Journal of Visual Communication and Image Representation

Article	Citations
A review of video surveillance systems	119
A fuzzy convolutional neural network for enhancing multi-focus image fusion	112
R2RNet: Low-light image enhancement via Real-low to Real-normal Network	102
Human pose estimation and its application to action recognition: A survey	92
FFTI: Image inpainting algorithm via features fusion and two-steps inpainting	80
TMSO-Net: Texture adaptive multi-scale observation for light field image depth estimation	71
A view-free image stitching network based on global homography	69
Security measurement of a medical communication scheme based on chaos and DNA coding	61
A survey of reversible data hiding in encrypted images – The first 12 years	45
Gait recognition based on vision systems: A systematic survey	43
Rethinking pre-training on medical imaging	43
Single image dehazing using a new color channel	42
FE-YOLOv5: Feature enhancement network based on YOLOv5 for small object detection	42
Improved traffic sign recognition algorithm based on YOLOv4-tiny	40
TransCAM: Transformer attention-based CAM refinement for Weakly supervised semantic segmentation	35
Neural Style Transfer for image within images and conditional GANs for destylization	33
Green learning: Introduction, examples and outlook	31
Unified Chinese License Plate detection and recognition with high efficiency	31
Fast and effective Keypoint-based image copy-move forgery detection using complex-valued moment invariants	30
A deep genetic algorithm for human activity recognition leveraging fog computing frameworks	30
Deep multi-feature learning architecture for water body segmentation from satellite images	29
Copy Move Forgery Detection based on double matching	29
Single image dehazing using improved cycleGAN	29
An efficient copy move forgery detection using adaptive watershed segmentation with AGSO and hybrid feature extraction	28
Dynamic texture analysis for detecting fake faces in video sequences	25

A3N: Attention-based adversarial autoencoder network for detecting anomalies in video sequence	25
Noise reduction for sonar images by statistical analysis and fields of experts	24
Deep learning and RGB-D based human action, human–human and human–object interaction recognition: A survey	24
Occlusion-robust online multi-object visual tracking using a GM-PHD filter with CNN-based re-identification	23
Visual cryptography scheme for secret color images with color QR codes	23
Image super-resolution based on deep neural network of multiple attention mechanism	23
DCA-CycleGAN: Unsupervised single image dehazing using Dark Channel Attention optimized CycleGAN	23
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	22
Semantic loop closure detection based on graph matching in multi-objects scenes	22
An improved Gamma correction model for image dehazing in a multi-exposure fusion framework	22
Variational optimization based single image dehazing	22
Rethinking PASCAL-VOC and MS-COCO dataset for small object detection	21
Recognition of user-dependent and independent static hand gestures: Application to sign language	21
Accurate bounding-box regression with distance-IoU loss for visual tracking	21
Attention integrated hierarchical networks for no-reference image quality assessment	21
Detecting facial manipulated videos based on set convolutional neural networks	20
Cross-dataset emotion recognition from facial expressions through convolutional neural networks	20
Fall detection using body geometry and human pose estimation in video sequences	20
VI-NET: A hybrid deep convolutional neural network using VGG and inception V3 model for copy-move forgery classification	20
High capacity reversible data hiding in encrypted images using SIBRW and GCC	20
Human skeleton representation for 3D action recognition based on complex network coding and LSTM	20
Spatial self-attention network with self-attention distillation for fine-grained image recognition	20
High-capacity reversible data hiding in encrypted images based on adaptive block encoding	19
Camera style transformation with preserved self-similarity and domain-dissimilarity in unsupervised person re-identification	18
Sign language recognition based on global-local attention	18
Conditional generative adversarial network for EEG-based emotion fine-grained estimation and visualization	18
Image annotation based on multi-view robust spectral clustering	18
A lightweight multi-scale aggregated model for detecting aerial images captured by UAVs	18
Anomaly3D: Video anomaly detection based on 3D-normality clusters	18
TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing	18
Depth-aware blending of smoothed images for Bokeh effect generation	18
Attention-guided image captioning with adaptive global and local feature fusion	17
Real-world image dehazing with improved joint enhancement and exposure fusion	17
Underwater image super-resolution and enhancement via progressive frequency-interleaved network	17
Stable self-attention adversarial learning for semi-supervised semantic image segmentation	17
Learning discriminative representations for multi-label image recognition	16
Exploiting color for graph-based 3D point cloud denoising	16
