Signal Processing-Image Communication

Article	Citations
Diving deeper into underwater image enhancement: A survey	128
Underwater image enhancement with global–local networks and compressed-histogram equalization	109
UIEC^2-Net: CNN-based underwater image enhancement using two color space	106
Image encryption based on compressed sensing and DNA encoding	86
Underwater image processing and analysis: A review	79
Enhancing underwater image via color correction and Bi-interval contrast enhancement	71
Hybrid quantum–classical generative adversarial networks for image generation via learning discrete distribution	51
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion	47
A reference-free underwater image quality assessment metric in frequency domain	46
Human emotion recognition by optimally fusing facial expression and speech feature	44
Simple low-light image enhancement based on Weber–Fechner law in logarithmic space	41
FD-SSD: An improved SSD object detection algorithm based on feature fusion and dilated convolution	38
Latency impact on Quality of Experience in a virtual reality simulator for remote control of machines	38
DewaterNet: A fusion adversarial real underwater image enhancement network	37
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
A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD	34
Watermarking schemes for digital images: Robustness overview	33
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
Multi-modality medical image fusion based on separable dictionary learning and Gabor filtering	31
Image captioning using DenseNet network and adaptive attention	31
Predicting ASD diagnosis in children with synthetic and image-based eye gaze data	29
Video stabilization: Overview, challenges and perspectives	29
Using Deep learning for image watermarking attack	29
A novel hybrid image encryption–compression scheme by combining chaos theory and number theory	29

Multi-scale relation reasoning for multi-modal Visual Question Answering	27
An efficient framework for visible–infrared cross modality person re-identification	25
Image super-resolution reconstruction based on sparse representation and deep learning	25
Early detection of children with Autism Spectrum Disorder based on visual exploration of images	25
3D image recognition using new set of fractional-order Legendre moments and deep neural networks	24
Focus-and-Detect: A small object detection framework for aerial images	24
Low-Light Homomorphic Filtering Network for integrating image enhancement and classification	24
Double color image encryption based on fractional order discrete improved Henon map and Rubik’s cube transform	24
Machine learning-based offline signature verification systems: A systematic review	22
Effects and solutions of Cover-Source Mismatch in image steganalysis	22
CNN spatiotemporal features and fusion for surveillance video forgery detection	22
TDFSSD: Top-Down Feature Fusion Single Shot MultiBox Detector	22
Morphologically dilated convolutional neural network for hyperspectral image classification	22
Color image watermark decoder by modeling quaternion polar harmonic transform with BKF distribution	22
Underwater image enhancement via integrated RGB and LAB color models	22
Remote sensing image quality evaluation based on deep support value learning networks	21
Convolution Neural Network based lossy compression of hyperspectral images	21
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	21
Reversible data hiding based on multiple histograms modification and deep neural networks	20
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	20
A customized low-rank prior model for structured cartoon–texture image decomposition	20
Depth-aware total variation regularization for underwater image dehazing	19
A novel image retrieval method based on multi-features fusion	19
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	19
Learning skeleton information for human action analysis using Kinect	18
Level set formulation for automatic medical image segmentation based on fuzzy clustering	18
Micro-expression recognition using advanced genetic algorithm	18
iPiano-Net: Nonconvex optimization inspired multi-scale reconstruction network for compressed sensing	18
Fast blind deconvolution using a deeper sparse patch-wise maximum gradient prior	17
Face anti-spoofing detection based on DWT-LBP-DCT features	17
Subjective and objective quality assessment for image restoration: A critical survey	17
On the use of a scanpath predictor and convolutional neural network for blind image quality assessment	17
CGNet: Detecting computer-generated images based on transfer learning with attention module	16
A convex variational method for super resolution of SAR image with speckle noise	16
Analysis of technical features in basketball video based on deep learning algorithm	16
Generative image inpainting via edge structure and color aware fusion	16
Hyperspectral image classification using an extended Auto-Encoder method	16
Traffic sign detection algorithm based on improved YOLOv4-Tiny	16
Saliency4ASD: Challenge, dataset and tools for visual attention modeling for autism spectrum disorder	15
Reversible data hiding in encrypted images with separability and high embedding capacity	15
Twice Mixing: A rank learning based quality assessment approach for underwater image enhancement	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
Robust multiple color images encryption using discrete Fourier transforms and chaotic map	15
A Regularization by Denoising super-resolution method based on genetic algorithms	15
Multiple channels local binary pattern for color texture representation and classification	15
MLDNet: Multi-level dense network for multi-focus image fusion	15
Multi-focus image fusion with Geometrical Sparse Representation	15
Point cloud coding: A privileged view driven by a classification taxonomy	15
Color correction and restoration based on multi-scale recursive network for underwater optical image	14

