Journal of Visual Communication and Image Representation

Article	Citations
A fuzzy convolutional neural network for enhancing multi-focus image fusion	102
Real-time license plate detection and recognition using deep convolutional neural networks	92
A review of video surveillance systems	82
Human pose estimation and its application to action recognition: A survey	77
FFTI: Image inpainting algorithm via features fusion and two-steps inpainting	67
A view-free image stitching network based on global homography	56
R2RNet: Low-light image enhancement via Real-low to Real-normal Network	53
Deep hierarchical encoding model for sentence semantic matching	50
Security measurement of a medical communication scheme based on chaos and DNA coding	50
Driver fatigue detection based on deeply-learned facial expression representation	45
E-commerce personalized recommendation analysis by deeply-learned clustering	42
Combining polar harmonic transforms and 2D compound chaotic map for distinguishable and robust color image zero-watermarking algorithm	38
Gait recognition based on vision systems: A systematic survey	37
PixelHop: A successive subspace learning (SSL) method for object recognition	36
A survey of reversible data hiding in encrypted images – The first 12 years	35
TRBACF: Learning temporal regularized correlation filters for high performance online visual object tracking	33
TMSO-Net: Texture adaptive multi-scale observation for light field image depth estimation	32
Rethinking pre-training on medical imaging	32
Single image dehazing using a new color channel	31
Neural Style Transfer for image within images and conditional GANs for destylization	30
Hand pose estimation in object-interaction based on deep learning for virtual reality applications	28
Probabilistic color visual cryptography schemes for black and white secret images	28
Multimodal hand gesture recognition combining temporal and pose information based on CNN descriptors and histogram of cumulative magnitudes	27
Research on image feature extraction and retrieval algorithms based on convolutional neural network	26
Fast and effective Keypoint-based image copy-move forgery detection using complex-valued moment invariants	26

Radar remote sensing image retrieval algorithm based on improved Sobel operator	26
A deep genetic algorithm for human activity recognition leveraging fog computing frameworks	26
Detail retaining convolutional neural network for image denoising	25
An efficient copy move forgery detection using adaptive watershed segmentation with AGSO and hybrid feature extraction	25
Protein secondary structure prediction based on integration of CNN and LSTM model	25
Noise reduction for sonar images by statistical analysis and fields of experts	24
Single image dehazing using improved cycleGAN	23
Image super-resolution based on deep neural network of multiple attention mechanism	23
A novel fast intra mode decision for versatile video coding	22
Deep multi-feature learning architecture for water body segmentation from satellite images	22
FE-YOLOv5: Feature enhancement network based on YOLOv5 for small object detection	22
A survey on analysis and implementation of state-of-the-art haze removal techniques	22
Salient object detection in video using deep non-local neural networks	22
Steganography using a 3-player game	22
Copy Move Forgery Detection based on double matching	22
Water leakage image recognition of shield tunnel via learning deep feature representation	21
An improved Gamma correction model for image dehazing in a multi-exposure fusion framework	21
Variational optimization based single image dehazing	21
NERNet: Noise estimation and removal network for image denoising	21
An efficient tensor completion method via truncated nuclear norm	21
A3N: Attention-based adversarial autoencoder network for detecting anomalies in video sequence	21
Data encryption based blockchain and privacy preserving mechanisms towards big data	21
Unified Chinese License Plate detection and recognition with high efficiency	21
No-reference quality metric for contrast-distorted image based on gradient domain and HSV space	20
Learning discriminative update adaptive spatial-temporal regularized correlation filter for RGB-T tracking	20
Semantic loop closure detection based on graph matching in multi-objects scenes	20
Occlusion-robust online multi-object visual tracking using a GM-PHD filter with CNN-based re-identification	19
Chronological pattern indexing: An efficient feature extraction method for hand gesture recognition with Leap Motion	19
Credit risk assessment of P2P lending platform towards big data based on BP neural network	19
Green learning: Introduction, examples and outlook	19
Dynamic texture analysis for detecting fake faces in video sequences	18
Accurate bounding-box regression with distance-IoU loss for visual tracking	18
Human-computer interaction based on face feature localization	18
Camera style transformation with preserved self-similarity and domain-dissimilarity in unsupervised person re-identification	18
A new lossless secret color image sharing scheme with small shadow size	18
Visual cryptography scheme for secret color images with color QR codes	18
Spatial-temporal saliency action mask attention network for action recognition	18
