Signal Processing-Image Communication

Article	Citations
Diving deeper into underwater image enhancement: A survey	125
Underwater image enhancement with global–local networks and compressed-histogram equalization	102
UIEC^2-Net: CNN-based underwater image enhancement using two color space	101
Image encryption based on compressed sensing and DNA encoding	84
Underwater image processing and analysis: A review	75
Enhancing underwater image via color correction and Bi-interval contrast enhancement	70
Hybrid quantum–classical generative adversarial networks for image generation via learning discrete distribution	48
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion	47
Probabilistic Kalman filter for moving object tracking	46
Color image zero-watermarking based on fast quaternion generic polar complex exponential transform	45
Human emotion recognition by optimally fusing facial expression and speech feature	43
A reference-free underwater image quality assessment metric in frequency domain	41
Simple low-light image enhancement based on Weber–Fechner law in logarithmic space	40
Latency impact on Quality of Experience in a virtual reality simulator for remote control of machines	36
Comparing deep learning models for low-light natural scene image enhancement and their impact on object detection and classification: Overview, empirical evaluation, and challenges	35
FD-SSD: An improved SSD object detection algorithm based on feature fusion and dilated convolution	35
DewaterNet: A fusion adversarial real underwater image enhancement network	34
Multi-label semantics preserving based deep cross-modal hashing	32
A novel method for lossless image compression and encryption based on LWT, SPIHT and cellular automata	32
Watermarking schemes for digital images: Robustness overview	32
A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD	32
Image captioning using DenseNet network and adaptive attention	31
Multi-modality medical image fusion based on separable dictionary learning and Gabor filtering	31
Video stabilization: Overview, challenges and perspectives	29
Using Deep learning for image watermarking attack	28

Multi-scale relation reasoning for multi-modal Visual Question Answering	27
Predicting ASD diagnosis in children with synthetic and image-based eye gaze data	27
A novel hybrid image encryption–compression scheme by combining chaos theory and number theory	26
Image super-resolution reconstruction based on sparse representation and deep learning	25
An efficient framework for visible–infrared cross modality person re-identification	25
Low-Light Homomorphic Filtering Network for integrating image enhancement and classification	25
Early detection of children with Autism Spectrum Disorder based on visual exploration of images	24
Double color image encryption based on fractional order discrete improved Henon map and Rubik’s cube transform	24
Focus-and-Detect: A small object detection framework for aerial images	22
Machine learning-based offline signature verification systems: A systematic review	22
Secret image sharing with separate shadow authentication ability	22
Color image watermark decoder by modeling quaternion polar harmonic transform with BKF distribution	22
CNN spatiotemporal features and fusion for surveillance video forgery detection	22
Morphologically dilated convolutional neural network for hyperspectral image classification	21
Convolution Neural Network based lossy compression of hyperspectral images	21
3D image recognition using new set of fractional-order Legendre moments and deep neural networks	21
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	21
Effects and solutions of Cover-Source Mismatch in image steganalysis	21
Remote sensing image quality evaluation based on deep support value learning networks	21
TDFSSD: Top-Down Feature Fusion Single Shot MultiBox Detector	21
Reversible data hiding based on multiple histograms modification and deep neural networks	20
Underwater image enhancement via integrated RGB and LAB color models	20
A customized low-rank prior model for structured cartoon–texture image decomposition	20
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	20
A novel image retrieval method based on multi-features fusion	19
Micro-expression recognition using advanced genetic algorithm	18
Correlation Net: Spatiotemporal multimodal deep learning for action recognition	18
Detection and localization of forgery using statistics of DCT and Fourier components	18
Level set formulation for automatic medical image segmentation based on fuzzy clustering	18
Learning skeleton information for human action analysis using Kinect	18
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	18
Convolutional neural networks for multispectral pedestrian detection	17
Depth-aware total variation regularization for underwater image dehazing	17
iPiano-Net: Nonconvex optimization inspired multi-scale reconstruction network for compressed sensing	17
Face anti-spoofing detection based on DWT-LBP-DCT features	17
Fast blind deconvolution using a deeper sparse patch-wise maximum gradient prior	17
AdaBoost neural network and cyclopean view for no-reference stereoscopic image quality assessment	17
