Signal Processing-Image Communication

Article	Citations
Diving deeper into underwater image enhancement: A survey	146
UIEC^2-Net: CNN-based underwater image enhancement using two color space	141
Underwater image processing and analysis: A review	110
Image encryption based on compressed sensing and DNA encoding	105
Enhancing underwater image via color correction and Bi-interval contrast enhancement	90
Hybrid quantum–classical generative adversarial networks for image generation via learning discrete distribution	72
A reference-free underwater image quality assessment metric in frequency domain	65
Latency impact on Quality of Experience in a virtual reality simulator for remote control of machines	48
Comparing deep learning models for low-light natural scene image enhancement and their impact on object detection and classification: Overview, empirical evaluation, and challenges	46
Simple low-light image enhancement based on Weber–Fechner law in logarithmic space	45
FD-SSD: An improved SSD object detection algorithm based on feature fusion and dilated convolution	45
Multi-label semantics preserving based deep cross-modal hashing	42
DewaterNet: A fusion adversarial real underwater image enhancement network	41
Video stabilization: Overview, challenges and perspectives	41
Watermarking schemes for digital images: Robustness overview	39
Using Deep learning for image watermarking attack	36
A novel hybrid image encryption–compression scheme by combining chaos theory and number theory	35
Predicting ASD diagnosis in children with synthetic and image-based eye gaze data	34
3D image recognition using new set of fractional-order Legendre moments and deep neural networks	33
Focus-and-Detect: A small object detection framework for aerial images	33
Underwater image enhancement via integrated RGB and LAB color models	32
Early detection of children with Autism Spectrum Disorder based on visual exploration of images	31
Multi-scale relation reasoning for multi-modal Visual Question Answering	30
Low-Light Homomorphic Filtering Network for integrating image enhancement and classification	29
Convolution Neural Network based lossy compression of hyperspectral images	28

Machine learning-based offline signature verification systems: A systematic review	28
CNN spatiotemporal features and fusion for surveillance video forgery detection	26
Double color image encryption based on fractional order discrete improved Henon map and Rubik’s cube transform	26
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	26
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	25
Traffic sign detection algorithm based on improved YOLOv4-Tiny	25
Morphologically dilated convolutional neural network for hyperspectral image classification	24
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	24
Reversible data hiding based on multiple histograms modification and deep neural networks	23
TDFSSD: Top-Down Feature Fusion Single Shot MultiBox Detector	23
Twice Mixing: A rank learning based quality assessment approach for underwater image enhancement	21
iPiano-Net: Nonconvex optimization inspired multi-scale reconstruction network for compressed sensing	21
Low-light image enhancement based on virtual exposure	21
Depth-aware total variation regularization for underwater image dehazing	21
A customized low-rank prior model for structured cartoon–texture image decomposition	21
Micro-expression recognition using advanced genetic algorithm	20
Novel hyper chaotic color image encryption based on pixel and bit level scrambling with diffusion	20
A convex variational method for super resolution of SAR image with speckle noise	19
Multiple channels local binary pattern for color texture representation and classification	19
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	19
Deep edge map guided depth super resolution	19
Robust multiple color images encryption using discrete Fourier transforms and chaotic map	18
A Regularization by Denoising super-resolution method based on genetic algorithms	18
On the use of a scanpath predictor and convolutional neural network for blind image quality assessment	18
Hyperspectral image classification using an extended Auto-Encoder method	18
Face anti-spoofing detection based on DWT-LBP-DCT features	18
CGNet: Detecting computer-generated images based on transfer learning with attention module	18
Saliency4ASD: Challenge, dataset and tools for visual attention modeling for autism spectrum disorder	17
Fast blind deconvolution using a deeper sparse patch-wise maximum gradient prior	17
Color correction and restoration based on multi-scale recursive network for underwater optical image	16
Reversible data hiding in encrypted images with separability and high embedding capacity	16
Enhancement multi-module network for few-shot leaky cable fixture detection in railway tunnel	15
Blind image quality assessment in the contourlet domain	15
Multi-focus image fusion with Geometrical Sparse Representation	15
The multi-scroll hyper-chaotic coexistence attractors and its application	15
An ℓ0	14