Deep learning and RGB-D based human action, human–human and human–object interaction recognition: A survey	18
Taguchi-TOPSIS based HOG parameter selection for complex background sign language recognition	18
Detecting facial manipulated videos based on set convolutional neural networks	17
Recognition of user-dependent and independent static hand gestures: Application to sign language	17
Spatial self-attention network with self-attention distillation for fine-grained image recognition	17
Attention integrated hierarchical networks for no-reference image quality assessment	16
Neural machine translation with Gumbel Tree-LSTM based encoder	16
Image annotation based on multi-view robust spectral clustering	16
High capacity reversible data hiding in encrypted images using SIBRW and GCC	16
Depth-aware blending of smoothed images for Bokeh effect generation	16
Conditional generative adversarial network for EEG-based emotion fine-grained estimation and visualization	16
(t, k, n) XOR-based visual cryptography scheme with essential shadows	15
Cross-dataset emotion recognition from facial expressions through convolutional neural networks	15

Sign language recognition based on global-local attention	15
Stable self-attention adversarial learning for semi-supervised semantic image segmentation	15
TransCAM: Transformer attention-based CAM refinement for Weakly supervised semantic segmentation	15
DCA-CycleGAN: Unsupervised single image dehazing using Dark Channel Attention optimized CycleGAN	15
Anomaly3D: Video anomaly detection based on 3D-normality clusters	15
Visible and thermal images fusion architecture for few-shot semantic segmentation	14
Underwater image super-resolution and enhancement via progressive frequency-interleaved network	14
JPEG quantization step estimation with coefficient histogram and spectrum analyses	14
Parallel-fusion LSTM with synchronous semantic and visual information for image captioning	14
Human skeleton representation for 3D action recognition based on complex network coding and LSTM	14
CCFNet: Cross-Complementary fusion network for RGB-D scene parsing of clothing images	14
Learning spatial hierarchies of high-level features in deep neural network	14
A lightweight multi-scale aggregated model for detecting aerial images captured by UAVs	14
Contour and region harmonic features for sub-local facial expression recognition	13
A real time expert system for anomaly detection of aerators based on computer vision and surveillance cameras	13
Learning discriminative representations for multi-label image recognition	13
Fall detection using body geometry and human pose estimation in video sequences	13
SAR-NAS: Skeleton-based action recognition via neural architecture searching	13
Reversible data hiding in JPEG bitstream using optimal VLC mapping	13
Weakly supervised single image dehazing	13
Motion vector modification distortion analysis-based payload allocation for video steganography	13
CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis	13
Facial Expression Recognition through person-wise regeneration of expressions using Auxiliary Classifier Generative Adversarial Network (AC-GAN) based model	13
Multi-task learning with deformable convolution	12
TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing	12
Improved traffic sign recognition algorithm based on YOLOv4-tiny	12
An embedding strategy on fusing multiple image features for data hiding in multiple images	12
Discriminative dictionary learning algorithm based on sample diversity and locality of atoms for face recognition	12
Statistical image watermarking using local RHFMs magnitudes and beta exponential distribution	12
Image splicing localization using residual image and residual-based fully convolutional network	12
HP-VCS: A high-quality and printer-friendly visual cryptography scheme	12
Multiple attention encoded cascade R-CNN for scene text detection	12
Cross-modal dynamic convolution for multi-modal emotion recognition	12
Adversarial steganography based on sparse cover enhancement	12
High-capacity reversible data hiding in encrypted images based on adaptive block encoding	12
Pure intra mode decision in HEVC using optimized firefly algorithm	12
High-capacity reversible data hiding in encrypted image based on Huffman coding and differences of high nibbles of pixels	12
Two in One Image Secret Sharing Scheme (TiOISSS) for extended progressive visual cryptography using simple modular arithmetic operations	11
Adaptive convolution kernel for artificial neural networks	11
A novel deep learning framework for double JPEG compression detection of small size blocks	11
An improved DCT-based JND estimation model considering multiple masking effects	11
Real-time sepsis severity prediction on knowledge graph deep learning networks for the intensive care unit	11
Wavelet based medical image super resolution using cross connected residual-in-dense grouped convolutional neural network	11
Contextual information enhanced convolutional neural networks for retinal vessel segmentation in color fundus images	11
An Interconnected Feature Pyramid Networks for object detection	11
Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images	11
Reversible data hiding with automatic contrast enhancement using two-sided histogram expansion	11