Human experts vs. machines in taxa recognition	14
Hyperspectral image super-resolution combining with deep learning and spectral unmixing	14
A multi-focus color image fusion algorithm based on low vision image reconstruction and focused feature extraction	14
No-reference video quality evaluation by a deep transfer CNN architecture	14
A novel deep neural network for noise removal from underwater image	14
Blind image quality assessment in the contourlet domain	14
Restricted Structural Random Matrix for compressive sensing	13
A novel biologically-inspired method for underwater image enhancement	13
Deep edge map guided depth super resolution	13
Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization	13
Robust basketball sports recognition by leveraging motion block estimation	13
Deep learning based HEVC in-loop filter and noise reduction	12
Identifying tampering operations in image operator chains based on decision fusion	12
A new Fractal Series Expansion based enhancement model for license plate recognition	12
Global relational reasoning with spatial temporal graph interaction networks for skeleton-based action recognition	12
Texture analysis-based multi-focus image fusion using a modified Pulse-Coupled Neural Network (PCNN)	12
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	12
Robust human gesture recognition by leveraging multi-scale feature fusion	11
Robust and reversible image watermarking in homomorphic encrypted domain	11
A novel selective encryption scheme for H.264/AVC video with improved visual security	11
Robust people indoor localization with omnidirectional cameras using a Grid of Spatial-Aware Classifiers	11
The multi-scroll hyper-chaotic coexistence attractors and its application	11
Pose-Guided Inflated 3D ConvNet for action recognition in videos	11
Pan-sharpening via multi-scale and multiple deep neural networks	11
Transmission line detection in aerial images: An instance segmentation approach based on multitask neural networks	11
Conditional generative adversarial network with dual-branch progressive generator for underwater image enhancement	11
A reversible extended secret image sharing scheme based on Chinese remainder theorem	11
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	11
Head pose estimation: A survey of the last ten years	11
On-line classroom visual tracking and quality evaluation by an advanced feature mining technique	11
Low-light image enhancement via deep Retinex decomposition and bilateral learning	11
Re-identification framework for long term visual object tracking based on object detection and classification	10
Bagging-based saliency distribution learning for visual saliency detection	10
Occlusion detection and drift-avoidance framework for 2D visual object tracking	10
Image storage onto synthetic DNA	10
Human action recognition toward massive-scale sport sceneries based on deep multi-model feature fusion	10
Enhancement multi-module network for few-shot leaky cable fixture detection in railway tunnel	10
Reversible data hiding scheme for high dynamic range images based on multiple prediction error expansion	10
An ℓ0	10
Multi-focus image fusion with joint guided image filtering	9
Reversible data hiding in encrypted images without additional information transmission	9
Combining synthesis sparse with analysis sparse for single image super-resolution	9
CTU depth decision algorithms for HEVC: A survey	9
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier	9
An optimized CNN-based quality assessment model for screen content image	9
FANet: Feature aggregation network for RGBD saliency detection	9
Underwater image enhancement with image colorfulness measure	9
Learning from EPI-Volume-Stack for Light Field image angular super-resolution	9
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method	9
Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification	8
SensIR: Towards privacy-sensitive image retrieval in the cloud	8
Pose-guided model for driving behavior recognition using keypoint action learning	8
Gauss–Jordan elimination-based image tampering detection and self-recovery	8
Transfer subspace learning based on structure preservation for JPEG image mismatched steganalysis	8
Frontalization and adaptive exponential ensemble rule for deep-learning-based facial expression recognition system	8
DMDN: Degradation model-based deep network for multi-focus image fusion	8
A low-complexity psychometric curve-fitting approach for the objective quality assessment of streamed game videos	8
Denoising multi-view images by soft thresholding: A short-time DFT approach	8
Pre-processing for single image dehazing	8
Image inpainting using directional wavelet packets originating from polynomial splines	8
Voronoi-based image representation applied to binary visual cryptography	8
Weighted visual secret sharing for general access structures based on random grids	8
A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging	8
Segmentation mask guided end-to-end person search	8
Efficient local stereo matching algorithm based on fast gradient domain guided image filtering	8
Contourlet domain locally optimum image watermark decoder using Cauchy mixtures based vector HMT model	7
Light field image coding with flexible viewpoint scalability and random access	7
Perceptual quality assessment for multimodal medical image fusion	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
A new method for detection and prediction of occluded text in natural scene images	7
Relative multiscale deep depth from focus	7
Ensemble single image deraining network via progressive structural boosting constraints	7
Comprehensive performance analysis of objective quality metrics for digital holography	7
Texture classification using block intensity and gradient difference (BIGD) descriptor	7
A compact deep architecture for real-time saliency prediction	7
Image splicing forgery detection using simplified generalized noise model	7
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	7
A robust JPEG compression detector for image forensics	7
SVM based approach for complexity control of HEVC intra coding	7

Grayscale-inversion and rotation invariant image description with sorted LBP features	7
Super-resolution of very low-resolution face images with a wavelet integrated, identity preserving, adversarial network	7
MuRNet: A deep recursive network for super resolution of bicubically interpolated images	7
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	7
Fast pixel-matching for video object segmentation	7
MIRAU-Net: An improved neural network based on U-Net for gliomas segmentation	7
Speckle noise removal based on structural convolutional neural networks with feature fusion for medical image	7
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation	7
A non-local propagation filtering scheme for edge-preserving in variational optical flow computation	7
Dense-CNN: Dense convolutional neural network for stereo matching using multiscale feature connection	7
Bayesian sparse hierarchical model for image denoising	7