Signal Image and Video Processing

Article	Citations
Time-space modeling of receiver ghost in the native acquisition coordinates: a step toward a non-Fourier-based deghosting	89
A combination of background modeler and encoder-decoder CNN for background/foreground segregation in image sequence	89
Screen content image quality assessment using curvelet transform	74
Research on laparoscopic surgical instrument detection technology based on multi-attention-enhanced feature pyramid network	73
An detection algorithm for golden pomfret based on improved YOLOv5 network	72
SiamMaskAttn: inverted residual attention block fusing multi-scale feature information for multitask visual object tracking networks	53
Modified dual attention triplet-supervised hashing network for image retrieval	48
Spatial information-based intuitionistic fuzzy kernel clustering algorithm for cerebral hemorrhage image segmentation	41
Photovoltaic glass edge defect detection based on improved SqueezeNet	37
Gaussian mixture-based generative approach for H.265/HEVC error concealment	35
A real-world underwater image enhancement method based on multi-color space and two-stage adaptive fusion	32
Feature enhancing image inpainting through adaptive variation of sparse coefficients	32
Automotive adhesive defect detection based on improved YOLOv8	30
Quadruple-order statistics CFAR algorithm for Pareto type I environment	29
Fast 3D-HEVC intra-prediction for depth map based on a self-organizing map and efficient features	26
EC-RFERNet: an edge computing-oriented real-time facial expression recognition network	26
Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion	26
Passive GNSS-based SAR imaging with sub-apertures combination	25
HFRAS: design of a high-density feature representation model for effective augmentation of satellite images	25
SP-CrackNet: serial–parallel network with boundary contrastive learning for real-time crack detection	24
More accuracy approach for signal subspace-based algorithms in bistatic EMVS-MIMO radar	24
Reliable and privacy-preserving multi-instance iris verification using Paillier homomorphic encryption and one-digit checksum	24
Superpixel-based object boundary gimmicking using optimized conditional random fields with random associations	23
TBFormer: three-branch efficient transformer for semantic segmentation	23
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene	22

A hidden Markov model method for non-stationary noise reduction: case study on Sentinel data for mowing detection	22
Background subtraction based on tensor nuclear and $$L_{1,1,2}$$ norm	22
AA-TransDeeplabv3 + : a novel semantic segmentation framework for aerial images using adaptive and attentive based Transdeeplabv3 + with hybrid optimization technique	22
Fraud detection from paper texture using Siamese networks	22
User adaptive hand gesture recognition for ISL using multiscale and attention embedded residual densenet with adaptive gesture segmentation framework	21
DReLNet: abnormal human activity classification in theft surveillance video using reinforcement learning based fusion	21
Capturing captivating moments: a multi-model approach for identifying baseball strikeout highlights	20
Single image dehazing algorithm using complementary saturation prior	20
Automatic facial expression localization and recognition across a large range of emotions	20
E2PCast: an English to Persian voice casting dataset	19
Multi-level contexts aggregation for melanoma recognition under feature confusion regularization	18
Time series prediction with hierarchical recurrent model	18
Fast dynamic texture recognition based on block estimation and axial spatio-temporal motion vector components	17
An improved deep learning method for flying object detection and recognition	17
Severe motion blurred silkworm pupae image restoration in sex discrimination	17
A constrained optimization method for blocking artifact compensation in JPEG infrared image	16
ROSE: real one-stage effort to detect the fingerprint singular point based on multi-scale spatial attention	16
Fast iterative reverse filters using fixed-point acceleration	15
A novel weighted anisotropic total variational model for image applications	15
Image enhancement and blur pixel identification with optimization-enabled deep learning for image restoration	15
Multi-component vehicle type recognition using adapted CNN by optimal transport	15
A digital image processing tool for characterizing dendritic trunks	15
CLIP-guided black-box domain adaptation of image classification	15
An effective salient edge detection method based on point flow with phase congruency	15
ADLNet: an adaptive network for arrhythmia classification based on deformable convolution and LSTM	15