Multi-scale attention network for image super-resolution	11
Gray-level image denoising with an improved weighted sparse coding	11
Gradient-based conditional generative adversarial network for non-uniform blind deblurring via DenseResNet	11
Performance analysis of VVC intra coding	11
Attention-guided image captioning with adaptive global and local feature fusion	11
A comprehensive benchmark analysis for sand dust image reconstruction	11
A self-embedding secure fragile watermarking scheme with high quality recovery	11
Video action recognition based on visual rhythm representation	11
A regional distance regression network for monocular object distance estimation	10
A brief survey on adaptive video streaming quality assessment	10
Harnessing high-level concepts, visual, and auditory features for violence detection in videos	10
A CNN model for real time hand pose estimation	10
Hybrid prediction-based pixel-value-ordering method for reversible data hiding	10
Non-maximum suppression for object detection based on the chaotic whale optimization algorithm	10
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process	10
Multiple objects tracking by a highly decisive three-frame differencing-combined-background subtraction method with GMPFM-GMPHD filters and VGG16-LSTM classifier	10
High-quality face image generation based on generative adversarial networks	10
Video hashing with secondary frames and invariant moments	10
Exploiting color for graph-based 3D point cloud denoising	10
Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion	10
GIFMarking: The robust watermarking for animated GIF based deep learning	10
Quality-related English text classification based on recurrent neural network	10
Integrating saliency with fuzzy thresholding for brain tumor extraction in MR images	10
An image similarity descriptor for classification tasks	10
Adaptive single image dehazing method based on support vector machine	10
Complex Network-based features extraction in RGB-D human action recognition	10
Multi-path connected network for medical image segmentation	10
Quality assessment for color correction-based stitched images via bi-directional matching	9
Densely connected convolutional transformer for single image dehazing	9
Pain detection using batch normalized discriminant restricted Boltzmann machine layers	9
Restoration of speckle noise corrupted SAR images using regularization by denoising	9
Privacy-preserving reversible data hiding based on quad-tree block encoding and integer wavelet transform	9
Optimized convolutional pose machine for 2D hand pose estimation	9

A deep recursive multi-scale feature fusion network for image super-resolution	9
Multiview video summarization using video partitioning and clustering	9
Underwater image super-resolution using multi-stage information distillation networks	9
Superpixel alpha-expansion and normal adjustment for stereo matching	9
Collaborative Distribution Alignment for 2D image-based 3D shape retrieval	9
Cross-domain representation learning by domain-migration generative adversarial network for sketch based image retrieval	9
Improved-StoryGAN for sequential images visualization	9
SecureDL: A privacy preserving deep learning model for image recognition over cloud	9
Facial micro-expression recognition based on accordion spatio-temporal representation and random forests	9
Posture and sequence recognition for Bharatanatyam dance performances using machine learning approaches	8
Fragile watermarking scheme for tamper localization in images using logistic map and singular value decomposition	8
ACSiam: Asymmetric convolution structures for visual tracking with Siamese network	8
Multi-stream feature refinement network for human object interaction detection	8
Real-world image dehazing with improved joint enhancement and exposure fusion	8
Semantic granularity metric learning for visual search	8
Local perspective based synthesis for vehicle re-identification: A transformation state adversarial method	8
Stitched image quality assessment based on local measurement errors and global statistical properties	8
Locality preserving projection based on Euler representation	8
Wasserstein distance feature alignment learning for 2D image-based 3D model retrieval	8
Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain	8
An improved noise loss correction algorithm for learning from noisy labels	8
VI-NET: A hybrid deep convolutional neural network using VGG and inception V3 model for copy-move forgery classification	8
A CBIR system based on saliency driven local image features and multi orientation texture features	8
Two-stream encoder–decoder network for localizing image forgeries	8
Reversible data hiding in encrypted color images using cross-channel correlations	8
Robust online multi-target visual tracking using a HISP filter with discriminative deep appearance learning	8
Histopathological image classification through discriminative feature learning and mutual information-based multi-channel joint sparse representation	8
CrowdFormer: Weakly-supervised crowd counting with improved generalizability	8
Colorful 3D reconstruction at high resolution using multi-view representation	8
No-reference image sharpness assessment based on discrepancy measures of structural degradation	8