On the use of a scanpath predictor and convolutional neural network for blind image quality assessment	17
Analysis of technical features in basketball video based on deep learning algorithm	16
A convex variational method for super resolution of SAR image with speckle noise	16
Generative image inpainting via edge structure and color aware fusion	16
Subjective and objective quality assessment for image restoration: A critical survey	16
Robust multiple color images encryption using discrete Fourier transforms and chaotic map	15
Point cloud coding: A privileged view driven by a classification taxonomy	15
A nonsubsampled countourlet transform based CNN for real image denoising	15
A Regularization by Denoising super-resolution method based on genetic algorithms	15
Traffic sign detection algorithm based on improved YOLOv4-Tiny	15
Reversible data hiding in encrypted images with separability and high embedding capacity	15
Hyperspectral image classification using an extended Auto-Encoder method	15
Novel hyper chaotic color image encryption based on pixel and bit level scrambling with diffusion	15

Essential secret image sharing scheme with small and equal sized shadows	15
Multi-focus image fusion with Geometrical Sparse Representation	14
CGNet: Detecting computer-generated images based on transfer learning with attention module	14
A multi-focus color image fusion algorithm based on low vision image reconstruction and focused feature extraction	14
Hyperspectral image super-resolution combining with deep learning and spectral unmixing	14
Video quality assessment using space–time slice mappings	14
Real-time hand posture recognition using hand geometric features and Fisher Vector	14
Multiple channels local binary pattern for color texture representation and classification	14
MLDNet: Multi-level dense network for multi-focus image fusion	14
Color correction and restoration based on multi-scale recursive network for underwater optical image	14
A novel deep neural network for noise removal from underwater image	14
Human experts vs. machines in taxa recognition	14
Saliency4ASD: Challenge, dataset and tools for visual attention modeling for autism spectrum disorder	14
Twice Mixing: A rank learning based quality assessment approach for underwater image enhancement	13
No-reference video quality evaluation by a deep transfer CNN architecture	13
Deep edge map guided depth super resolution	13
Restricted Structural Random Matrix for compressive sensing	13
Robust basketball sports recognition by leveraging motion block estimation	13
Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization	13
Blind image quality assessment in the contourlet domain	13
Identifying tampering operations in image operator chains based on decision fusion	12
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	12
Deep learning based HEVC in-loop filter and noise reduction	12
A novel biologically-inspired method for underwater image enhancement	12
Texture analysis-based multi-focus image fusion using a modified Pulse-Coupled Neural Network (PCNN)	12
Conditional generative adversarial network with dual-branch progressive generator for underwater image enhancement	11
Improved hybrid layered image compression using deep learning and traditional codecs	11
Pan-sharpening via multi-scale and multiple deep neural networks	11
Robust people indoor localization with omnidirectional cameras using a Grid of Spatial-Aware Classifiers	11
A new Fractal Series Expansion based enhancement model for license plate recognition	11
Transmission line detection in aerial images: An instance segmentation approach based on multitask neural networks	11
Low-light image enhancement via deep Retinex decomposition and bilateral learning	11
Robust human gesture recognition by leveraging multi-scale feature fusion	11
Pose-Guided Inflated 3D ConvNet for action recognition in videos	11
Global relational reasoning with spatial temporal graph interaction networks for skeleton-based action recognition	11
Multi-frame super-resolution reconstruction based on mixed Poisson–Gaussian noise	10
On-line classroom visual tracking and quality evaluation by an advanced feature mining technique	10
Bagging-based saliency distribution learning for visual saliency detection	10
A reversible extended secret image sharing scheme based on Chinese remainder theorem	10
Robust and reversible image watermarking in homomorphic encrypted domain	10
A novel selective encryption scheme for H.264/AVC video with improved visual security	10
Human action recognition toward massive-scale sport sceneries based on deep multi-model feature fusion	10
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	10
Occlusion detection and drift-avoidance framework for 2D visual object tracking	10
Re-identification framework for long term visual object tracking based on object detection and classification	10
An ℓ0	9
Underwater image enhancement with image colorfulness measure	9
Image storage onto synthetic DNA	9
Learning from EPI-Volume-Stack for Light Field image angular super-resolution	9
Reversible data hiding scheme for high dynamic range images based on multiple prediction error expansion	9
