Journal of Visual Communication and Image Representation

Article	Citations
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	174
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	162
PTR-CNN for in-loop filtering in video coding	124
Capsule network with using shifted windows for 3D human pose estimation	97
Image encryption using linear weighted fractional-order transform	76
Learning informative and discriminative semantic features for robust facial expression recognition	75
A no-reference panoramic image quality assessment with hierarchical perception and color features	72
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	59
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	52
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	51
DB-TASNet for disease diagnosis and lesion segmentation in medical images	49
Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut	46
Fast HEVC inter-frame coding based on LSTM neural network technology	46
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	40
A robust coverless image-synthesized video steganography based on asymmetric structure	39
Single-image depth estimation using relative depths	38
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	37
Distance distributions and runtime analysis of perceptual hashing algorithms	35
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	34
Advancing white balance correction through deep feature statistics and feature distribution matching	31
Register assisted aggregation for visual place recognition	30
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	29
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	28
HP-VCS: A high-quality and printer-friendly visual cryptography scheme	28
Neural Style Transfer for image within images and conditional GANs for destylization	27

Edge-aware object pixel-level representation tracking	27
Reversible data hiding based on automatic contrast enhancement using histogram expansion	26
Editorial Board	26
Real-world image dehazing with improved joint enhancement and exposure fusion	26
Image compression optimized for 3D reconstruction by utilizing deep neural networks	26
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	26
Harnessing high-level concepts, visual, and auditory features for violence detection in videos	26
Faster-slow network fused with enhanced fine-grained features for action recognition	26
Corner-to-Center long-range context model for efficient learned image compression	26
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	25
Multi-task learning for video anomaly detection	25
HD-YOLO: Using radius-aware loss function for head detection in top-view fisheye images	25
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	25
Facial micro-expression recognition based on accordion spatio-temporal representation and random forests	25
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	24
AI-assisted deepfake detection using adaptive blind image watermarking	24
Personality modeling from image aesthetic attribute-aware graph representation learning	22
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	22
Multiple transformation function estimation for image enhancement	21
A hierarchical multi-modal cross-attention model for face anti-spoofing	21
Blind deblurring with fractional-order calculus and local minimal pixel prior	21
MSTG: Multi-Scale Transformer with Gradient for joint spatio-temporal enhancement	21
Person re-identification based on improved attention mechanism and global pooling method	21
Quality assessment of screen content images based on multi-stage dictionary learning	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
Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution	20
Multispectral background subtraction with deep learning	20
DetailCaptureYOLO: Accurately Detecting Small Targets in UAV Aerial Images	20
Robust text watermarking based on average skeleton mass of characters against cross-media attacks	19
SRI-Net: Similarity retrieval-based inference network for light field salient object detection	18
Action density based frame sampling for human action recognition in videos	18
Using curved angular intra-frame prediction to improve video coding efficiency	18
An active contour model based on Jeffreys divergence and clustering technology for image segmentation	18
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	18
Lightweight JPEG image steganalysis using dilated blind-spot network	18
Zero-CSC: Low-light image enhancement with zero-reference color self-calibration	18
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection	17
Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images	17
Dynamic texture representation based on oriented magnitudes of Gaussian gradients	17
ADPNet: Attention based dual path network for lane detection	17
Cross-layer progressive attention bilinear fusion method for fine-grained visual classification	17
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	17
EMCFN: Edge-based Multi-scale Cross Fusion Network for video frame interpolation	17
SpyGAN sketch: Heterogeneous Face Matching in video for crime investigation	17
Multiscale residual gradient attention for face anti-spoofing	17
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	17
Multi-scale convolutional neural networks and saliency weight maps for infrared and visible image fusion	17
Stacked deformable convolution network with weighted non-local attention and branch residual connection for image quality assessment	16
Dictionary-based histogram packing technique for lossless image compression	16

AMCFNet: Asymmetric multiscale and crossmodal fusion network for RGB-D semantic segmentation in indoor service robots	16
SR4KVQA: Video quality assessment database and metric for 4K super-resolution	16
EERCA-ViT: Enhanced Effective Region and Context-Aware Vision Transformers for image sentiment analysis	16
Reversible data hiding in encrypted color images using cross-channel correlations	16
Security measurement of a medical communication scheme based on chaos and DNA coding	15
Robust reversible image watermarking scheme based on spread spectrum	15
Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement	15
Knowledge-guided quantization-aware training for EEG-based emotion recognition	15
Green learning: Introduction, examples and outlook	15
LRHW-AP: Using ranking-based metric as loss for Person Re-Identification	15
Corrigendum to “Generative detect for occlusion object based on occlusion generation and feature completing” [J. Visual Commun. Image Represent. 78 (2021) 103189]	15
Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks	14
Iterative decoupling deconvolution network for image restoration	14
GSD-YOLOX: Lightweight and more accurate object detection models	14
Action recognition method based on lightweight network and rough-fine keyframe extraction	14
Multiple integration model for single-source domain generalizable person re-identification	14
Locality sensitive hashing scheme based on online-learning	14
High-capacity multi-MSB predictive reversible data hiding in encrypted domain for triangular mesh models	14
Distinguishing between natural and recolored images via lateral chromatic aberration	14
Progressive enhancement network with pseudo labels for weakly supervised temporal action localization	14
PVT2DNet: Polyp segmentation with vision transformer and dual decoder refinement strategy	14
Virtualized three-dimensional reference tables for efficient data embedding	14
UnifiedTT: Visual tracking with unified transformer	14
A Transformer-based invertible neural network for robust image watermarking	14
A super-resolution-based license plate recognition method for remote surveillance	13
A ghostfree contrast enhancement method for multiview images without depth information	13
Aethra-net: Single image and video dehazing using autoencoder	13
Efficient image dehazing algorithm using multiple priors constraints	13
Depth completion towards different sensor configurations via relative depth map estimation and scale recovery	13
Siamese target estimation network with AIoU loss for real-time visual tracking	13
Neighbor2Global: Self-supervised image denoising for Poisson-Gaussian noise	12
Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video	12
Decomposing style, content, and motion for videos	12
Part-attentive kinematic chain-based regressor for 3D human modeling	12
Editorial Board	12
Accurate bounding-box regression with distance-IoU loss for visual tracking	12
Improved inter-view correlations for low complexity MV-HEVC	12
Joint strong edge and multi-stream adaptive fusion network for non-uniform image deblurring	11
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors	11
Image downscaling via co-occurrence learning	11
Gaze prediction for first-person videos based on inverse non-negative sparse coding with determinant sparse measure	11
Image cropping based on order learning	11
Siamese CNN-based rank learning for quality assessment of inpainted images	11
A two-step enhanced tensor denoising framework based on noise position prior and adaptive ring rank	11
Context-dependent emotion recognition	11
Decomposition and replacement: Spatial knowledge distillation for monocular depth estimation	11
Document forgery detection based on spatial-frequency and multi-scale feature network	10
CC-SMC: Chain coding-based segmentation map lossless compression	10
An efficient optimization of measurement matrix for compressive sensing	10
Cross-modal dynamic convolution for multi-modal emotion recognition	10
Joint multi-scale transformers and pose equivalence constraints for 3D human pose estimation	10
CPA-YOLOv7: Contextual and pyramid attention-based improvement of YOLOv7 for drones scene target detection	10
A dual-task region-boundary aware neural network for accurate pulmonary nodule segmentation	10
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering	10
Intermediate deep feature coding for human–machine vision collaboration	10
Low-complexity ℓ∞	10
A channel-wise contextual module for learned intra video compression	10
Learn from the past – sequentially one-to-one video deblurring network	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
An Interconnected Feature Pyramid Networks for object detection	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
Multiple correlation filters with gaussian constraint for fast online tracking	10
Cell tracking-by-detection using elliptical bounding boxes	9
Multi-scale and multi-patch transformer for sandstorm image enhancement	9
Weakly supervised semantic segmentation based on superpixel affinity	9
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	9
WavNet — Visual saliency detection using Discrete Wavelet Convolutional Neural Network	9
Visual secret sharing scheme with (n,n) threshold based on WeChat Mini Program codes	9
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D	9
SiamMBFAN: Siamese tracker with multi-branch feature aggregation network	9
Research on a face recognition algorithm based on 3D face data and 2D face image matching	9
Multi-scale features and attention guided for brain tumor segmentation	9
Residual spatiotemporal convolutional networks for face anti-spoofing	9
Multi-scale Superpixel based Hierarchical Attention model for brain CT classification	9
Image watermarking using DNST-PHFMs magnitude domain vector AGGM-HMT	9
A CNN model for real time hand pose estimation	9
A comparative study between single and multi-frame anomaly detection and localization in recorded video streams	9
Human object interaction detection based on feature optimization and key human-object enhancement	9

Verifiable varying sized (m,	9
Multiple attention encoded cascade R-CNN for scene text detection	9
LFSimCC: Spatial fusion lightweight network for human pose estimation	9
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	9
Detecting Water in Visual Image Streams from UAV with Flight Constraints	9
Editorial Board	8
Air-writing recognition using reverse time ordered stroke context	8
Improving small objects detection using transformer	8
3D human model guided pose transfer via progressive flow prediction network	8
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	8
Blind quality assessment of light field image based on view and focus stacks	8
