Signal Image and Video Processing

Article	Citations
Leaf-based disease detection in bell pepper plant using YOLO v5	89
Efficient masked face recognition method during the COVID-19 pandemic	89
PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection	74
Multi-level attention network: application to brain tumor classification	73
Multiplicative long short-term memory-based software-defined networking for handover management in 5G network	72
Evaluation of deep learning-based approaches for COVID-19 classification based on chest X-ray images	56
Classification of ECG beats using optimized decision tree and adaptive boosted optimized decision tree	53
Detection and segmentation of underwater objects from forward-looking sonar based on a modified Mask RCNN	53
Deep convolution feature aggregation: an application to diabetic retinopathy severity level prediction	53
End-to-end deep learning of lane detection and path prediction for real-time autonomous driving	48
MLCA2F: Multi-Level Context Attentional Feature Fusion for COVID-19 lesion segmentation from CT scans	41
DCT-based medical image compression using machine learning	37
Student behavior analysis to measure engagement levels in online learning environments	35
Multi-scale ResNet for real-time underwater object detection	33
Single image super-resolution based on a modified U-net with mixed gradient loss	32
Real-time detection of flame and smoke using an improved YOLOv4 network	32
Automated image splicing detection using deep CNN-learned features and ANN-based classifier	30
Optimizing nonlinear activation function for convolutional neural networks	29
Innovative local texture descriptor in joint of human-based color features for content-based image retrieval	26
License plate detection and recognition based on YOLOv3 and ILPRNET	26
DcsNet: a real-time deep network for crack segmentation	26
MSN-Net: a multi-scale context nested U-Net for liver segmentation	25
Automated early breast cancer detection and classification system	25
A review on deep learning techniques for cloud detection methodologies and challenges	25
DRISTI: a hybrid deep neural network for diabetic retinopathy diagnosis	24

Semantic segmentation of outdoor panoramic images	24
A potential crack region method to detect crack using image processing of multiple thresholding	24
Convolution and correlation theorems for Wigner–Ville distribution associated with the quaternion offset linear canonical transform	23
Detection of abnormalities in wireless capsule endoscopy based on extreme learning machine	23
Pest identification via hyperspectral image and deep learning	23
A new approach for emotions recognition through EOG and EMG signals	22
Lightweight attention convolutional neural network through network slimming for robust facial expression recognition	22
Feature-level fusion of major and minor dorsal finger knuckle patterns for person authentication	22
Joint throughput maximization, interference cancellation, and power efficiency for multi-IRS-empowered UAV communications	22
Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation	21
Low-dose CT image denoising using deep convolutional neural networks with extended receptive fields	21
Multiscale transunet +  + : dense hybrid U-Net with transformer for medical image segmentation	20
Improve the efficiency of handcrafted features in image retrieval by adding selected feature generating layers of deep convolutional neural networks	20
A novel image denoising approach based on a non-convex constrained PDE: application to ultrasound images	20
Drowning behavior detection in swimming pool based on deep learning	19
Ethical AI in facial expression analysis: racial bias	18
DS-UNeXt: depthwise separable convolution network with large convolutional kernel for medical image segmentation	18
Infrared small target detection based on region proposal and CNN classifier	17
Attention-augmented U-Net (AA-U-Net) for semantic segmentation	17
Multi-feature fusion partitioned local binary pattern method for finger vein recognition	17
Radar CFAR detection for multiple-targets situations for Weibull and log-normal distributed clutter	17
MRI denoising using advanced NLM filtering with non-subsampled shearlet transform	17
Classification of white blood cells with SVM by selecting SqueezeNet and LIME properties by mRMR method	16
ECANet: enhanced context aggregation network for single image dehazing	16
Image super-resolution by learning weighted convolutional sparse coding	16
Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet	15
Underwater image enhancement based on color-line model and homomorphic filtering	15
Pose estimation at night in infrared images using a lightweight multi-stage attention network	15
Low-complexity QTMT partition based on deep neural network for Versatile Video Coding	15
Attention-guided multi-path cross-CNN for underwater image super-resolution	15
Speech emotion recognition using data augmentation method by cycle-generative adversarial networks	15
A detection of tomato plant diseases using deep learning MNDLNN classifier	15
Cognitive performance detection using entropy-based features and lead-specific approach	15
Wiener model-based system identification using moth flame optimised Kalman filter algorithm	15
Finger vein recognition: utilization of adaptive gabor filters in the enhancement stage combined with SIFT/SURF-based feature extraction	14
Video anomaly detection based on 3D convolutional auto-encoder	14
Cascade neural network-based joint sampling and reconstruction for image compressed sensing	14
COVID-19 detection on chest radiographs using feature fusion based deep learning	14
A high-performance approach to detecting small targets in long-range low-quality infrared videos	14
