Signal Processing-Image Communication

Article	Citations
Editorial Board	215
Editorial Board	121
Editorial Board	112
Graph-based discriminative features learning for fine-grained image retrieval	74
Learning content-aware feature fusion for guided depth map super-resolution	58
Multi-layer feature fusion based image style transfer with arbitrary text condition	57
An extended context-based entropy hybrid modeling for image compression	55
A global reweighting approach for cross-domain semantic segmentation	54
Black-box image deblurring and defiltering	50
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	45
Learned fractional downsampling network for adaptive video streaming	44
Selective video enhancement in the Laguerre–Gauss domain	44
Learning global and local features using graph neural networks for person re-identification	40
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	37
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	36
Enhanced CRC-based correction of multiple errors with candidate validation	33
Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation	33
Memory positional encoding for image captioning	31
Feature back-projection guided residual refinement for real-time stereo matching network	31
Comprehensive performance analysis of objective quality metrics for digital holography	29
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	28
Feedback-based object detection for multi-person pose estimation	28
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	28
Automatic signboard detection and localization in densely populated developing cities	27
Traffic sign detection algorithm based on improved YOLOv4-Tiny	26

Image retargeting quality assessment based on saliency-driven classification	25
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	23
A new method for detection and prediction of occluded text in natural scene images	23
Soccer line mark segmentation and classification with stochastic watershed transform	22
High-capacity coverless image steganographic scheme based on image synthesis	21
An embedded method: Improve the relevance of text and face image with enhanced face attributes	21
A low light natural image statistical model for joint contrast enhancement and denoising	20
Dual attention guided multi-scale fusion network for RGB-D salient object detection	19
Hierarchical lossless coding of light fields with improved random access	19
Enhanced features in image manipulation detection	19
RGB pixel n-grams: A texture descriptor	18
Accurate and robust visual tracking using bounding box refinement and online sample filtering	17
Data-independent low-complexity KLT approximations for image and video coding	17
Reinforced Res-Unet transformer for underwater image enhancement	17
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	16
Editorial Board	16
Editorial Board	16
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	16
Editorial Board	16
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	15
Single depth map super-resolution via joint non-local self-similarity modeling and local multi-directional gradient-guided regularization	15
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	15
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	15
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	15
Multi-stream pose convolutional neural networks for human interaction recognition in images	14
Systemic distortion analysis with deep distortion directed image quality assessment models	14
Editorial Board	14
An antagonistic training algorithm for TFT-LCD module mura defect detection	14
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	14
Editorial Board	14
Multi-level adversarial attention cross-modal hashing	14
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	13
Multiparameter discrete transforms based on discrete orthogonal polynomials and their application to image watermarking	13
Multi-scale graph neural network for global stereo matching	13
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	13
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	13
Background-detail restoration image deraining network based on convolutional dictionary network	13
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	13
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	13
Hybrid dual stream blender for wide baseline view synthesis	13
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	13
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	13
Adaptive hypergraph learning with multi-stage optimizations for image and tag recommendation	12
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	12
TBAL: Two-stage batch-mode active learning for image classification	12
An ℓ0	12
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	12
A deep learning network based end-to-end image composition	12
Coupled adversarial variational autoencoder	12
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module	11

CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	11
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	11
Editorial Board	11
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	11
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	11
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	11
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	11
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding	11
Dilated high-resolution network driven RGB-T multi-modal crowd counting	11
Standard simplex induced clustering with hierarchical deep dictionary learning	11
BGT: A blind image quality evaluator via gradient and texture statistical features	10
TMVOS: Triplet Matching for Efficient Video Object Segmentation	10
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	10
S2-aware network for visual recognition	10
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	10
Deep view synthesis with compact and adaptive Multiplane Images	10
Underwater image enhancement based on color restoration and dual image wavelet fusion	9
Feature extractor optimization for discriminative representations in Generalized Category Discovery	9
A distortion-free authentication method for color images with tampering localization and self-recovery	9
