Journal of Visual Communication and Image Representation

Article	Citations
Bilevel learning approach for nonlocal p-Laplacien image deblurring	163
Audio–video collaborative JND estimation model for multimedia applications	154
Tensor-enhanced shock energy-driven active contours: A novel approach for knowledge-based image segmentation	119
Skeleton-guided and supervised learning of hybrid network for multi-modal action recognition	112
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold	95
Enhancing industrial anomaly detection with Mamba-inspired feature fusion	76
GroupRF: Panoptic Scene Graph Generation with group relation tokens	71
DA4NeRF: Depth-aware Augmentation technique for Neural Radiance Fields	70
Noise variances and regularization learning gradient descent network for image deconvolution	55
Visual object tracking based on adaptive deblurring integrating motion blur perception	50
Dynamic gesture recognition using 3D central difference separable residual LSTM coordinate attention networks	49
Local flow propagation and global multi-scale dilated Transformer for video inpainting	48
Register assisted aggregation for visual place recognition	46
Single image deraining using multi-scales context information and attention network	44
A domain generalized person re-identification algorithm based on meta-bond domain alignment☆	40
Editorial Board	37
Edge-aware object pixel-level representation tracking	35
Improved traffic sign recognition algorithm based on YOLOv4-tiny	33
MCT-VHD: Multi-modal contrastive transformer for video highlight detection	33
Neural Style Transfer for image within images and conditional GANs for destylization	33
Applying usability assessment method for surveillance video anomaly detection with multiple distortion	30
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation	29
Advancing white balance correction through deep feature statistics and feature distribution matching	29
Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut	28
The encoding method of position embeddings in vision transformer	27

Single-image depth estimation using relative depths	27
Crowd counting in complex scenes based on an attention aware CNN network	26
Exploring visual relationship for social media popularity prediction	25
VirtualActionNet: A strong two-stream point cloud sequence network for human action recognition	25
A no-reference panoramic image quality assessment with hierarchical perception and color features	25
Bounding box regression with balance for harmonious object detection	25
Multi-task network with inter-task consistency learning for face parsing and facial expression recognition at real-time speed	24
Boosting separated softmax with discrimination for class incremental learning	24
Improving small objects detection using transformer	24
DB-TASNet for disease diagnosis and lesion segmentation in medical images	24
Reversible data hiding for color images based on prediction-error value ordering and adaptive embedding	23
3D human model guided pose transfer via progressive flow prediction network	23
Exploring the rate-distortion-complexity optimization in neural image compression	22
A fast intra CU partition algorithm in Versatile Video Coding for 360-degree video	22
Spatial and temporal information fusion for human action recognition via Center Boundary Balancing Multimodal Classifier	22
A lightweight target tracking algorithm based on online correction for meta-learning	21
Gender and ethnicity recognition based on visual attention-driven deep architectures	21
Dense-sparse representation matters: A point-based method for volumetric medical image segmentation	21
Accumulated micro-motion representations for lightweight online action detection in real-time	21
DPAFD-net: A dual-path adaptive fusion dehazing network	21
Multi-scale attention guided network for end-to-end face alignment and recognition	21
Learning informative and discriminative semantic features for robust facial expression recognition	21
Fast HEVC inter-frame coding based on LSTM neural network technology	20
High-capacity reversible data hiding in encrypted images based on adaptive block coding selection	20
Versatile depth estimator based on common relative depth estimation and camera-specific relative-to-metric depth conversion	20
FFLDGA-Net: Image retrieval method based on Feature Fusion Learnable Descriptor Graph Attention Network	20
A robust coverless image-synthesized video steganography based on asymmetric structure	20
CAAM: A calibrated augmented attention module for masked face recognition	19
Efficient random-access GPU video decoding for light-field rendering	19
Efficient license plate recognition in unconstrained scenarios	19
DiZNet: An end-to-end text detection and recognition algorithm with detail in text zone	19
Integrating category-related key regions with a dual-stream network for remote sensing scene classification	18
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction	18
A hierarchical probabilistic underwater image enhancement model with reinforcement tuning	18
Editorial Board	17
Efficient graph attentional network for 3D object detection from Frustum-based LiDAR point clouds	17