A quantized minimum kernel risk hyperbolic secant adaptive filtering algorithm	15
A hand rubbing classification model based on image sequence enhanced by feature-based confidence metric	14
A real-time PCB defect detection model based on enhanced semantic information fusion	14
Clothing attribute recognition algorithm based on improved YOLOv4-Tiny	14
Crack image recognition on fracture mechanics cross valley edge detection by fractional differential with multi-scale analysis	14
Convolutional neural network-based fracture detection in spectrogram of acoustic emission	14
Multi-scale feature fusion model followed by residual network for generation of face aging and de-aging	14
An automatic garbage detection using optimized YOLO model	14
AMA: attention-based multi-feature aggregation module for action recognition	14
Improved digital image interpolation technique based on multiplicative calculus and Lagrange interpolation	14
Multi-scale feature flow alignment fusion with Transformer for the microscopic images segmentation of activated sludge	14
A modified Local Binary Pattern based on homogeneity criterion for robust edge detection	14
Optimizing resource allocation in 5G wireless networks for enhanced spectral efficiency and energy conservation using machine learning methods	14
A fusion machine approach for pulse train deinterleaving	14
Adversarial image reconstruction learning framework for medical image retrieval	14
A noise-robust method for infrared small target detection	13
Domain generalization for video anomaly detection considering diverse anomaly types	13
Compound-Attention Network with Original Feature injection for visual question and answering	13
A Gaussian regularization for derivative sampling interpolation of signals in the linear canonical transform representations	13
MVHANet: multi-view hierarchical aggregation network for skeleton-based hand gesture recognition	13
Residential building type classification from street-view imagery with convolutional neural networks	13
Both forward approach and backward approach for performing both regressions and classifications using the histogram information for predicting the baseline screening scores for performing the prognost	13
FasterNet-SSD: a small object detection method based on SSD model	13
Scalable image compression algorithms with small and fixed-size memory	12
Multi-feature extraction, analysis, and classification for control and meditators’ electroencephalogram	12

Unsupervised reconstruction of high-field-like magnetic resonance images from low-field magnetic resonance images regularized with magnetic resonance image-based priors	12
The optimization network video quality assessment method based on fuzzy inference	12
Activation maps of convolutional neural networks as a tool for brain degeneration tracking in early diagnosis of dementia in Parkinson’s disease based on magnetic resonance imaging	12
Image denoising via neighborhood-based multidimensional Gaussian process regression	12
VIMSNet: an effective network for visually induced motion sickness detection	12
Research on construction method of typical clutter environment based on reverberation chamber	12
Low-dose CT iterative reconstruction based on image block classification and dictionary learning	12
Semantic-oriented learning-based image compression by Only-Train-Once quantized autoencoders	12
Dual-task complementary networks for single-image deraining	11
Reversible data hiding based on pixel segmentation and prediction for improving hiding capacity	11
Safety helmet detection method based on semantic guidance and feature selection fusion	11
Extending the depth of field of imaging systems using depth sensing camera	11
New variable step-size fast NLMS algorithm for non-stationary systems	11
Massive MIMO-FDD self-attention CSI feedback network for outdoor environments	11
SAR ship detection network based on global context and multi-scale feature enhancement	11
Enhancement of underwater images through a dehazing approach with color balancing and multiscale image fusion	11
Deep convolutional neural networks for detection of abnormalities in chest X-rays trained on the very large dataset	11
Fluorescence microscopy image noise reduction using IEMD-based adaptive thresholding approach	10
DXYW: a depth-guided multi-channel edge detection model	10
Mobile-UNet GAN: A single-image dehazing model	10
A novel adaptive two-stage selection strategy in local binary pattern for texture classification	10
ShuffleNetv2-YOLOv3: a real-time recognition method of static sign language based on a lightweight network	10
Detection of Moiré pattern in high-resolution images	10