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	9
Weight-guided loss for long-tailed object detection and instance segmentation	9
Image super-resolution based on multifractals in transfer domain	9
Deep-NC: A secure image transmission using deep learning and network coding	9
Deep learning based HEVC in-loop filter and noise reduction	9
Prior-DualGAN: Rain rendering from coarse to fine	9
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	9
Full-reference calibration-free image quality assessment	9
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learning	9
Editorial Board	9
Dynamic and static feature fusion for increased accuracy in signature verification	9
Pair comparison based progressive subjective quality ranking for underwater images	9
Blind video quality assessment based on multilevel video perception	9
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	9
Non-stationary content-adaptive projector resolution enhancement	9
Contrastive learning for deep tone mapping operator	9
Editorial Board	9
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	9
Super-resolution image visual quality assessment based on structure–texture features	8
AggNet: Learning to aggregate faces for group membership verification	8
Lp	8
A Regularization by Denoising super-resolution method based on genetic algorithms	8
An effective feature detection approach for image stitching of near-uniform scenes	8
Learning sparse feature representation for blind quality assessment of night-time images	8
Study of compression statistics and prediction of rate-distortion curves for video texture	8
Graph-based image captioning with semantic and spatial features	8
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	8
Conditional Laplacian pyramid networks for exposure correction	8
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	8
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	8
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	8
Underwater image enhancement via integrated RGB and LAB color models	8
Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary	8
AGRFNet: Two-stage cross-modal and multi-level attention gated recurrent fusion network for RGB-D saliency detection	8
Revisiting ensemble adversarial attack	8
Distributed source coding for utilization of inter/intra source correlation	8
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	8
Hierarchical complementary learning for weakly supervised object localization	8
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	8
Are metrics measuring what they should? An evaluation of Image Captioning task metrics	8
Editorial Board	8
A compact deep architecture for real-time saliency prediction	7
Ranking-based scores for the assessment of aesthetic quality in photography	7
Watermarking schemes for digital images: Robustness overview	7
U-ATSS: A lightweight and accurate one-stage underwater object detection network	7
Double compression detection in HEVC-coded video with the same coding parameters using picture partitioning information	7
Comparative analysis of feature extraction and fusion for blind authentication of digital images using chroma channels	7
Robust optical flow estimation via edge preserving filtering	7
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks	7
FD-SSD: An improved SSD object detection algorithm based on feature fusion and dilated convolution	7
A robust hybrid active contour model based on pre-fitting bias field correction for fast image segmentation	7
Pre-encoding based temporal dependent rate–distortion optimization for HEVC	7
A transformer-based network for perceptual contrastive underwater image enhancement	7
Statistical hypothesis testing as a novel perspective of pooling for image quality assessment	7
Optimizing multi-task network with learned prototypes for weakly supervised semantic segmentation	7
Momentum feature comparison network based on generative adversarial network for single image super-resolution	7
Multi-scale visual attention for attribute disambiguation in zero-shot learning	7
A novel multi-focus image fusion method based on joint regularization optimization layering and sparse representation	7
MR image restoration and segmentation via denoising deep adversarial network for blood vessels accurate diagnosis	7
Binary cross coupled discriminant analysis for visual kinship verification	7
Light field extraction from a conventional camera	7

ClGanNet: A novel method for maize leaf disease identification using ClGan and deep CNN	7
Physics prior-based contrastive learning for low-light image enhancement	7
Weakly supervised instance segmentation via class double-activation maps and boundary localization	7
Learning from EPI-Volume-Stack for Light Field image angular super-resolution	6
Enhancing transferability of adversarial examples with pixel-level scale variation	6
A crosstalk correction method to improve multi-wavelength LEDs imaging quality based on color camera and frame accumulation	6
Simplified square to hexagonal lattice conversion based on 1-D multirate processing	6
Quantum image scaling with applications to image steganography and fusion	6
First-order primal–dual algorithm for image restoration corrupted by mixed Poisson–Gaussian noise	6
Underwater image restoration by color compensation and color-line model	6
A GAN-based input-size flexibility model for single image dehazing	6
Image storage onto synthetic DNA	6
Benchmarking equivariance for Deep Learning based optical flow estimators	6
Unsupervised disparity estimation from light field using plug-and-play weighted warping loss	6
Editorial Board	6
Adversarial domain adaptation with Siamese network for video object cosegmentation	6
SPRINT: Spectra Preserving Radiance Image Fusion Technique using holistic deep edge spatial attention and Minnaert guided Bayesian probabilistic model	6
Feedback Multi-scale Residual Dense Network for image super-resolution	6
Efficient local stereo matching algorithm based on fast gradient domain guided image filtering	6
Attention-based dual-color space fusion network for low-light image enhancement	6