Variational level set method for image segmentation with simplex constraint of landmarks	9
Enhancement multi-module network for few-shot leaky cable fixture detection in railway tunnel	9
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier	9
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method	9
Reversible data hiding in encrypted images without additional information transmission	9
CTU depth decision algorithms for HEVC: A survey	9
Head pose estimation: A survey of the last ten years	9
Combining synthesis sparse with analysis sparse for single image super-resolution	9
An optimized CNN-based quality assessment model for screen content image	9
The multi-scroll hyper-chaotic coexistence attractors and its application	9
A low-complexity psychometric curve-fitting approach for the objective quality assessment of streamed game videos	8
A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging	8
Multi-focus image fusion with joint guided image filtering	8
Image inpainting using directional wavelet packets originating from polynomial splines	8
Frontalization and adaptive exponential ensemble rule for deep-learning-based facial expression recognition system	8
Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification	8
SensIR: Towards privacy-sensitive image retrieval in the cloud	8
Weighted visual secret sharing for general access structures based on random grids	8
Classifier shared deep network with multi-hierarchy loss for low resolution face recognition	8
Segmentation mask guided end-to-end person search	8
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	8
Voronoi-based image representation applied to binary visual cryptography	8
Pose-guided model for driving behavior recognition using keypoint action learning	8
Denoising multi-view images by soft thresholding: A short-time DFT approach	8
Gauss–Jordan elimination-based image tampering detection and self-recovery	8
Efficient local stereo matching algorithm based on fast gradient domain guided image filtering	8
FANet: Feature aggregation network for RGBD saliency detection	8
A non-local propagation filtering scheme for edge-preserving in variational optical flow computation	7
Transfer subspace learning based on structure preservation for JPEG image mismatched steganalysis	7
Super-resolution of very low-resolution face images with a wavelet integrated, identity preserving, adversarial network	7

Ensemble single image deraining network via progressive structural boosting constraints	7
Texture classification using block intensity and gradient difference (BIGD) descriptor	7
Light field image coding with flexible viewpoint scalability and random access	7
MIRAU-Net: An improved neural network based on U-Net for gliomas segmentation	7
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	7
SVM based approach for complexity control of HEVC intra coding	7
Relative multiscale deep depth from focus	7
Bayesian sparse hierarchical model for image denoising	7
Comprehensive performance analysis of objective quality metrics for digital holography	7
DMDN: Degradation model-based deep network for multi-focus image fusion	7
Fast pixel-matching for video object segmentation	7
Universal steganalysis of spatial content-independent and content-adaptive steganographic algorithms using normalized feature derived from empirical mode decomposed components	7
An antagonistic training algorithm for TFT-LCD module mura defect detection	7
Pre-processing for single image dehazing	7
Dense-CNN: Dense convolutional neural network for stereo matching using multiscale feature connection	7
MuRNet: A deep recursive network for super resolution of bicubically interpolated images	7
Contourlet domain locally optimum image watermark decoder using Cauchy mixtures based vector HMT model	7
A compact deep architecture for real-time saliency prediction	7
Perceptual quality assessment for multimodal medical image fusion	7
Temporal information based GoP adaptation for linear video delivery schemes	7
Image quality assessment based on deep learning with FPGA implementation	6
Past is important: Improved image captioning by looking back in time	6
Speckle noise removal based on structural convolutional neural networks with feature fusion for medical image	6
A robust JPEG compression detector for image forensics	6
Real-time video super resolution network using recurrent multi-branch dilated convolutions	6
Non-uniform low-light image enhancement via non-local similarity decomposition model	6
A GAN-based input-size flexibility model for single image dehazing	6
Double compression detection in HEVC-coded video with the same coding parameters using picture partitioning information	6
Underwater image restoration by color compensation and color-line model	6
Convolutional analysis operator learning for multifocus image fusion	6
ASPP-DF-PVNet: Atrous Spatial Pyramid Pooling and Distance-Filtered PVNet for occlusion resistant 6D object pose estimation	6
On the performance of objective quality metrics for lightfields	6
A novel filtering kernel based on difference of derivative Gaussians with applications to dynamic texture representation	6
SDRNet: An end-to-end shadow detection and removal network	6