A multi-focus color image fusion algorithm based on low vision image reconstruction and focused feature extraction	14
Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization	14
Identifying tampering operations in image operator chains based on decision fusion	14
A novel selective encryption scheme for H.264/AVC video with improved visual security	14
Low-light image enhancement via deep Retinex decomposition and bilateral learning	14
Head pose estimation: A survey of the last ten years	14
Transmission line detection in aerial images: An instance segmentation approach based on multitask neural networks	14
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	13
An antagonistic training algorithm for TFT-LCD module mura defect detection	13
Restricted Structural Random Matrix for compressive sensing	13
CTU depth decision algorithms for HEVC: A survey	13
A novel biologically-inspired method for underwater image enhancement	13
Robust people indoor localization with omnidirectional cameras using a Grid of Spatial-Aware Classifiers	13
Texture analysis-based multi-focus image fusion using a modified Pulse-Coupled Neural Network (PCNN)	13

A new Fractal Series Expansion based enhancement model for license plate recognition	13
Robust and reversible image watermarking in homomorphic encrypted domain	13
An optimized CNN-based quality assessment model for screen content image	13
Conditional generative adversarial network with dual-branch progressive generator for underwater image enhancement	13
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	12
A reversible extended secret image sharing scheme based on Chinese remainder theorem	12
Frontalization and adaptive exponential ensemble rule for deep-learning-based facial expression recognition system	12
Occlusion detection and drift-avoidance framework for 2D visual object tracking	12
Deep learning based HEVC in-loop filter and noise reduction	12
Enhanced semantic feature pyramid network for small object detection	11
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method	11
Super-resolution of very low-resolution face images with a wavelet integrated, identity preserving, adversarial network	11
Efficient local stereo matching algorithm based on fast gradient domain guided image filtering	11
Pose-Guided Inflated 3D ConvNet for action recognition in videos	11
Reversible data hiding in encrypted images without additional information transmission	11
ViSTRA2: Video coding using spatial resolution and effective bit depth adaptation	11
Image storage onto synthetic DNA	11
DMDN: Degradation model-based deep network for multi-focus image fusion	10
Underwater image enhancement with image colorfulness measure	10
MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks	10
Image splicing forgery detection using simplified generalized noise model	10
Multi-focus image fusion with joint guided image filtering	10
A GAN-based input-size flexibility model for single image dehazing	10
Speckle noise removal based on structural convolutional neural networks with feature fusion for medical image	10
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier	10
Reversible data hiding scheme for high dynamic range images based on multiple prediction error expansion	10
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	9
MIRAU-Net: An improved neural network based on U-Net for gliomas segmentation	9
Denoising multi-view images by soft thresholding: A short-time DFT approach	9
Weighted visual secret sharing for general access structures based on random grids	9
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation	9
Deep supervised hashing using quadratic spherical mutual information for efficient image retrieval	9
A compact deep architecture for real-time saliency prediction	9
KOHTD: Kazakh offline handwritten text dataset	9
Pose-guided model for driving behavior recognition using keypoint action learning	9
An efficient deep sclera recognition framework with novel sclera segmentation, vessel extraction and gaze detection	9
Learning from EPI-Volume-Stack for Light Field image angular super-resolution	9
FANet: Feature aggregation network for RGBD saliency detection	9
Fast pixel-matching for video object segmentation	9
Advanced RetinexNet: A fully convolutional network for low-light image enhancement	9
Universal steganalysis of spatial content-independent and content-adaptive steganographic algorithms using normalized feature derived from empirical mode decomposed components	9
A robust JPEG compression detector for image forensics	9
Transfer subspace learning based on structure preservation for JPEG image mismatched steganalysis	9
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	9
Image inpainting using directional wavelet packets originating from polynomial splines	8
Pair comparison based progressive subjective quality ranking for underwater images	8
Comprehensive performance analysis of objective quality metrics for digital holography	8
Double compression detection in HEVC-coded video with the same coding parameters using picture partitioning information	8