A novel filtering kernel based on difference of derivative Gaussians with applications to dynamic texture representation	6
Optimized feature space learning for generating efficient binary codes for image retrieval	5
Editorial Board	5
Multiple channels local binary pattern for color texture representation and classification	5
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method	5
A novel self-boosting dual-branch model for pedestrian attribute recognition	5
MALip: Modal Amplification Lipreading based on reconstructed audio features	5
A CNN-based no reference image quality metric exploiting content saliency	5
Self-supervised 3D vehicle detection based on monocular images	5
Real-time 16K video coding on a GPU with complexity scalable BPC-PaCo	5
A lightweight model for blade tip image enhancement in helicopter rotor motion parameter measurement system	5
A 3D Visual Security (3DVS) score to measure the visual security level of selectively encrypted 3D objects	5
Image completion with approximate convex hull tensor decomposition	5
Fluorescence microscopy images denoising via deep convolutional sparse coding	5
Inter-layer correlation-based adaptive bit allocation for enhancement layer in scalable high efficiency video coding	5
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation	5
Quaternion fractional-order weighted generalized Laguerre–Fourier moments and moment invariants for color image analysis	5
Parallel multiscale context-based edge-preserving optical flow estimation with occlusion detection	5
Near-field photometric stereo using a ring-light imaging device	5
Transfer Learning Dehazing Network by Gaussian Process Mapping	5
Multi-scale feature fusion network with local attention for lung segmentation	5
Transformer-CNN for small image object detection	5
Light field occlusion removal network via foreground location and background recovery	5
Feature compensation network based on non-uniform quantization of channels for digital image global manipulation forensics	5
Multi-level channel attention excitation network for human action recognition in videos	5
Understanding the perceived quality of video predictions	5
Relative multiscale deep depth from focus	5
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	4
Halo-free image enhancement through multi-scale detail sharpening and single-scale contrast stretching	4
Vocal cord anomaly detection based on Local Fine-Grained Contour Features	4
FAVER: Blind quality prediction of variable frame rate videos	4
Convolution Neural Network based lossy compression of hyperspectral images	4
Prototype-wise self-knowledge distillation for few-shot segmentation	4
Infrared-visible cross-modal person re-identification via dual-attention collaborative learning	4
Adaptive graph-based discriminative nonnegative matrix factorization for image clustering	4
Transmission line detection in aerial images: An instance segmentation approach based on multitask neural networks	4
Tensor-based plenoptic image denoising by integrating super-resolution	4
Advanced RetinexNet: A fully convolutional network for low-light image enhancement	4
Deep steerable pyramid wavelet network for unified JPEG compression artifact reduction	4
YOLO-PAI: Real-time handheld call behavior detection algorithm and embedded application	4
MIRAU-Net: An improved neural network based on U-Net for gliomas segmentation	4
Moment-based multi-lane detection and tracking	4
Face morphing attack detection and attacker identification based on a watchlist	4
Unsupervised and optimized thermal image quality enhancement and visual surveillance applications	4
Editorial Board	4
SES-ReNet: Lightweight deep learning model for human detection in hazy weather conditions	4
HDR-ChipQA: No-reference quality assessment on High Dynamic Range videos	4
Comparing deep learning models for low-light natural scene image enhancement and their impact on object detection and classification: Overview, empirical evaluation, and challenges	4
Editorial Board	4
Anti-noise face: A resilient model for face recognition with labeled noise data	4
Co-saliency-regularized correlation filter for object tracking	4
3D image recognition using new set of fractional-order Legendre moments and deep neural networks	4
Multi-resolutional human visual perception optimized pathology image progressive coding based on JPEG2000	4
Denoising multi-view images by soft thresholding: A short-time DFT approach	4
Deep multi-scale feature mixture model for image super-resolution with multiple-focal-length degradation	4
Multi-granular inter-frame relation exploration and global residual embedding for video-based person re-identification	4
PIMnet: A quality enhancement network for compressed videos with prior information modulation	4
Deep discriminant generation-shared feature learning for image-based kinship verification	4
Comprehensive edge direction descriptor for fingerprint liveness detection	4
DewaterNet: A fusion adversarial real underwater image enhancement network	4
Adaptive cropping with interframe relative displacement constraint for video retargeting	4
Accurate edge-preserving stereo matching by enhancing anisotropy	4
Head pose estimation: A survey of the last ten years	4
MGFA : A multi-scale global feature autoencoder to fuse infrared and visible images	4
Transformer based Douglas-Rachford unrolling network for compressed sensing	4
Image encryption based on compressed sensing and DNA encoding	4
An adaptive pixel mapping based approach for reversible data hiding in encrypted images	4
Retinex-MPCNN: A Retinex and Modified Pulse coupled Neural Network based method for low-illumination visible and infrared image fusion	3
An attention-based network for serial number recognition on banknotes	3
Editorial Board	3
Gaussian correction for adversarial learning of boundaries	3
Sub-band coding of hexagonal images	3
Temporal modelling of first-person actions using hand-centric verb and object streams	3
Multi-task Facial Activity Patterns Learning for micro-expression recognition using Joint Temporal Local Cube Binary Pattern	3
Reversible data hiding in encrypted images with separability and high embedding capacity	3