windows for 3D human pose estimation	28
Neural Style Transfer for image within images and conditional GANs for destylization	28
Reversible data hiding based on automatic contrast enhancement using histogram expansion	28

SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	28
Harnessing high-level concepts, visual, and auditory features for violence detection in videos	27
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	26
A robust coverless image-synthesized video steganography based on asymmetric structure	26
Learning informative and discriminative semantic features for robust facial expression recognition	26
Real-world image dehazing with improved joint enhancement and exposure fusion	26
DB-TASNet for disease diagnosis and lesion segmentation in medical images	25
Editorial Board	25
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	24
AI-assisted deepfake detection using adaptive blind image watermarking	23
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	23
Person re-identification based on improved attention mechanism and global pooling method	22
A hierarchical multi-modal cross-attention model for face anti-spoofing	22
Blind deblurring with fractional-order calculus and local minimal pixel prior	22
Multiple transformation function estimation for image enhancement	21
Multispectral background subtraction with deep learning	21
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	21
Quality assessment of screen content images based on multi-stage dictionary learning	21
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	21
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	20
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	20
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	20
Attention mechanism enhancement algorithm based on cycle consistent generative adversarial networks for single image dehazing	20
S&CNet: A lightweight network for fast and accurate depth completion	20
Using curved angular intra-frame prediction to improve video coding efficiency	20
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	20
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	19
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	18
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	18
Lightweight JPEG image steganalysis using dilated blind-spot network	18
Multiscale residual gradient attention for face anti-spoofing	17
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	17
Editorial Board	17
Multi-task learning for video anomaly detection	17
Dictionary-based histogram packing technique for lossless image compression	17
Facial micro-expression recognition based on accordion spatio-temporal representation and random forests	17
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	17
Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images	17
SRI-Net: Similarity retrieval-based inference network for light field salient object detection	17
Action density based frame sampling for human action recognition in videos	17
Personality modeling from image aesthetic attribute-aware graph representation learning	17
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	16
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	16
AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	16
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	16
LRHW-AP: Using ranking-based metric as loss for Person Re-Identification	16
Reversible data hiding in encrypted color images using cross-channel correlations	16
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	16
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	16
Dynamic texture representation based on oriented magnitudes of Gaussian gradients	15

Green learning: Introduction, examples and outlook	15
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	15
Security measurement of a medical communication scheme based on chaos and DNA coding	15
SpyGAN sketch: Heterogeneous Face Matching in video for crime investigation	15
Knowledge-guided quantization-aware training for EEG-based emotion recognition	14
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	14
GSD-YOLOX: Lightweight and more accurate object detection models	14
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	14
ADPNet: Attention based dual path network for lane detection	14
Virtualized three-dimensional reference tables for efficient data embedding	14
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	14
Cross-layer progressive attention bilinear fusion method for fine-grained visual classification	14
Iterative decoupling deconvolution network for image restoration	13
Distinguishing between natural and recolored images via lateral chromatic aberration	13
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	13
Multiple integration model for single-source domain generalizable person re-identification	13
UnifiedTT: Visual tracking with unified transformer	13
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	13
PVT2DNet: Polyp segmentation with vision transformer and dual decoder refinement strategy	13
Action recognition method based on lightweight network and rough-fine keyframe extraction	13
Locality sensitive hashing scheme based on online-learning	13
Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks	13
Aethra-net: Single image and video dehazing using autoencoder	12
Part-attentive kinematic chain-based regressor for 3D human modeling	12
A ghostfree contrast enhancement method for multiview images without depth information	12
Efficient image dehazing algorithm using multiple priors constraints	12
A Transformer-based invertible neural network for robust image watermarking	12
Gaze prediction for first-person videos based on inverse non-negative sparse coding with determinant sparse measure	11
Decomposition and replacement: Spatial knowledge distillation for monocular depth estimation	11
An Interconnected Feature Pyramid Networks for object detection	11
Accurate bounding-box regression with distance-IoU loss for visual tracking	11
Editorial Board	11
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	11
Context-dependent emotion recognition	11
A super-resolution-based license plate recognition method for remote surveillance	11
Robust reversible image watermarking scheme based on spread spectrum	11
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	11
Image cropping based on order learning	11
Siamese CNN-based rank learning for quality assessment of inpainted images	11
Depth completion towards different sensor configurations via relative depth map estimation and scale recovery	11
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	11
Improved inter-view correlations for low complexity MV-HEVC	10
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering	10
Document forgery detection based on spatial-frequency and multi-scale feature network	10
Intermediate deep feature coding for human–machine vision collaboration	10
A simple transformer-based baseline for crowd tracking with Sequential Feature Aggregation and Hybrid Group Training	10
RQVR: A multi-exposure image fusion network that optimizes rendering quality and visual realism	10
Object semantic-guided graph attention feature fusion network for Siamese visual tracking	10
Joint strong edge and multi-stream adaptive fusion network for non-uniform image deblurring	10
DRC: Chromatic aberration intensity priors for underwater image enhancement	10
Decomposing style, content, and motion for videos	10
Learn from the past – sequentially one-to-one video deblurring network	10
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	10
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	10
Image downscaling via co-occurrence learning	10
An efficient optimization of measurement matrix for compressive sensing	10
CC-SMC: Chain coding-based segmentation map lossless compression	10
Cross-modal dynamic convolution for multi-modal emotion recognition	10
A channel-wise contextual module for learned intra video compression	10
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	9
Weakly supervised semantic segmentation based on superpixel affinity	9
Detecting Water in Visual Image Streams from UAV with Flight Constraints	9
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	9
Multiple attention encoded cascade R-CNN for scene text detection	9
A CNN model for real time hand pose estimation	9
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	9
Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	9
Multi-scale features and attention guided for brain tumor segmentation	9
Verifiable varying sized (m,	9
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	9
Visual secret sharing scheme with (n,n) threshold based on WeChat Mini Program codes	9
LFSimCC: Spatial fusion lightweight network for human pose estimation	9
Human object interaction detection based on feature optimization and key human-object enhancement	9
Residual spatiotemporal convolutional networks for face anti-spoofing	9
Research on a face recognition algorithm based on 3D face data and 2D face image matching	9
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	9
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	9
A comparative study between single and multi-frame anomaly detection and localization in recorded video streams	9
Low-complexity ℓ∞	9
Multiple correlation filters with gaussian constraint for fast online tracking	9