Fast Fourier transform-based method of neural network training for human re-rendering	10
Temporal-masked skeleton-based action recognition with supervised contrastive learning	10
Multilevel feature fusion of multi-domain vibration signals for bearing fault diagnosis	10
Multi-channel deep image prior for image denoising	10
Learning convolutional self-attention module for unmanned aerial vehicle tracking	10
An improved polynomial rooting-based method for solving non-trivial ambiguity in direction-finding using an unfolded co-prime linear array	10
An object detection method for the work of an unmanned sweeper in a noisy environment on an improved YOLO algorithm	10
Down-scale simplified non-local attention networks with application to image denoising	10
Moving object detection method with motion regions tracking in background subtraction	10
An acoustic feedback canceler based on probe noise and informative data for hearing aids	10
RBI-2RCNN: Residual Block Intensity Feature using a Two-stage Residual Convolutional Neural Network for Static Hand Gesture Recognition	9
Empirical evidence of the extension of the Fourier convolution theorem to Z-space	9
Knowledge distillation-based performance transferring for LSTM-RNN model acceleration	9
Elder emotion classification through multimodal fusion of intermediate layers and cross-modal transfer learning	9
Freshness uniformity measurement network based on multi-layer feature fusion and histogram layer	9
Msap: multi-scale attention probabilistic network for underwater image enhancement network	9
Emotion recognition with attention mechanism-guided dual-feature multi-path interaction network	9
Enhanced video temporal segmentation using a Siamese network with multimodal features	9
A novel multistage CAD system for breast cancer diagnosis	9
Joint semantic-aware and noise suppression for low-light image enhancement without reference	9
A two-stage fusion remote sensing image dehazing network based on multi-scale feature and hybrid attention	9
Texture-based fast QTMT partition algorithm in VVC intra coding	9
Saliency-based feature fusion convolutional network for blind image quality assessment	9
Early detection and control of anthracnose disease in cashew leaves to improve crop yield using image processing and machine learning techniques	9
Kde-Entropy: preserve efficient filter	9
AAM-ORB: affine attention module on ORB for conditioned feature matching	9
Multi-task feature-aligned head in one-stage object detection	9
Classification of ECG beats using optimized decision tree and adaptive boosted optimized decision tree	9
Multiplicative long short-term memory-based software-defined networking for handover management in 5G network	9
Superpixel segmentation with squeeze-and-excitation networks	9
Learning a multimodal feature transformer for RGBT tracking	9
A mixed norm constraint IPNLMS algorithm for sparse channel estimation	9
An effective premature ventricular contraction detection algorithm based on adaptive template matching and characteristic recognition	9
Blind image deblurring based on adaptive redescending potential function and local patch fidelity term	9
Fpga-based SoC design for real-time facial point detection using deep convolutional neural networks with dynamic partial reconfiguration	9
A 3D prediction model for benign or malignant of pulmonary nodules based on neural architecture search	9
SOAT-UNET: a transformer-based Siamese over-attention network for change detection	9
An upgraded image encryption based on nonlinearity concept in blind source separation	9
Multi-feature fusion prediction of fatigue driving based on improved optical flow algorithm	8
An end-to-end single image dehazing network based on U-net	8
Group-normalized deep CNN-based in-loop filter for HEVC scalable extension	8
CLBO: chef leader-based optimization enabled deep learning for tuberculosis detection using x-ray images	8
DMFF: dual-way multimodal feature fusion for 3D object detection	8
A comparison of digitized rotations of neighborhood motion maps of closest neighbors on 2D regular grids	8
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models	8
LPOA-DRN: Deep learning based feature fusion and optimization enabled Deep Residual Network for classification of Motor Imagery EEG signals	8
EGBNet: a real-time edge-guided bilateral network for nighttime semantic segmentation	8
SOFT: salient object detection based on feature combination using teaching-learning-based optimization	8
Early arrhythmia prediction based on Hurst index and ECG prediction using robust LMS adaptive filter	8
GCN-based MIL: multi-instance learning utilizing structural relationships among instances	8