AS-Net: An attention-aware downsampling network for point clouds oriented to classification tasks	17
Methods for countering attacks on image watermarking schemes: Overview	17
Editorial Board	17
Faster-slow network fused with enhanced fine-grained features for action recognition	17
Adaptive weight multi-channel center similar deep hashing	17
Improved action proposals using fine-grained proposal features with recurrent attention models	16
PTR-CNN for in-loop filtering in video coding	16
HEVC’s intra mode process expedited using Histogram of Oriented Gradients	16
On the multi-level embedding of crypto-image reversible data hiding	16
Dual-branch collaborative transformer for effective image deraining	16
SIM-MFR: Spatial interactions mechanisms based multi-feature representation for background modeling	16
A generic, cluster-centred lossless compression framework for joint auroral data	16
Corrigendum to “FFTI: Image inpainting algorithm via features fusion and two-steps inpainting” [J. Visual Commun. Image Represent. 91 (2023) 103776]	15
Constructing comprehensive and discriminative representations with diverse attention for occluded person re-identification	15

HSP-MFL: A High-level Semantic Property driven Multi-task Feature Learning Network for unsupervised person Re-ID	15
Real-world image dehazing with improved joint enhancement and exposure fusion	15
Image blind restoration based on degradation representation network	15
GaitGMT: Global feature mapping transformer for gait recognition	15
Unified Chinese License Plate detection and recognition with high efficiency	15
Reversible data hiding based on automatic contrast enhancement using histogram expansion	15
Variational optimization based single image dehazing	14
Multi-branch Segmentation-guided Attention Network for crowd counting	14
Deep multi-query video retrieval	14
DDFusion: An efficient multi-exposure fusion network with dense pyramidal convolution and de-correlation fusion	14
Corner-to-Center long-range context model for efficient learned image compression	14
Image compression optimized for 3D reconstruction by utilizing deep neural networks	14
Transforming spatio-temporal self-attention using action embedding for skeleton-based action recognition	14
Screen content video quality assessment based on spatiotemporal sparse feature	14
Towards real-world haze removal with uncorrelated graph model	14
HY-LSTM: A new time series deep learning architecture for estimation of pedestrian time to cross in advanced driver assistance system	14
Perceptual hash-based coarse-to-fine grained image tampering forensics method	14
A joint cumulative distribution function and gradient fusion based method for dehazing of long shot hazy images	13
Detection of moving objects using adaptive multi-feature histograms	13
Editorial Board	13
CB-D2RNet – An efficient context bridge network for glioma segmentation	13
A CBIR system based on saliency driven local image features and multi orientation texture features	13
Gesture image recognition method based on DC-Res2Net and a feature fusion attention module	12
Blind quality assessment of light field image based on view and focus stacks	12
Multi-receptive Field Aggregation Network for single image deraining	12
Dual cross knowledge distillation for image super-resolution	12
Adaptive multi-teacher softened relational knowledge distillation framework for payload mismatch in image steganalysis	12
Correlation-attention guided regression network for efficient crowd counting	12
Privacy-preserving reversible data hiding based on quad-tree block encoding and integer wavelet transform	12
WavNet — Visual saliency detection using Discrete Wavelet Convolutional Neural Network	12
Point cloud-based scene flow estimation on realistically deformable objects: A benchmark of deep learning-based methods	12
MultiTempGAN: Multitemporal multispectral image compression framework using generative adversarial networks	12
Geographical position spoofing detection based on camera sensor fingerprint	12
Person re-identification based on gait via Part View Transformation Model under variable covariate conditions	12
Underwater image enhancement method via extreme enhancement and ultimate weakening	11
A deep genetic algorithm for human activity recognition leveraging fog computing frameworks	11
Cross-modal feature learning and alignment network for text–image person re-identification	11
An adaptive kernelized correlation filters with multiple features in the tracking application	11
Classifying between computer generated and natural images: An empirical study from RAW to JPEG format	11
U-TPE: A universal approximate thumbnail-preserving encryption method for lossless recovery	11
Distance distributions and runtime analysis of perceptual hashing algorithms	11
Air-writing recognition using reverse time ordered stroke context	11
SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation	11
DCPNet: Deformable Control Point Network for image enhancement	11
Size-invariant two-in-one image secret sharing scheme based on gray mixing model	10
Improving lung region segmentation accuracy in chest X-ray images using a two-model deep learning ensemble approach	10