StyleFuse: An unsupervised network based on style loss function for infrared and visible image fusion	8
Adaptive hypergraph learning with multi-stage optimizations for image and tag recommendation	8
Information extraction from scanned invoice images using text analysis and layout features	8
A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging	8
SVM based approach for complexity control of HEVC intra coding	8
MuRNet: A deep recursive network for super resolution of bicubically interpolated images	8
Underwater image restoration by color compensation and color-line model	8
Ensemble single image deraining network via progressive structural boosting constraints	8
ASPP-DF-PVNet: Atrous Spatial Pyramid Pooling and Distance-Filtered PVNet for occlusion resistant 6D object pose estimation	8
A novel filtering kernel based on difference of derivative Gaussians with applications to dynamic texture representation	8
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	8
MID-UNet: Multi-input directional UNet for COVID-19 lung infection segmentation from CT images	8
Multi-scale Multi-attention Network for Moiré Document Image Binarization	8
Gauss–Jordan elimination-based image tampering detection and self-recovery	8
Image deblurring via enhanced local maximum intensity prior	8
Dense-CNN: Dense convolutional neural network for stereo matching using multiscale feature connection	8
Robust depth map inpainting using superpixels and non-local Gauss–Markov random field prior	8
Blind image deblurring with Gaussian curvature of the image surface	8
Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification	8
Deep discriminant generation-shared feature learning for image-based kinship verification	8
Parallel multiscale context-based edge-preserving optical flow estimation with occlusion detection	8
Co-saliency-regularized correlation filter for object tracking	7
Past is important: Improved image captioning by looking back in time	7
Coarse registration of point clouds with low overlap rate on feature regions	7
Hybrid deep-learning framework for object-based forgery detection in video	7
A non-local propagation filtering scheme for edge-preserving in variational optical flow computation	7
Grayscale-inversion and rotation invariant image description with sorted LBP features	7
SiamDA: Dual attention Siamese network for real-time visual tracking	7
Light field image coding with flexible viewpoint scalability and random access	7
Bag of shape descriptor using unsupervised deep learning for non-rigid shape recognition	7
Unsupervised and optimized thermal image quality enhancement and visual surveillance applications	7
Image source identification with known post-processed based on convolutional neural network	7

A new method for detection and prediction of occluded text in natural scene images	7
Relative multiscale deep depth from focus	7
BGT: A blind image quality evaluator via gradient and texture statistical features	7
Convolutional analysis operator learning for multifocus image fusion	7
ClGanNet: A novel method for maize leaf disease identification using ClGan and deep CNN	7
On the performance of objective quality metrics for lightfields	7
An adaptive pixel mapping based approach for reversible data hiding in encrypted images	7
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	7
Visual attention prediction for Autism Spectrum Disorder with hierarchical semantic fusion	7
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	7
Bayesian sparse hierarchical model for image denoising	7
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks	7
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	7
Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning	7
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	6
Multi-task Facial Activity Patterns Learning for micro-expression recognition using Joint Temporal Local Cube Binary Pattern	6
FloodNet: Underwater image restoration based on residual dense learning	6
Visual privacy-preserving level evaluation for multilayer compressed sensing model using contrast and salient structural features	6
Gated fusion network for SAO filter and inter frame prediction in Versatile Video Coding	6
Cross-domain learning for underwater image enhancement	6
Learning global and local features using graph neural networks for person re-identification	6
Real-time video super resolution network using recurrent multi-branch dilated convolutions	6
Joint weakly and fully supervised learning for surface defect segmentation from images	6
Multi-wavelet guided deep mean-shift prior for image restoration	6
A progressive CNN in-loop filtering approach for inter frame coding	6
Black-box image deblurring and defiltering	6
Comprehensive edge direction descriptor for fingerprint liveness detection	6
Efficient coding of experimental holograms using speckle denoising	6
A crosstalk correction method to improve multi-wavelength LEDs imaging quality based on color camera and frame accumulation	6
A novel multi-focus image fusion method based on joint regularization optimization layering and sparse representation	6
S2-aware network for visual recognition	6