Visible and thermal images fusion architecture for few-shot semantic segmentation	15
Adversarial steganography based on sparse cover enhancement	15
Facial Expression Recognition through person-wise regeneration of expressions using Auxiliary Classifier Generative Adversarial Network (AC-GAN) based model	15
Motion vector modification distortion analysis-based payload allocation for video steganography	15
Multi-scale attention network for image super-resolution	15
HP-VCS: A high-quality and printer-friendly visual cryptography scheme	15
CCFNet: Cross-Complementary fusion network for RGB-D scene parsing of clothing images	15
Complex Network-based features extraction in RGB-D human action recognition	15
Colorful 3D reconstruction at high resolution using multi-view representation	15
SAR-NAS: Skeleton-based action recognition via neural architecture searching	14
Densely connected convolutional transformer for single image dehazing	14
Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion	14
Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images	14

Cross-modal dynamic convolution for multi-modal emotion recognition	14
CrowdFormer: Weakly-supervised crowd counting with improved generalizability	14
Statistical image watermarking using local RHFMs magnitudes and beta exponential distribution	14
Person re-identification based on deep learning — An overview	14
Harnessing high-level concepts, visual, and auditory features for violence detection in videos	14
High-capacity reversible data hiding in encrypted image based on Huffman coding and differences of high nibbles of pixels	14
Multi-task learning with deformable convolution	14
Parallel-fusion LSTM with synchronous semantic and visual information for image captioning	14
Performance analysis of VVC intra coding	14
A comprehensive benchmark analysis for sand dust image reconstruction	13
Image splicing localization using residual image and residual-based fully convolutional network	13
Two in One Image Secret Sharing Scheme (TiOISSS) for extended progressive visual cryptography using simple modular arithmetic operations	13
A deep recursive multi-scale feature fusion network for image super-resolution	13
GIFMarking: The robust watermarking for animated GIF based deep learning	13
Facial micro-expression recognition based on accordion spatio-temporal representation and random forests	13
Contour and region harmonic features for sub-local facial expression recognition	13
Cattle behavior recognition based on feature fusion under a dual attention mechanism	13
Reversible data hiding with automatic contrast enhancement using two-sided histogram expansion	13
Contextual information enhanced convolutional neural networks for retinal vessel segmentation in color fundus images	13
Multiple attention encoded cascade R-CNN for scene text detection	13
Non-maximum suppression for object detection based on the chaotic whale optimization algorithm	13
Gradient-based conditional generative adversarial network for non-uniform blind deblurring via DenseResNet	12
Underwater image enhancement method based on denoising diffusion probabilistic model	12
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process	12
A self-embedding secure fragile watermarking scheme with high quality recovery	12
Collaborative Distribution Alignment for 2D image-based 3D shape retrieval	12
A novel deep learning framework for double JPEG compression detection of small size blocks	12
Fragile watermarking scheme for tamper localization in images using logistic map and singular value decomposition	12
Privacy-preserving reversible data hiding based on quad-tree block encoding and integer wavelet transform	12
Video hashing with secondary frames and invariant moments	12
An Interconnected Feature Pyramid Networks for object detection	12
A regional distance regression network for monocular object distance estimation	12
A general framework for reversible data hiding in encrypted images by reserving room before encryption	12
Adaptive convolution kernel for artificial neural networks	11
Pain detection using batch normalized discriminant restricted Boltzmann machine layers	11
Underwater image super-resolution using multi-stage information distillation networks	11
Improving lung region segmentation accuracy in chest X-ray images using a two-model deep learning ensemble approach	11
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	11
Hybrid prediction-based pixel-value-ordering method for reversible data hiding	11
Reversible data hiding in encrypted color images using cross-channel correlations	11
Learned Greedy Method (LGM): A novel neural architecture for sparse coding and beyond	11
Integrating saliency with fuzzy thresholding for brain tumor extraction in MR images	11
A CNN model for real time hand pose estimation	11
Multiview video summarization using video partitioning and clustering	11
A two stream convolutional neural network with bi-directional GRU model to classify dynamic hand gesture	11
The encoding method of position embeddings in vision transformer	11
Fine-grained-based multi-feature fusion for occluded person re-identification	10
Improved-StoryGAN for sequential images visualization	10
A brief survey on adaptive video streaming quality assessment	10