Unconstrained face mask and face-hand interaction datasets: building a computer vision system to help prevent the transmission of COVID-19	14
Automated epilepsy seizure detection from EEG signal based on hybrid CNN and LSTM model	14
Abs-CAM: a gradient optimization interpretable approach for explanation of convolutional neural networks	14
Machine learning approach for detecting Covid-19 from speech signal using Mel frequency magnitude coefficient	14
A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification	14
Video-based person-dependent and person-independent facial emotion recognition	14
DerainAttentionGAN: unsupervised single-image deraining using attention-guided generative adversarial networks	14
Inspection of textile fabrics based on the optimal Gabor filter	14
A new transfer learning approach to detect cardiac arrhythmia from ECG signals	14
RBI-2RCNN: Residual Block Intensity Feature using a Two-stage Residual Convolutional Neural Network for Static Hand Gesture Recognition	14
ARFNet: adaptive receptive field network for detecting insulator self-explosion defects	13

CNN-MAO: Convolutional Neural Network-based Modified Aquilla Optimization Algorithm for Pothole Identification from Thermal Images	13
Machine learning-based radar waveform classification for cognitive EW	13
Spatiotemporal based table tennis stroke-type assessment	13
Deep cross feature adaptive network for facial emotion classification	13
Detection of fall armyworm (spodoptera frugiperda) in field crops based on mask R-CNN	13
Detection of early dangerous state in deep water of indoor swimming pool based on surveillance video	13
Mel spectrogram-based audio forgery detection using CNN	13
Low-dose CT image denoising via frequency division and encoder-dual decoder GAN	13
Privacy preservation through facial de-identification with simultaneous emotion preservation	13
ECG noise classification using deep learning with feature extraction	12
Significance of voiced and unvoiced speech segments for the detection of common cold	12
A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities	12
A novel weighted anisotropic total variational model for image applications	12
BDC-YOLOv5: a helmet detection model employs improved YOLOv5	12
CNN models for EEG motor imagery signal classification	12
Forecasting of medical equipment demand and outbreak spreading based on deep long short-term memory network: the COVID-19 pandemic in Turkey	12
Enhanced deep capsule network for EEG-based emotion recognition	12
An attention-based hybrid deep learning model for EEG emotion recognition	12
YOLOAPPLE: Augment Yolov3 deep learning algorithm for apple fruit quality detection	12
Dynamic hidden feature space detection of noisy image set by weight binarization	12
Temporal attention learning for action quality assessment in sports video	11
Architectural style classification based on CNN and channel–spatial attention	11
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India	11
An efficient network for multi-scale and overlapped wildlife detection	11
3D multi-scale vision transformer for lung nodule detection in chest CT images	11
Novel high-dimensional phase space features for EEG emotion recognition	11
Diver’s hand gesture recognition and segmentation for human–robot interaction on AUV	11
Speech emotion recognition using MFCC-based entropy feature	11
Emotion detection from ECG signals with different learning algorithms and automated feature engineering	11
Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet	11
NFCNN: toward a noise fusion convolutional neural network for image denoising	10
An impulse noise removal model algorithm based on logarithmic image prior for medical image	10
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images	10
Plant disease identification using fuzzy feature extraction and PNN	10
Regional-CNN-based enhanced Turkish sign language recognition	10
Elder emotion classification through multimodal fusion of intermediate layers and cross-modal transfer learning	10
Fully convolutional network with attention modules for semantic segmentation	10
A sparse denoising deep neural network for improving fault diagnosis performance	10
Multi-channel speech enhancement using early and late fusion convolutional neural networks	10
Diagnosis of schizophrenia using brain resting-state fMRI with activity maps based on deep learning	10
Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier	10
Classroom face detection algorithm based on improved MTCNN	10
Performance analysis of automated lesion detection of diabetic retinopathy using morphological operation	10
Radon transform-based improved single seeded region growing segmentation for lung cancer detection using AMPWSVM classification approach	10
Detection of counterfeit banknotes by security components based on image processing and GoogLeNet deep learning network	10
Automatic detection of migraine disease from EEG signals using bidirectional long-short term memory deep learning model	10
Eye-UNet: a UNet-based network with attention mechanism for low-quality human eye image segmentation	10
Sugarcane crop line detection from UAV images using genetic algorithm and Radon transform	10
A real-time small target detection network	10
Multistage supervised contrastive learning for hybrid-degraded image restoration	9
A natural language-inspired multilabel video streaming source identification method based on deep neural networks	9
A generative model method for unsupervised multispectral image fusion in remote sensing	9
Renyi entropy and atom search sine cosine algorithm for multi focus image fusion	9
Dynamic time warping based arrhythmia detection using photoplethysmography signals	9