Reversible data hiding based on three shadow images using rhombus magic matrix	8
Multi-scale active patches fusion based on spatiotemporal LBP-TOP for micro-expression recognition	8
Cattle behavior recognition based on feature fusion under a dual attention mechanism	8
Learned Greedy Method (LGM): A novel neural architecture for sparse coding and beyond	8
Low complexity inter coding scheme for Versatile Video Coding (VVC)	7
Structure-prior deep neural network for lane detection	7
Diverse Features Fusion Network for video-based action recognition	7
Presentation attack detection based on two-stream vision transformers with self-attention fusion	7
Attention guided feature pyramid network for crowd counting	7
Block-based image matching for image retrieval	7
A survey on spatio-temporal framework for kinematic gait analysis in RGB videos	7
Improving lung region segmentation accuracy in chest X-ray images using a two-model deep learning ensemble approach	7
A novel haze image steganography method via cover-source switching	7
YOLSO: You Only Look Small Object	7
Component-based metric learning for fully automatic kinship verification	7
Rethinking PASCAL-VOC and MS-COCO dataset for small object detection	7
Siamese target estimation network with AIoU loss for real-time visual tracking	7
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database	7
Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection	7
A general framework for reversible data hiding in encrypted images by reserving room before encryption	7
Image compression optimized for 3D reconstruction by utilizing deep neural networks	7
Cross-level reinforced attention network for person re-identification	7
A novel unsupervised multiple feature hashing for image retrieval and indexing (MFHIRI)	7
Distributed three-level QR codes based on visual cryptography scheme	7
Adaptive reversible data hiding for JPEG images with multiple two-dimensional histograms	7
A novel active shape model-based DeepNeural network for age invariance face recognition	7
Person re-identification based on deep learning — An overview	7
CNN-based first quantization estimation of double compressed JPEG images	7
Visual object tracking using sparse context-aware spatio-temporal correlation filter	7
DSE-Net: Deep simultaneous estimation network for low-light image enhancement	7
The encoding method of position embeddings in vision transformer	7
A joint cumulative distribution function and gradient fusion based method for dehazing of long shot hazy images	6
Gaussian Process-based Feature-Enriched Blind Image Quality Assessment	6
A novel (k	6
Learning discriminative motion feature for enhancing multi-modal action recognition	6
Unsupervised person re-identification by Intra–Inter Camera Affinity Domain Adaptation	6
Shadow detection via multi-scale feature fusion and unsupervised domain adaptation	6
A ghostfree contrast enhancement method for multiview images without depth information	6
A comparative study between PVO-based framework and multi-predictor mechanism in reversible data hiding	6
Convolutional neural network with adaptive inferential framework for skeleton-based action recognition	6
Structured feature sparsity training for convolutional neural network compression	6
An extension of the differential image foresting transform and its application to superpixel generation	6
Depth estimation of supervised monocular images based on semantic segmentation	6
AP-GAN: Predicting skeletal activity to improve early activity recognition	6
Dual attention interactive fine-grained classification network based on data augmentation	6
Interactive information module for person re-identification	6
Low overhead spatiotemporal video compression over smartphone based Delay Tolerant Network	6
MTNet: Mutual tri-training network for unsupervised domain adaptation on person re-identification	6
A zero-watermark algorithm for multiple images based on visual cryptography and image fusion	6
Depth segmentation in real-world scenes based on U–V disparity analysis	6
Multi-view motion modelled deep attention networks (M2DA-Net) for video based sign language recognition	6
TGP-PCQA: Texture and geometry projection based quality assessment for colored point clouds	6
Massive-scale image retrieval based on deep visual feature representation	6
Motion detection in moving camera videos using background modeling and FlowNet	6
Improving small objects detection using transformer	6
Augmented two stream network for robust action recognition adaptive to various action videos	6
Correlation filter via random-projection based CNNs features combination for visual tracking	6
Three Degree Binary Graph and Shortest Edge Clustering for re-ranking in multi-feature image retrieval	6
Line-based visual odometry using local gradient fitting	6
Person re-identification from appearance cues and deep Siamese features	6
Reversible data hiding in binary images by flipping pattern pair with opposite center pixel	6
What and how well you exercised? An efficient analysis framework for fitness actions	6
Application of fuzzy image restoration in criminal investigation	6
Instance search via instance level segmentation and feature representation	6
Deep image compression based on multi-scale deformable convolution	6