Curve generation method of deep parallel spatiotemporal fusion network	8
A guided optimized recursive least square adaptive filtering based multi-variate dense fusion network model for image interpolation	8
End-to-end image compression method based on perception metric	8
Buffer ladder feature fusion architecture for semantic segmentation improvement	8
Latent Style: multi-style image transfer via latent style coding and skip connection	8
A new automatic sleep stage classification model using swarm intelligence-based hybrid transfer learning architecture	8
Mel spectrogram-based audio forgery detection using CNN	8

Linear cellular automata-based impulse noise identification and filtration of degraded images	8
Two iterative methods for reverse image filtering	8
Wiener model-based system identification using moth flame optimised Kalman filter algorithm	8
A dual-modality evaluation of computer-aided breast lesion segmentation in mammogram and ultrasound using customized transfer learning approach	8
Enhanced deep capsule network for EEG-based emotion recognition	7
Deep transfer learning-based automated detection of blast disease in paddy crop	7
Retinal fundus image classification for diabetic retinopathy using transfer learning technique	7
New solutions for increasing energy efficiency in massive IoT	7
A new strategy for fire detection based on analyzing the irregularity pattern of image contour	7
An intellectual caries segmentation and classification using modified optimization-assisted transformer denseUnet++ and ViT-based multiscale residual denseNet with GRU	7
Improvement of face recognition performance using a new hybrid subspace classifier	7
Efficient luma modification-based chroma down-sampling and novel luma down-sampling with adaptive interpolation	7
Yolov4-based hybrid feature enhancement network with robust object detection under adverse weather conditions	7
A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN	7
Alzheimer’s disease classification using 3D conditional progressive GAN- and LDA-based data selection	7
Research on broken wire identification method based on PoolConv for prestressed concrete cylinder pipe	7
Speech emotion recognition using data augmentation method by cycle-generative adversarial networks	7
Image generation of log ends and patches of log ends with controlled properties using generative adversarial networks	7
Analysis and design of optimal deep neural network model for image recognition using hybrid cuckoo search with self-adaptive particle swarm intelligence	7
Fringe enhanced phase unwrapping method based on unscented Kalman filter	7
A novel hybrid attention gate based on vision transformer for the detection of surface defects	7
A cloud computing load prediction hybrid model with adaptive weight strategy	7
Polarization image fusion based on grouped densely connected network	7
Low-dose CT image denoising based on edge prior and high-frequency sensitive feature fusion network	7
Efficient data routing for agricultural landscapes: ensemble fuzzy crossover based golden jackal approach	7
Boosting hand vein recognition performance with the fusion of different color spaces in deep learning architectures	7
Pixel U-Net: an improved version of U-Net for binary segmentation of wind turbine blades	7
Modified VDSR-based single image super-resolution using naturalness image quality evaluator	7
Improving supernova detection by using YOLOv8 for astronomical image analysis	6
Biometric watermarking schemes based on QR decomposition and Schur decomposition in the RIDWT domain	6
G.A.I.T: gait analysis interactive tool a pipeline for automatic detection of gait events across different motor impairments	6
Color image sparse adversarial samples generation via color channel Volterra expansion	6
Development of scalable coding of encrypted images using Modified Absolute Moment Block Truncation Code	6
Dynamic time warping based arrhythmia detection using photoplethysmography signals	6
Analysis of automatic news segmentation combining with conditional random field knowledge recognition algorithm	6
Cross-propagation parallel network for reflection image inpainting	6
Privacy-preserving human activity recognition using principal component-based wavelet CNN	6
Self-supervised anomaly detection based on foreground enhancement and autoencoder reconstruction	6
A fine-tuned multimodal large model for power defect image-text question-answering	6
An adaptive guidance fusion network for RGB-D salient object detection	6
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads	6
Three-dimensional positioning on image point of interest via google geographic information	6
An advanced lightweight network with stepwise multiscale fusion in crowded scenes	6
