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
FD-SSD: An improved SSD object detection algorithm based on feature fusion and dilated convolution	45
Simple low-light image enhancement based on Weber–Fechner law in logarithmic space	45
Multi-label semantics preserving based deep cross-modal hashing	42
Video stabilization: Overview, challenges and perspectives	41
DewaterNet: A fusion adversarial real underwater image enhancement network	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
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
CNN spatiotemporal features and fusion for surveillance video forgery detection	26
Traffic sign detection algorithm based on improved YOLOv4-Tiny	25
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	25
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	24
Morphologically dilated convolutional neural network for hyperspectral image classification	24
Reversible data hiding based on multiple histograms modification and deep neural networks	23
TDFSSD: Top-Down Feature Fusion Single Shot MultiBox Detector	23
Depth-aware total variation regularization for underwater image dehazing	21
A customized low-rank prior model for structured cartoon–texture image decomposition	21
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
Micro-expression recognition using advanced genetic algorithm	20
Novel hyper chaotic color image encryption based on pixel and bit level scrambling with diffusion	20
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	19
Deep edge map guided depth super resolution	19
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
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
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
Fast blind deconvolution using a deeper sparse patch-wise maximum gradient prior	17
Saliency4ASD: Challenge, dataset and tools for visual attention modeling for autism spectrum disorder	17
Reversible data hiding in encrypted images with separability and high embedding capacity	16
Color correction and restoration based on multi-scale recursive network for underwater optical image	16
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
Enhancement multi-module network for few-shot leaky cable fixture detection in railway tunnel	15
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
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
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
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 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
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	12
Reversible data hiding in encrypted images without additional information transmission	11
Pose-Guided Inflated 3D ConvNet for action recognition in videos	11
Image storage onto synthetic DNA	11
ViSTRA2: Video coding using spatial resolution and effective bit depth adaptation	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
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
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
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
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
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	9
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
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
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
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