Fast global SA(2,R) shape registration based on invertible invariant descriptor	6
RLP-AGMC: Robust label propagation for saliency detection based on an adaptive graph with multiview connections	6
Robust optical flow estimation via edge preserving filtering	6
Non-uniform low-light image enhancement via non-local similarity decomposition model	6
STC-Flow: Spatio-temporal context-aware optical flow estimation	5
A reversible modified least significant bit (LSB) matching revisited method	5
A TV regularisation sparse light field reconstruction model based on guided-filtering	5
Low bit-rate compression of underwater image based on human visual system	5
ACGIS: Adversarial Cover Generator for Image Steganography with Noise Residuals Features-Preserving	5
Unsupervised disparity estimation from light field using plug-and-play weighted warping loss	5
Retinex-MPCNN: A Retinex and Modified Pulse coupled Neural Network based method for low-illumination visible and infrared image fusion	5
Fast image clustering based on compressed camera fingerprints	5
Lightweight image super-resolution with a feature-refined network	5
Identify autism spectrum disorder via dynamic filter and deep spatiotemporal feature extraction	5
A new bio-inspired metric based on eye movement data for classifying ASD and typically developing children	5
Learning shape and texture progression for young child face aging	5
A novel attention-based enhancement framework for face mask detection in complicated scenarios	5
Deep-NC: A secure image transmission using deep learning and network coding	5
A modular architecture for high resolution image dehazing	5
Joint face detection and Facial Landmark Localization using graph match and pseudo label	5
Momentum feature comparison network based on generative adversarial network for single image super-resolution	5
Coupled adversarial variational autoencoder	5
An extensive study of user identification via eye movements across multiple datasets	5
CNN-based steganalysis and parametric adversarial embedding:A game-theoretic framework	5
Joint image-to-image translation with denoising using enhanced generative adversarial networks	5
Moment-based multi-lane detection and tracking	5
CVEGAN: A perceptually-inspired GAN for Compressed Video Enhancement	5
MFFNet: Single facial depth map refinement using multi-level feature fusion	5
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	5
Underwater image enhancement based on color restoration and dual image wavelet fusion	5
Learning object-centric complementary features for zero-shot learning	5
BINet: A binary inpainting network for deep patch-based image compression	5
Dilated high-resolution network driven RGB-T multi-modal crowd counting	5
Multiview vision-based human crowd localization for UAV fleet flight safety	5
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	5
Autoregressive-Elephant Herding Optimization based Generative Adversarial Network for copy-move forgery detection with Interval type-2 fuzzy clustering	5
Hyperspectral image super-resolution using cluster-based deep convolutional networks	5
Adaptive graph-based discriminative nonnegative matrix factorization for image clustering	5
Feature compensation network based on non-uniform quantization of channels for digital image global manipulation forensics	5
Enhanced CRC-based correction of multiple errors with candidate validation	4
Learning to compress videos without computing motion	4
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	4
Deep view synthesis with compact and adaptive Multiplane Images	4
LD-GAN: Learning perturbations for adversarial defense based on GAN structure	4
Photorealistic style transfer for video	4
Optimized feature space learning for generating efficient binary codes for image retrieval	4
Accurate 3D hand pose estimation network utilizing joints information	4
Multi-layer fusion network for blind stereoscopic 3D visual quality prediction	4
Dynamic and static feature fusion for increased accuracy in signature verification	4
TMVOS: Triplet Matching for Efficient Video Object Segmentation	4
An extended context-based entropy hybrid modeling for image compression	4
Blind compression artifact reduction using dense parallel convolutional neural network	4
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	4
A neural network-based video bit-rate control algorithm for variable bit-rate applications of versatile video coding standard	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
Double constrained bag of words for human action recognition	4
A unified framework for damaged image fusion and completion based on low-rank and sparse decomposition	4
Video frame interpolation using deep cascaded network structure	4
Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images	4
Gaussian correction for adversarial learning of boundaries	4
Near-field photometric stereo using a ring-light imaging device	4
Multiple color image encryption based on cascaded quaternion gyrator transforms	4
A low light natural image statistical model for joint contrast enhancement and denoising	4