Indoor scene understanding based on manhattan and non-manhattan projection of spatial right-angles	10
Multi-stream feature refinement network for human object interaction detection	10
Long-term rate control for concurrent multipath real-time video transmission in heterogeneous wireless networks	10
Heterogeneity constrained color ellipsoid prior image dehazing algorithm	10
Robust object tracking via deformation samples generator	10
Stable self-attention adversarial learning for semi-supervised semantic image segmentation	10
Region-level bit allocation for rate control of 360-degree videos using cubemap projection	10
Unknown Sample Selection and Discriminative Classifier Learning for Generalized Category Discovery	10
EM-Gait: Gait recognition using motion excitation and feature embedding self-attention	10
Adaptive fractional motion and disparity estimation skipping in MV-HEVC	10
Multi-label image recognition by using semantics consistency, object correlation, and multiple samples	10
Augmented two stream network for robust action recognition adaptive to various action videos	10
A multi-exposure fusion framework for contrast enhancement of hazy images employing dynamic stochastic resonance	9
A hybrid indicator for realistic blurred image quality assessment	9
Colorful 3D reconstruction at high resolution using multi-view representation	9
Fall detection using body geometry and human pose estimation in video sequences	9
Harnessing high-level concepts, visual, and auditory features for violence detection in videos	9
Deep multi-feature learning architecture for water body segmentation from satellite images	9
FormerPose: An efficient multi-scale fusion Transformer network based on RGB-D for 6D pose estimation	9
Deep image compression with multi-stage representation	9
Facial makeup transfer with GAN for different aging faces	9
Image encryption using linear weighted fractional-order transform	9
Editorial Board	9
HP-VCS: A high-quality and printer-friendly visual cryptography scheme	9
A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features	9
Fast and effective Keypoint-based image copy-move forgery detection using complex-valued moment invariants	9
Proximal-Gen for fast compressed sensing recovery	9
An efficient six-parameter perspective motion model for VVC	9
Offline writer identification approach using moment features and high-order correlation functions	9
Facial Expression Recognition through person-wise regeneration of expressions using Auxiliary Classifier Generative Adversarial Network (AC-GAN) based model	9
Reversible data hiding based on three shadow images using rhombus magic matrix	9
X-CDNet: A real-time crosswalk detector based on YOLOX	9
Category-based depth incorporation for salient object ranking	8
Performance evaluation of efficient segmentation and classification based iris recognition using sheaf attention network	8

Advancements in low light image enhancement techniques and recent applications	8
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption	8
Editorial Board	8
Copy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues	8
Generalization enhancement strategy based on ensemble learning for open domain image manipulation detection	8
A Visible-Infrared person re-identification algorithm based on skeleton Insight Criss-Cross network	8
Locality-constraint Representation with Minkowski distance metric for an effective Face Hallucination	8
DDR: A network of image deraining systems for dark environments	8
Personality modeling from image aesthetic attribute-aware graph representation learning	8
Capsule network with using shifted windows for 3D human pose estimation	8
An improved all-optical diffractive deep neural network with less parameters for gesture recognition	8
A survey on spatio-temporal framework for kinematic gait analysis in RGB videos	8
PointCaps: Raw point cloud processing using capsule networks with Euclidean distance routing	8
A computationally efficient moving object detection technique using tensor QR decomposition based TRPCA framework	8
Design and optimization of an aerobics movement recognition system based on high-dimensional biotechnological data using neural networks	8
Local-aware global attention network for person re-identification based on body and hand images	8
A robust and adaptive framework with space–time memory networks for Visual Object Tracking	8
No-Reference Video Quality Assessment using novel hybrid features and two-stage hybrid regression for score level fusion	8
PFFNet: A point cloud based method for 3D face flow estimation	8
Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-camera video clustering	8
Visual cryptography scheme for secret color images with color QR codes	7
Lightweight JPEG image steganalysis using dilated blind-spot network	7
SAFLFusionGait: Gait recognition network with separate attention and different granularity feature learnability fusion	7
Quality assessment of windowed 6DoF video with viewpoint switching	7
Enhancement-suppression driven lightweight fine-grained micro-expression recognition	7
Motion detection in moving camera videos using background modeling and FlowNet	7
