Signal Processing-Image Communication

Article	Citations
Gaussian correction for adversarial learning of boundaries	186
Editorial Board	118
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	100
LD-GAN: Learning perturbations for adversarial defense based on GAN structure	87
Improved fine-grained object retrieval with Hard Global Softmin Loss objective	62
Rate-constrained learning-based image compression	54
Unified quality assessment of natural and screen content images via adaptive weighting on double scales	53
Black-box image deblurring and defiltering	52
Simplified square to hexagonal lattice conversion based on 1-D multirate processing	52
Learning complementary semantic information for zero-shot recognition	47
Learning an insertion region for advertisement embedding on planes	46
Editorial Board	45
Benchmarking equivariance for Deep Learning based optical flow estimators	43
Editorial Board	42
Editorial Board	39
Multi-task Facial Activity Patterns Learning for micro-expression recognition using Joint Temporal Local Cube Binary Pattern	37
Comparative analysis of feature extraction and fusion for blind authentication of digital images using chroma channels	37
FANet: Feature aggregation network for RGBD saliency detection	36
TMVOS: Triplet Matching for Efficient Video Object Segmentation	33
Weight-guided loss for long-tailed object detection and instance segmentation	31
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	31
Hybrid quantum–classical generative adversarial networks for image generation via learning discrete distribution	28
Retinex-MPCNN: A Retinex and Modified Pulse coupled Neural Network based method for low-illumination visible and infrared image fusion	28
Attention-based dual-color space fusion network for low-light image enhancement	28
The multi-scroll hyper-chaotic coexistence attractors and its application	28

Robust optical flow estimation via edge preserving filtering	27
DAResNet Based on double-layer residual block for restoring industrial blurred images	27
A unified framework for damaged image fusion and completion based on low-rank and sparse decomposition	25
S2-aware network for visual recognition	25
S2CANet: A self-supervised infrared and visible image fusion based on co-attention network	24
Image clustering using generated text centroids	24
Deep view synthesis with compact and adaptive Multiplane Images	23
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	22
Editorial Board	21
ASPP-DF-PVNet: Atrous Spatial Pyramid Pooling and Distance-Filtered PVNet for occlusion resistant 6D object pose estimation	21
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	21
BGT: A blind image quality evaluator via gradient and texture statistical features	20
Bayesian framework based additive intrinsic components optimization deformable model for image segmentation	20
Selective video enhancement in the Laguerre–Gauss domain	18
Learned fractional downsampling network for adaptive video streaming	18
ERMF: Edge refinement multi-feature for change detection in bitemporal remote sensing images	18
Contrastive learning for deep tone mapping operator	18
Dual feature enhanced video super-resolution network based on low-light scenarios	18
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	17
Multi-Level Fusion Net for hand pose estimation in hand-object interaction	16
Graph-based discriminative features learning for fine-grained image retrieval	16
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	16
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks	15
Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images	15
Quality evaluation of point cloud compression techniques	15
A global reweighting approach for cross-domain semantic segmentation	15
Multi-layer feature fusion based image style transfer with arbitrary text condition	14
Neural component search for single image super-resolution	14
Standard simplex induced clustering with hierarchical deep dictionary learning	14
Prediction-based coding with rate control for lossless region of interest in pathology imaging	14
Weakly supervised instance segmentation via class double-activation maps and boundary localization	14
First-order primal–dual algorithm for image restoration corrupted by mixed Poisson–Gaussian noise	14
Reversible data hiding in encrypted images with separability and high embedding capacity	14
PVO-based reversible data hiding using adaptive multiple histogram generation and modification	13
Learning global and local features using graph neural networks for person re-identification	13
Double compression detection in HEVC-coded video with the same coding parameters using picture partitioning information	13
Quantum image scaling with applications to image steganography and fusion	13
Deep learning based HEVC in-loop filter and noise reduction	13
An attention-based network for serial number recognition on banknotes	13
A novel filtering kernel based on difference of derivative Gaussians with applications to dynamic texture representation	13
Momentum feature comparison network based on generative adversarial network for single image super-resolution	13
Sub-band coding of hexagonal images	12
An extended context-based entropy hybrid modeling for image compression	12
Unsupervised disparity estimation from light field using plug-and-play weighted warping loss	12
Multi-wavelet guided deep mean-shift prior for image restoration	12
Dilated high-resolution network driven RGB-T multi-modal crowd counting	12
Unsupervised multi-domain image translation with domain representation learning	12
Blind image deblurring with Gaussian curvature of the image surface	12
PGGNet: Pyramid gradual-guidance network for RGB-D indoor scene semantic segmentation	11
Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks	11

CEDR: Contrastive Embedding Distribution Refinement for 3D point cloud representation	11
Learning content-aware feature fusion for guided depth map super-resolution	11
AFLNet: Adversarial focal loss network for RGB-D salient object detection	11
Stereo vision based systems for sea-state measurement and floating structures monitoring	11
DSRNet: Depth Super-Resolution Network guided by blurry depth and clear intensity edges	11
Upscaling factor estimation on pre-JPEG compressed images based on difference histogram of spectral peaks	11