An adaptive pixel mapping based approach for reversible data hiding in encrypted images	6
Frame level rate control algorithm based on GOP level quality dependency for low-delay hierarchical video coding	6
Visual attention prediction for Autism Spectrum Disorder with hierarchical semantic fusion	6
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation	6
Robust depth map inpainting using superpixels and non-local Gauss–Markov random field prior	6
Grayscale-inversion and rotation invariant image description with sorted LBP features	6
Context prior-based with residual learning for face detection: A deep convolutional encoder–decoder network	6
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks	6
BGT: A blind image quality evaluator via gradient and texture statistical features	6
A novel multi-focus image fusion method based on joint regularization optimization layering and sparse representation	6
O3S-MTP: Oriented star sampling structure based multi-scale ternary pattern for texture classification	6
RLP-AGMC: Robust label propagation for saliency detection based on an adaptive graph with multiview connections	6
Multi-scale Multi-attention Network for Moiré Document Image Binarization	6
EGAN: Non-uniform image deblurring based on edge adversarial mechanism and partial weight sharing network	6
A new method for detection and prediction of occluded text in natural scene images	6
Image deblurring via enhanced local maximum intensity prior	6
Pair comparison based progressive subjective quality ranking for underwater images	6
Black-box image deblurring and defiltering	6
SiamDA: Dual attention Siamese network for real-time visual tracking	6
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	6
An L0 regularized cartoon-texture decomposition model for restoring images corrupted by blur and impulse noise	6
ViSTRA2: Video coding using spatial resolution and effective bit depth adaptation	5
Identify autism spectrum disorder via dynamic filter and deep spatiotemporal feature extraction	5
Image source identification with known post-processed based on convolutional neural network	5
Hybrid deep-learning framework for object-based forgery detection in video	5
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	5
Efficient coding of experimental holograms using speckle denoising	5
Learning discriminative and meaningful samples for generalized zero shot classification	5
Vision-aware target recognition toward autonomous robot by Kinect sensors	5
Deep-NC: A secure image transmission using deep learning and network coding	5
Bag of shape descriptor using unsupervised deep learning for non-rigid shape recognition	5
Robust optical flow estimation via edge preserving filtering	5
Comprehensive edge direction descriptor for fingerprint liveness detection	5
An extended context-based entropy hybrid modeling for image compression	5
Fast global SA(2,R) shape registration based on invertible invariant descriptor	5
Advanced RetinexNet: A fully convolutional network for low-light image enhancement	5
Deep discriminant generation-shared feature learning for image-based kinship verification	5
Coarse registration of point clouds with low overlap rate on feature regions	5
MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks	5
Conditional Random Field based salient proposal set generation and its application in content aware seam carving	5
Saliency detection in human crowd images of different density levels using attention mechanism	5
Learning object-centric complementary features for zero-shot learning	5
Image splicing forgery detection using simplified generalized noise model	5
Multi-wavelet guided deep mean-shift prior for image restoration	5
Joint image-to-image translation with denoising using enhanced generative adversarial networks	5
Sparse analysis for mesoscale convective systems tracking	5
Co-saliency-regularized correlation filter for object tracking	5
Visual privacy-preserving level evaluation for multilayer compressed sensing model using contrast and salient structural features	5
Multiple instance deep learning for weakly-supervised visual object tracking	5
A new bio-inspired metric based on eye movement data for classifying ASD and typically developing children	5
GORFLM: Globally Optimal Robust Fitting for Linear Model	5
Moment-based multi-lane detection and tracking	5
An efficient deep sclera recognition framework with novel sclera segmentation, vessel extraction and gaze detection	5
Parallel multiscale context-based edge-preserving optical flow estimation with occlusion detection	5
Deep supervised hashing using quadratic spherical mutual information for efficient image retrieval	5
Self-supervised video representation learning by maximizing mutual information	5
Gated fusion network for SAO filter and inter frame prediction in Versatile Video Coding	5
Blind image deblurring with Gaussian curvature of the image surface	5
A progressive CNN in-loop filtering approach for inter frame coding	5
StyleFuse: An unsupervised network based on style loss function for infrared and visible image fusion	5
Information extraction from scanned invoice images using text analysis and layout features	5