A novel defect detection method for color printing fabrics based on attention mechanism and space-to-depth transformation	6
RBS-YOLO: a vehicle detection algorithm based on multi-scale feature extraction	6
An improved YOLOv5-based algorithm for small wheat spikes detection	6
A lightweight multi-scale residual network for single image super-resolution	6
Separable feature complementary network with branch-wise and multi-scale spatial attention for lightweight image super-resolution	6
CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation	6
Epileptogenic zone localization based on partial directed coherence and graph analysis: a case study	6
Boosting image denoising effect via low-level noise injection	6
A couple of novel image enhancement methods depending on the Prabhakar fractional approaches	6
Application of a multi-source multi-task weight adaptation framework for cross-domain EEG emotion recognition(MS-MWA)	6
CNN models for Maghrebian accent recognition with SVM silence elimination	6
Improved affine projection algorithms with selective projection order for channel identification	6
A multiscale network for deblurring coal slurry foam images	6
An intelligent mangosteen grading system based on an improved convolutional neural network	6
Screen-shooting watermarking algorithm based on Harris-SIFT feature regions	6
Classification of Alzheimer's disease using Ricci flow-based spherical parameterization and machine learning techniques	6
A facial expression recognition algorithm incorporating SVM and explainable residual neural network	6
A novel precisely designed compact convolutional EEG classifier for motor imagery classification	6
A new approach of image contrast enhancement based on entropy curve	6
Enhancing visual monitoring via multi-feature fusion and template update strategies	6
Dynamic hidden feature space detection of noisy image set by weight binarization	6
An effective facial spoofing detection approach based on weighted deep ensemble learning	6
Give me a hint: an explicit prior based image denoising	6
A federated learning method based on class prototype guided classifier for long-tailed data	6
Fast detection of wind turbine blade damage using Cascade Mask R-DSCNN-aided drone inspection analysis	6
Surface inspection of annular ceramic metal coating based on small sample data augmentation and deep learning	5
Residual quadratic encoder–decoder architecture for semantic segmentation of satellite images	5
An improved method for AI-based smoky vehicle detection from traffic surveillance videos	5
CF-YOLO: a capable forest fire identification algorithm founded on YOLOv7 improvement	5
A crack detection network with multi-channel attention and enhanced information interaction	5
Finger vein denoising algorithm based on gradient-oriented residual structure and LBP texture loss	5
EL-DenseNet: a novel method for identifying the flame state of converter steelmaking based on dense convolutional neural networks	5
RM-UNet: UNet-like Mamba with rotational SSM module for medical image segmentation	5
Efficient detection method of deep-sea netting breakage based on attention and focusing on receptive-field spatial feature	5
SkelVIT: consensus of vision transformers for a lightweight skeleton-based action recognition system	5
Uncertainty bidirectional guidance of multi-task mamba network for medical image classification and segmentation	5
Split-and-recombine and vision transformer based 3D human pose estimation	5
Customized model for text cryptography using hybrid image-key	5
Dexterity analysis of a continuum robot with closed-solutions for head and neck oncology	5
Pest identification via hyperspectral image and deep learning	5
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation	5
Visually impaired object segmentation and detection using hybrid Canny edge detector, Hough transform, and improved momentum search in YOLOv7	5
YOLOv7-P: a lighter and more effective UAV aerial photography object detection algorithm	5
Reverse image filtering with clean and noisy filters	5
GECM: graph embedded convolution model for hand mesh reconstruction	5
Hard-sample guided cluster refinement for unsupervised person re-identification	5
Correction: Customized model for text cryptography using hybrid image-key	5
Truncated loss-based Res2Net for non-Gaussian noise removal	5
Icing detection on ADSS transmission optical fiber cable based on improved YOLOv8 network	5
Hyperspectral image denoising with enhanced multivariance product representation	5
Correction: AWUNet: leaf area segmentation based on attention gate and wavelet pooling mechanism	5
DCT-based medical image compression using machine learning	5