An extensive study of user identification via eye movements across multiple datasets	11
Photorealistic style transfer for video	11
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	10
Editorial Board	10
Multi-image transformer for multi-focus image fusion	10
SiamDA: Dual attention Siamese network for real-time visual tracking	10
Convolutional analysis operator learning for multifocus image fusion	10
Multi-label adversarial fine-grained cross-modal retrieval	10
Early detection of children with Autism Spectrum Disorder based on visual exploration of images	10
Conditional generative adversarial network with dual-branch progressive generator for underwater image enhancement	10
StyleFuse: An unsupervised network based on style loss function for infrared and visible image fusion	10
Automatic signboard detection and localization in densely populated developing cities	9
Low-light image enhancement via deep Retinex decomposition and bilateral learning	9
Robust depth map inpainting using superpixels and non-local Gauss–Markov random field prior	9
Temporal modelling of first-person actions using hand-centric verb and object streams	9
Editorial Board	9
Editorial Board	9
Fluorescence microscopy images denoising via deep convolutional sparse coding	9
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learning	9
Image storage onto synthetic DNA	9
Editorial Board	9
Image tone mapping based on clustering and human visual system models	9
Domain adaptive learning for document layout analysis and object detection using classifier alignment mechanism	9
Editorial Board	9
Learning to compress videos without computing motion	9
Grass band detection in soccer images for improved image registration	9
Reversible data hiding in encrypted images without additional information transmission	9
Editorial Board	9
Feature Elimination through Data Complexity for Error-Correcting Output Codes based micro-expression recognition	9
Editorial Board	9
Editorial Board	8
A novel self-boosting dual-branch model for pedestrian attribute recognition	8
Dynamic and static feature fusion for increased accuracy in signature verification	8
Deep-NC: A secure image transmission using deep learning and network coding	8
Double supervision for scene text detection and recognition based on BMINet	8
Joint learning with diverse knowledge for re-identification	8
Editorial Board	8
Feedback Multi-scale Residual Dense Network for image super-resolution	8
Wavelet oriented SAR image despeckling using fractional-order TV and a non-convex sparse prior	8
Fast and accurate light field saliency detection through deep encoding	8
Spot-then-Recognize: A Micro-Expression Analysis Network for Seamless Evaluation of Long Videos	8
Image completion with approximate convex hull tensor decomposition	8
A reversible modified least significant bit (LSB) matching revisited method	8
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method	8
Bayesian sparse hierarchical model for image denoising	8
Underwater image enhancement based on color restoration and dual image wavelet fusion	8
Editorial Board	8
Feedback-based object detection for multi-person pose estimation	8
Grayscale-inversion and rotation invariant image description with sorted LBP features	7
A TV regularisation sparse light field reconstruction model based on guided-filtering	7
Underwater image restoration by color compensation and color-line model	7
Robust people indoor localization with omnidirectional cameras using a Grid of Spatial-Aware Classifiers	7
A dual channel decomposition and remapping fusion model for low illumination images with a wide field of view	7
Enhanced CRC-based correction of multiple errors with candidate validation	7
Image deblurring via enhanced local maximum intensity prior	7
Ensemble single image deraining network via progressive structural boosting constraints	7
A GAN-based input-size flexibility model for single image dehazing	7
Model-based decentralized Bayesian algorithm for distributed compressed sensing	7
Pair comparison based progressive subjective quality ranking for underwater images	7
Blind video quality assessment based on multilevel video perception	7
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	7
Double constrained bag of words for human action recognition	7
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	7
A comprehensive review of quality of experience for emerging video services	7
Feature extractor optimization for discriminative representations in Generalized Category Discovery	7
SPRINT: Spectra Preserving Radiance Image Fusion Technique using holistic deep edge spatial attention and Minnaert guided Bayesian probabilistic model	7
Joint face detection and Facial Landmark Localization using graph match and pseudo label	7
Salient edges combined with image structures for image deblurring	7
Kernel eigenmaps based multiscale sparse model for hyperspectral image classification	7
MuRNet: A deep recursive network for super resolution of bicubically interpolated images	7
Memory positional encoding for image captioning	7
Cost-efficient HEVC-based quadtree splitting (HEQUS) for VVC Video Transcoding	7
Two-dimensional quaternion linear canonical series for color images	7
Comprehensive performance analysis of objective quality metrics for digital holography	6

Feature back-projection guided residual refinement for real-time stereo matching network	6
Transformer-CNN for small image object detection	6
Multiple channels local binary pattern for color texture representation and classification	6
Dense-CNN: Dense convolutional neural network for stereo matching using multiscale feature connection	6
ACGIS: Adversarial Cover Generator for Image Steganography with Noise Residuals Features-Preserving	6
Learning from EPI-Volume-Stack for Light Field image angular super-resolution	6
Enhancing transferability of adversarial examples with pixel-level scale variation	6
Prior-DualGAN: Rain rendering from coarse to fine	6
Sparse signal recovery via infimal convolution based penalty	6
GAN-based multi-view video coding with spatio-temporal EPI reconstruction	6
Full-reference calibration-free image quality assessment	6
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	6
Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation	6
Adversarial domain adaptation with Siamese network for video object cosegmentation	6