Cell tracking-by-detection using elliptical bounding boxes	9
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	9
Multi-scale and multi-patch transformer for sandstorm image enhancement	9
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	8
Blind quality assessment of light field image based on view and focus stacks	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
Stable self-attention adversarial learning for semi-supervised semantic image segmentation	8
On the multi-level embedding of crypto-image reversible data hiding	8
Multi-stream feature refinement network for human object interaction detection	8
Correlation-attention guided regression network for efficient crowd counting	8
Editorial Board	8
Towards real-world haze removal with uncorrelated graph model	8
Multi-branch Segmentation-guided Attention Network for crowd counting	8
A multi-exposure fusion framework for contrast enhancement of hazy images employing dynamic stochastic resonance	8
A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features	8
Accumulated micro-motion representations for lightweight online action detection in real-time	8
WavNet — Visual saliency detection using Discrete Wavelet Convolutional Neural Network	8
Offline writer identification approach using moment features and high-order correlation functions	8
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	8
Air-writing recognition using reverse time ordered stroke context	8
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation	8
Transformer-based weakly supervised 3D human pose estimation	8
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	8
Privacy-preserving reversible data hiding based on quad-tree block encoding and integer wavelet transform	8
Editorial Board	8
DCPNet: Deformable Control Point Network for image enhancement	8
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	8
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	8
Editorial Board	8
Infrared dim and small target detection based on U-Transformer	7
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	7
Generalized multiple sparse information fusion for vehicle re-identification	7
A multi-stage spatio-temporal adaptive network for video super-resolution	7
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	7
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	7
Editorial Board	7
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	7
JPEG image encryption with grouping coefficients based on entropy coding	7
Texture-aware and color-consistent learning for underwater image enhancement	7
DAGNet: Depth-aware Glass-like objects segmentation via cross-modal attention	7
A convolutional autoencoder model with weighted multi-scale attention modules for 3D skeleton-based action recognition	7
Cross-dataset emotion recognition from facial expressions through convolutional neural networks	7
Editorial Board	7
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	7
An illumination-guided dual-domain network for image exposure correction	7
SecureDL: A privacy preserving deep learning model for image recognition over cloud	7
Non-local feature aggregation quaternion network for single image deraining	7
Improving small objects detection using transformer	7
Quality assessment of windowed 6DoF video with viewpoint switching	7
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	7
Low-complexity content-aware encoding optimization of batch video	7
Multiscale Global-Aware Channel Attention for Person Re-identification	7
Learn decision trees with deep visual primitives	7
Towards better semantic consistency of 2D medical image segmentation	7
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment	7
Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-camera video clustering	7
Efficient object tracking on edge devices with MobileTrack	7
M-YOLOv8s: An improved small target detection algorithm for UAV aerial photography	7
A no-reference perceptual image quality assessment database for learned image codecs	7
Feature generation based on relation learning and image partition for occluded person re-identification	7
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	7
3D hand reconstruction via aggregating intra and inter graphs guided by prior knowledge for hand-object interaction scenario	7
Editorial Board	7
Revisiting the Iterative Ant-tree for color quantization algorithm	7
Superpixel alpha-expansion and normal adjustment for stereo matching	7
Information entropy induced graph convolutional network for semantic segmentation	7
Deep semantic image compression via cooperative network pruning	7
Dual-branch vision transformer for blind image quality assessment	7
Category-based depth incorporation for salient object ranking	7
Contour enhanced image super-resolution	7
Fast intra coding in AVS3 based on direct non-first pre-coding skip	6
Modification in spatial, extraction from transform: Keyless side-information steganography for JPEG	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
Crowd counting network based on attention feature fusion and multi-column feature enhancement	6
3-D Epanechnikov Mixture Regression in integral imaging compression	6
Event-guided low light image enhancement via a dual branch GAN	6
Dual-path image pair joint discrimination for visible–infrared person re-identification	6
A no-reference underwater image quality evaluator via quality-aware features	6
An unsupervised fusion network for boosting denoising performance	6
PMDNet: A multi-stage approach to single image dehazing with contextual and spatial feature preservation	6
Mask-guided discriminative feature network for occluded person re-identification	6
Shadow detection via multi-scale feature fusion and unsupervised domain adaptation	6
Dual-branch deep image prior for image denoising	6
Multi-view motion modelled deep attention networks (M2DA-Net) for video based sign language recognition	6
HEVC video information hiding scheme based on adaptive double-layer embedding strategy	6
Unbiased feature generating for generalized zero-shot learning	6
Visual video evaluation association modeling based on chaotic pseudo-random multi-layer compressed sensing for visual privacy-protected keyframe extraction	6
Scene-aware classifier and re-detector for thermal infrared tracking	6
Generative detect for occlusion object based on occlusion generation and feature completing	6
Hierarchical context-agnostic network with contrastive feature diversity for one-shot semantic segmentation	6
Object drift determination network based on dual-template joint decision-making in long-term visual tracking	6
Performance analysis of VVC intra coding	6
Fusing structure from motion and simulation-augmented pose regression from optical flow for challenging indoor environments	6