A survey on spatio-temporal framework for kinematic gait analysis in RGB videos	10
Optimized convolutional pose machine for 2D hand pose estimation	10
Quality assessment for color correction-based stitched images via bi-directional matching	10
Two-stream encoder–decoder network for localizing image forgeries	10
Restoration of speckle noise corrupted SAR images using regularization by denoising	10
SecureDL: A privacy preserving deep learning model for image recognition over cloud	10
Posture and sequence recognition for Bharatanatyam dance performances using machine learning approaches	10
Effective image tampering localization with multi-scale ConvNeXt feature fusion	10
Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video anomaly detection	10
Superpixel alpha-expansion and normal adjustment for stereo matching	10
Improving small objects detection using transformer	10
ACSiam: Asymmetric convolution structures for visual tracking with Siamese network	9
A GCN-based fast CU partition method of intra-mode VVC	9
A comparative study between PVO-based framework and multi-predictor mechanism in reversible data hiding	9
Stitched image quality assessment based on local measurement errors and global statistical properties	9
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	9
A CBIR system based on saliency driven local image features and multi orientation texture features	9
Three Degree Binary Graph and Shortest Edge Clustering for re-ranking in multi-feature image retrieval	9
A zero-watermark algorithm for multiple images based on visual cryptography and image fusion	9
Image copy-move forgery detection based on dynamic threshold with dense points	9
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database	9
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	9
Low complexity inter coding scheme for Versatile Video Coding (VVC)	9
Component-based metric learning for fully automatic kinship verification	9
Online relational tracking with camera motion suppression	9
CNN-based first quantization estimation of double compressed JPEG images	9
Infrared dim and small target detection based on U-Transformer	9
Multi-stream feature refinement network for human object interaction detection	9
A comprehensive survey on computer vision based concepts, methodologies, analysis and applications for automatic gun/knife detection	8
A fast algorithm based on gray level co-occurrence matrix and Gabor feature for HEVC screen content coding	8
Presentation attack detection based on two-stream vision transformers with self-attention fusion	8

Local perspective based synthesis for vehicle re-identification: A transformation state adversarial method	8
Robust online multi-target visual tracking using a HISP filter with discriminative deep appearance learning	8
Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms	8
DSE-Net: Deep simultaneous estimation network for low-light image enhancement	8
Interactive information module for person re-identification	8
LRGAN: Visual anomaly detection using GAN with locality-preferred recoding	8
Adaptive reversible data hiding for JPEG images with multiple two-dimensional histograms	8
Learning discriminative motion feature for enhancing multi-modal action recognition	8
HEVC video information hiding scheme based on adaptive double-layer embedding strategy	8
Line-based visual odometry using local gradient fitting	8
TGP-PCQA: Texture and geometry projection based quality assessment for colored point clouds	8
Wasserstein distance feature alignment learning for 2D image-based 3D model retrieval	8
A multi-exposure fusion framework for contrast enhancement of hazy images employing dynamic stochastic resonance	8
Video anomaly detection using CycleGan based on skeleton features	8
Chosen plaintext attack on JPEG image encryption with adaptive key and run consistency	8
Distributed three-level QR codes based on visual cryptography scheme	8
Diverse Features Fusion Network for video-based action recognition	8
Driver activity recognition by learning spatiotemporal features of pose and human object interaction	8
Siamese target estimation network with AIoU loss for real-time visual tracking	8
Deep image compression based on multi-scale deformable convolution	8
Depth estimation of supervised monocular images based on semantic segmentation	8
Reversible data hiding based on three shadow images using rhombus magic matrix	8
A novel (k	7
Correlation filter via random-projection based CNNs features combination for visual tracking	7
Local relation network with multilevel attention for visual question answering	7
Skeleton-based deep pose feature learning for action quality assessment on figure skating videos	7
DVL2021: An ultra high definition video dataset for perceptual quality study	7
Human identification system using 3D skeleton-based gait features and LSTM model	7
Depth segmentation in real-world scenes based on U–V disparity analysis	7
Block-based image matching for image retrieval	7
Motion detection in moving camera videos using background modeling and FlowNet	7
Image compression optimized for 3D reconstruction by utilizing deep neural networks	7