A distortion-free authentication method for color images with tampering localization and self-recovery	6
Multi-level feature fusion and multi-loss learning for person Re-Identification	6
Full reference point cloud quality assessment using support vector regression	6
Image super-resolution based on multifractals in transfer domain	6
Maritime filtering for images and videos	6
Optimized feature space learning for generating efficient binary codes for image retrieval	5
Parallel multiscale context-based edge-preserving optical flow estimation with occlusion detection	5
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks	5
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	5
Efficient local stereo matching algorithm based on fast gradient domain guided image filtering	5
A reference-free underwater image quality assessment metric in frequency domain	5
Super-resolution of very low-resolution face images with a wavelet integrated, identity preserving, adversarial network	5
A new method for detection and prediction of occluded text in natural scene images	5
Joint adjustment image steganography networks	5
Editorial Board	5
Quaternion fractional-order weighted generalized Laguerre–Fourier moments and moment invariants for color image analysis	5
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier	5
Multi-scale feature fusion network with local attention for lung segmentation	5
OTPL: A novel measurement method of structural parallelism based on orientation transformation and geometric constraints	5
Novel hyper chaotic color image encryption based on pixel and bit level scrambling with diffusion	5
An optimized CNN-based quality assessment model for screen content image	5
A crosstalk correction method to improve multi-wavelength LEDs imaging quality based on color camera and frame accumulation	5
Understanding the perceived quality of video predictions	5
Soccer line mark segmentation and classification with stochastic watershed transform	5
An embedded method: Improve the relevance of text and face image with enhanced face attributes	5
UIEC^2-Net: CNN-based underwater image enhancement using two color space	5
STCC-Filter: A space-time-content correlation-based noise filter with self-adjusting threshold for event camera	5
Deep supervised hashing using quadratic spherical mutual information for efficient image retrieval	5
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	5
Frontalization and adaptive exponential ensemble rule for deep-learning-based facial expression recognition system	5
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	5
A dual fusion deep convolutional network for blind universal image denoising	4
Image retargeting quality assessment based on saliency-driven classification	4
A lightweight model for blade tip image enhancement in helicopter rotor motion parameter measurement system	4
An efficient deep sclera recognition framework with novel sclera segmentation, vessel extraction and gaze detection	4
Non-stationary content-adaptive projector resolution enhancement	4
CVEGAN: A perceptually-inspired GAN for Compressed Video Enhancement	4
Editorial Board	4
Enhanced features in image manipulation detection	4
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	4
Editorial Board	4
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	4
A multi-focus color image fusion algorithm based on low vision image reconstruction and focused feature extraction	4
MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks	4
Dual attention guided multi-scale fusion network for RGB-D salient object detection	4
Near-field photometric stereo using a ring-light imaging device	4
Dynamic Pruning of Regions for Image–Sentence Matching	4
Real-time 16K video coding on a GPU with complexity scalable BPC-PaCo	4
Benchmarking deep models on retinal fundus disease diagnosis and a large-scale dataset	4
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	4
Transmission line detection in aerial images: An instance segmentation approach based on multitask neural networks	4
Divide-and-conquer model based on wavelet domain for multi-focus image fusion	4
Neural texture transfer assisted video coding with adaptive up-sampling	4
Editorial Board	4
A CNN-based no reference image quality metric exploiting content saliency	4
Spoofed replay attack detection by Multidimensional Fourier transform on facial micro-expression regions	4
Entropy encoder for low-power low-resources high-quality CFA image compression	4
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	4
Transfer Learning Dehazing Network by Gaussian Process Mapping	4
Data-independent low-complexity KLT approximations for image and video coding	4
Rate–distortion optimization of multi-exposure image coding for high dynamic range image coding	4
Blind deblurring with patch-wise second-order gradient prior	4
RGB pixel n-grams: A texture descriptor	4
Guided-Pix2Pix+: End-to-end spatial and color refinement network for image dehazing	4
Hybrid deep-learning framework for object-based forgery detection in video	4
MFFNet: Single facial depth map refinement using multi-level feature fusion	4
A 3D Visual Security (3DVS) score to measure the visual security level of selectively encrypted 3D objects	4
Editorial Board	4
Multi-level channel attention excitation network for human action recognition in videos	4
EFFNet: Element-wise feature fusion network for defect detection of display panels	4
Perceiving informative key-points: A self-attention approach for person search	4
Inter-layer correlation-based adaptive bit allocation for enhancement layer in scalable high efficiency video coding	4
A geodesic multipolar parameterization-based representation for 3D face recognition	3
A low light natural image statistical model for joint contrast enhancement and denoising	3
Editorial Board	3
A novel attention-based enhancement framework for face mask detection in complicated scenarios	3
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks and total variation	3
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation	3
Robust multi-source co-adaptation with adaptive loss minimization	3
Blind quality-based pairwise ranking of contrast changed color images using deep networks	3
SynFlowMap: A synchronized optical flow remapping for video motion magnification	3