IFGLT: Information fusion guided lightweight Transformer for image denoising	7
Deep-MDS framework for recovering the 3D shape of 2D landmarks from a single image	7
Label projection online hashing for balanced similarity	7
Editorial Board	7
Editorial Board	7
Single underwater image haze removal with a learning-based approach to blurriness estimation	7
BSNet: A bilateral real-time semantic segmentation network based on multi-scale receptive fields	7
Local and global mixture network for image inpainting	7
Human skin detection: An unsupervised machine learning way	7
Scale-invariant mask-guided vehicle keypoint detection from a monocular image	7
Optimized deep learning enabled lecture audio video summarization	7
Subspace learning machine (SLM): Methodology and performance evaluation	7
DFD-SS: Document Forgery Detection using Spectral – Spatial Features for Hyperspectral Images	7
TransGANomaly: Transformer based Generative Adversarial Network for Video Anomaly Detection	7
Meta-transfer-adjustment learning for few-shot learning	7
Imitative Collaboration: A mirror-neuron inspired mixed reality collaboration method with remote hands and local replicas	7
Scale aware remote sensing image enhancement using rolling guidance	7
Learn decision trees with deep visual primitives	7
ACGC: Adaptive chrominance gamma correction for low-light image enhancement	7
RCMixer: Radar-camera fusion based on vision transformer for robust object detection	7
Spatial-frequency HEVC multiple description video coding with adaptive perceptual redundancy allocation	7
ETS-3D: An Efficient Two-Stage Framework for Stereo 3D Object Detection	7
Hardware implementation of HEVC CABAC binarization/de-binarization	7
Wasserstein distance feature alignment learning for 2D image-based 3D model retrieval	7
A discriminant kernel entropy-based framework for feature representation learning	7
Internal and external spatial–temporal constraints for person reidentification	7
A comprehensive survey and mathematical insights towards video summarization	7
Discriminative feature mining hashing for fine-grained image retrieval	7
Semantic segmentation with cross convolution and multi-layer feature refinement	7
A unique database synthesis technique for coverless data hiding	6
Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC	6
Editorial Board	6
Editorial Board	6
Accelerating BPC-PaCo through Visually Lossless Techniques	6
Bi-projection for 360°image object detection bridged by RoI Searcher	6
AI-assisted deepfake detection using adaptive blind image watermarking	6
Lightweight Patch-Wise Casformer for dynamic scene deblurring	6
Recovering sign bits of DCT coefficients in digital images as an optimization problem	6
A bilateral attention based generative adversarial network for DIBR 3D image watermarking	6
Weakly supervised learning based on hypergraph manifold ranking	6
Low-light images enhancement and denoising network based on unsupervised learning multi-stream feature modeling	6
A recent survey on perceived group sentiment analysis	6
Unsupervised sub-domain adaptation using optimal transport	6
Blind deblurring with fractional-order calculus and local minimal pixel prior	6
Action density based frame sampling for human action recognition in videos	6
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance	6
Self-supervised learning monocular depth estimation from internet photos	6
JPEG image encryption with grouping coefficients based on entropy coding	6
Multi-scale gradient attention guidance and adaptive style fusion for image inpainting	6
Multi exposure image fusion based on exposure correction and input refinement using limited low dynamic range images	6
Isomorphic model-based initialization for convolutional neural networks	6
Semantic-embedding Guided Graph Network for cross-modal retrieval	6
Activity recognition in video sequences over qualitative abstracts of a diagram-based representation schema	6
End-to-end wavelet block feature purification network for efficient and effective UAV object tracking	6
Identification of the Original Images	6
3D pedestrian localization fusing via monocular camera	6
DCAM: Disturbed class activation maps for weakly supervised semantic segmentation	6
Patch-based tendency camera multi-constraint learning for unsupervised person re-identification	6
Efficient object tracking on edge devices with MobileTrack	6
Stereo matching algorithm based on improved census transform and minimum spanning tree cost aggregation	6
Real-time and robust visual tracking with scene-perceptual memory	6
A multi-stage spatio-temporal adaptive network for video super-resolution	6
A novel partial-to-partial registration method based on sampling network	5
Quality assessment of screen content images based on multi-stage dictionary learning	5
Depth-aware blending of smoothed images for Bokeh effect generation	5
Generative image inpainting with salient prior and relative total variation	5
Development of scale and illumination invariant feature detector with application to UAV attitude estimation	5
Multi-scale attention network for image super-resolution	5
SAF-Nets: Shape-Adaptive Filter Networks for 3D point cloud processing	5