Multi-oriented run length based static and dynamic features fused with Choquet fuzzy integral for human fall detection in videos	7
Gaussian Process-based Feature-Enriched Blind Image Quality Assessment	7
Structure-prior deep neural network for lane detection	7
UAV small target detection algorithm based on an improved YOLOv5s model	7
MIL-ViT: A multiple instance vision transformer for fundus image classification	7
Shadow detection via multi-scale feature fusion and unsupervised domain adaptation	7
Attention guided feature pyramid network for crowd counting	7
Facial makeup transfer with GAN for different aging faces	7
YOLSO: You Only Look Small Object	7
Information hiding in the sharing domain	7
Depth completion towards different sensor configurations via relative depth map estimation and scale recovery	7
A novel active shape model-based DeepNeural network for age invariance face recognition	7
MTNet: Mutual tri-training network for unsupervised domain adaptation on person re-identification	7
What and how well you exercised? An efficient analysis framework for fitness actions	7
Recovering sign bits of DCT coefficients in digital images as an optimization problem	7
Person re-identification based on improved attention mechanism and global pooling method	6
Multi-view convolutional vision transformer for 3D object recognition	6
A hybrid indicator for realistic blurred image quality assessment	6
Dual attention interactive fine-grained classification network based on data augmentation	6
A joint cumulative distribution function and gradient fusion based method for dehazing of long shot hazy images	6
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering	6
Unsupervised person re-identification by Intra–Inter Camera Affinity Domain Adaptation	6
A novel fast intra algorithm for VVC based on histogram of oriented gradient	6
Deep network based stereoscopic image quality assessment via binocular summing and differencing	6
JFLN: Joint Feature Learning Network for 2D sketch based 3D shape retrieval	6
Recaptured screen image identification based on vision transformer	6
Low-light image enhancement by diffusion pyramid with residuals	6
Attention mechanism enhancement algorithm based on cycle consistent generative adversarial networks for single image dehazing	6
Multi-Scale and spatial position-based channel attention network for crowd counting	6
DFD-SS: Document Forgery Detection using Spectral – Spatial Features for Hyperspectral Images	6
Single image deblurring with cross-layer feature fusion and consecutive attention	6
Real-time video super-resolution using lightweight depthwise separable group convolutions with channel shuffling	6
A comparative study between single and multi-frame anomaly detection and localization in recorded video streams	6
AP-GAN: Predicting skeletal activity to improve early activity recognition	6
Sequential alignment attention model for scene text recognition	6
IPC-Net: Incomplete point cloud classification network based on data augmentation and similarity measurement	6
A ghostfree contrast enhancement method for multiview images without depth information	6
A new head pose tracking method based on stereo visual SLAM	6
Convolutional neural network with adaptive inferential framework for skeleton-based action recognition	6
Tamper video detection and localization using an adaptive segmentation and deep network technique	6
Generative image inpainting with salient prior and relative total variation	6
A comprehensive survey and mathematical insights towards video summarization	6
Salient object detection via a boundary-guided graph structure	6
Single-image depth estimation using relative depths	6
Residual spatiotemporal convolutional networks for face anti-spoofing	6
Augmented two stream network for robust action recognition adaptive to various action videos	6
Multi-scale and multi-patch transformer for sandstorm image enhancement	6
On the multi-level embedding of crypto-image reversible data hiding	6
Hierarchical attention vision transformer for fine-grained visual classification	6
AMBTC-based secret image sharing by simple modular arithmetic	6
Person re-identification from appearance cues and deep Siamese features	6
Multi-view motion modelled deep attention networks (M2DA-Net) for video based sign language recognition	6
Instance search via instance level segmentation and feature representation	6
A large-scale remote sensing database for subjective and objective quality assessment of pansharpened images	6
Generalized multiple sparse information fusion for vehicle re-identification	6
AS-Net: An attention-aware downsampling network for point clouds oriented to classification tasks	5
AdvCapsNet: To defense adversarial attacks based on Capsule networks	5
Reversible data hiding based on automatic contrast enhancement using histogram expansion	5
A Dual-Decoding branch U-shaped semantic segmentation network combining Transformer attention with Decoder: DBUNet	5
Deep image compression with multi-stage representation	5
Efficient graph attentional network for 3D object detection from Frustum-based LiDAR point clouds	5
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation	5
Transforming spatio-temporal self-attention using action embedding for skeleton-based action recognition	5