Multi-branch Segmentation-guided Attention Network for crowd counting	8
A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features	8
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	8
Privacy-preserving reversible data hiding based on quad-tree block encoding and integer wavelet transform	8
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	8
Editorial Board	8
Editorial Board	8
Accumulated micro-motion representations for lightweight online action detection in real-time	8
A multi-exposure fusion framework for contrast enhancement of hazy images employing dynamic stochastic resonance	8
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	8
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	8
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	8
Towards real-world haze removal with uncorrelated graph model	8
Correlation-attention guided regression network for efficient crowd counting	8
DCPNet: Deformable Control Point Network for image enhancement	8
Offline writer identification approach using moment features and high-order correlation functions	8
Stable self-attention adversarial learning for semi-supervised semantic image segmentation	8
Multi-stream feature refinement network for human object interaction detection	8
On the multi-level embedding of crypto-image reversible data hiding	8
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	8
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	8
Generalized multiple sparse information fusion for vehicle re-identification	7
Superpixel alpha-expansion and normal adjustment for stereo matching	7
Contour enhanced image super-resolution	7
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment	7
From synthetic to natural — single natural image dehazing deep networks using synthetic dataset domain randomization	7
Unbiased feature generating for generalized zero-shot learning	7
A multi-stage spatio-temporal adaptive network for video super-resolution	7
Infrared dim and small target detection based on U-Transformer	7
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	7
Depth-aware blending of smoothed images for Bokeh effect generation	7
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	7
Category-based depth incorporation for salient object ranking	7
Quality assessment of windowed 6DoF video with viewpoint switching	7
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation	7
M-YOLOv8s: An improved small target detection algorithm for UAV aerial photography	7
Dual-branch vision transformer for blind image quality assessment	7
Feature generation based on relation learning and image partition for occluded person re-identification	7
Modification in spatial, extraction from transform: Keyless side-information steganography for JPEG	7
Efficient object tracking on edge devices with MobileTrack	7
Multi-stage feature-fusion dense network for motion deblurring	7
An illumination-guided dual-domain network for image exposure correction	7
JPEG image encryption with grouping coefficients based on entropy coding	7
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	7
Cross-dataset emotion recognition from facial expressions through convolutional neural networks	7
Editorial Board	7
Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-camera video clustering	7
Editorial Board	7
Low-complexity content-aware encoding optimization of batch video	7
A convolutional autoencoder model with weighted multi-scale attention modules for 3D skeleton-based action recognition	7
Learn decision trees with deep visual primitives	7
Human skeleton representation for 3D action recognition based on complex network coding and LSTM	7
Fast intra coding in AVS3 based on direct non-first pre-coding skip	7
Revisiting the Iterative Ant-tree for color quantization algorithm	7
SecureDL: A privacy preserving deep learning model for image recognition over cloud	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
Non-local feature aggregation quaternion network for single image deraining	7
Editorial Board	7
3D hand reconstruction via aggregating intra and inter graphs guided by prior knowledge for hand-object interaction scenario	7
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	7
A lightweight multi-scale aggregated model for detecting aerial images captured by UAVs	6
Adversarial steganography based on sparse cover enhancement	6
Hybrid prediction-based pixel-value-ordering method for reversible data hiding	6
A secure fingerprint template generation mechanism using visual secret sharing with inverse halftoning	6
PMDNet: A multi-stage approach to single image dehazing with contextual and spatial feature preservation	6
Measuring dense false positive regions from segmentation result for whole slide tissue histology image	6
DAGNet: Depth-aware Glass-like objects segmentation via cross-modal attention	6
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database	6
A no-reference underwater image quality evaluator via quality-aware features	6
Progressive feature fusion for SNR-aware low-light image enhancement	6
Dual-path image pair joint discrimination for visible–infrared person re-identification	6
Adaptive multi-histogram reversible data hiding with contrast enhancement	6
An unsupervised fusion network for boosting denoising performance	6
Deep semantic image compression via cooperative network pruning	6
SCPNet: Self-constrained parallelism network for keypoint-based lightweight object detection	6
MIL-ViT: A multiple instance vision transformer for fundus image classification	6
Dual-branch deep image prior for image denoising	6
Performance analysis of VVC intra coding	6
Event-guided low light image enhancement via a dual branch GAN	6
A3N: Attention-based adversarial autoencoder network for detecting anomalies in video sequence	6
Visual video evaluation association modeling based on chaotic pseudo-random multi-layer compressed sensing for visual privacy-protected keyframe extraction	6
Specular highlight region restoration using image clustering and inpainting	6
Texture-aware and color-consistent learning for underwater image enhancement	6