Task offloading in Internet of Things based on the improved multi-objective aquila optimizer	9
Mutuality-oriented reconstruction and prediction hybrid network for video anomaly detection	9
Wavelet scattering transform and long short-term memory network-based noninvasive blood pressure estimation from photoplethysmograph signals	9
Acute myelogenous leukemia detection using optimal neural network based on fractional black-widow model	9
Fire detection based on improved PP-YOLO	9
N-Net: an UNet architecture with dual encoder for medical image segmentation	9
Magnification-specific and magnification-independent classification of breast cancer histopathological image using deep learning approaches	9
Colorectal polyp detection in colonoscopy images using YOLO-V8 network	9
VIMSNet: an effective network for visually induced motion sickness detection	9
Independent component analysis with learning algorithm for electrocardiogram feature extraction and classification	9
Heart rate estimation from facial videos using nonlinear mode decomposition and improved consistency check	9
An improved immune plasma algorithm with a regional pandemic restriction	9
Imbalance domain adaptation network with adversarial learning for fault diagnosis of rolling bearing	9
Signal chain architectures for efficient airport surface movement radar video processing	9
An effective pest detection method with automatic data augmentation strategy in the agricultural field	9
Multiscale wavelet-based regularized reconstruction algorithm for three-dimensional compressed sensing magnetic resonance imaging	9
RUL prediction for lithium-ion batteries based on variational mode decomposition and hybrid network model	9
Multi-scale global context feature pyramid network for object detector	9
Deep convolutional neural networks for detection of abnormalities in chest X-rays trained on the very large dataset	9
Attention-enhanced multi-scale residual network for single image super-resolution	9
Multi-level classification of Alzheimer disease using DCNN and ensemble deep learning techniques	9
Deep learning-based forgery identification and localization in videos	9
Fast multi-type tree partitioning for versatile video coding using machine learning	9
A low complexity lossless Bayer CFA image compression	9
Gradient-based multi-focus image fusion using foreground and background pattern recognition with weighted anisotropic diffusion filter	9
Deep learning-based specific emitter identification using integral bispectrum and the slice of ambiguity function	9

Lightweight improved yolov5 model for cucumber leaf disease and pest detection based on deep learning	8
Image super-resolution network based on a multi-branch attention mechanism	8
Lightweight CNN model: automated vehicle detection in aerial images	8
Improved firefly algorithm-based optimized convolution neural network for scene character recognition	8
Semantic-oriented learning-based image compression by Only-Train-Once quantized autoencoders	8
Multi-scale joint network based on Retinex theory for low-light enhancement	8
Underwater single-image restoration based on modified generative adversarial net	8
SAR image despeckling method based on improved Frost filtering	8
Material classification in X-ray images based on multi-scale CNN	8
Gaussian mixture model decomposition of multivariate signals	8
Moving object detection method with motion regions tracking in background subtraction	8
Reverse image filtering with clean and noisy filters	8
A facial expression recognition algorithm incorporating SVM and explainable residual neural network	8
A deep learning model for ergonomics risk assessment and sports and health monitoring in self-occluded images	8
A weld feature points detection method based on improved YOLO for welding robots in strong noise environment	8
Symmetric pyramid attention convolutional neural network for moving object detection	8
Underwater stereo-matching algorithm based on belief propagation	8
DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18	8
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms	8
Crack image recognition on fracture mechanics cross valley edge detection by fractional differential with multi-scale analysis	8
Fast detection of wind turbine blade damage using Cascade Mask R-DSCNN-aided drone inspection analysis	8
Recaptured image forensics based on normalized local ternary count histograms of residual maps	8
Unsupervised vehicle re-identification based on mixed sample contrastive learning	8
An adaptive bilateral filtering method based on improved convolution kernel used for infrared image enhancement	8
Deep Learning for vision systems in Construction 4.0: a systematic review	8
MRA-UNet: balancing speed and accuracy in road crack segmentation network	7
Histopathology image segmentation and classification for cancer revelation	7
Automatic detection of vehicle occupancy and driver's seat belt status using deep learning	7
Quadratic-phase scaled Wigner distribution: convolution and correlation	7
1D-convolutional neural network approach and feature extraction methods for automatic detection of schizophrenia	7
An effective premature ventricular contraction detection algorithm based on adaptive template matching and characteristic recognition	7
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring	7
Improving detection and classification of diabetic retinopathy using CUDA and Mask RCNN	7
A novel micro-expression recognition algorithm using dual-stream combining optical flow and dynamic image convolutional neural networks	7
Multiresolution approach on medical image fusion by modified local energy	7
CNN-QTLBO: an optimal blind source separation and blind dereverberation scheme using lightweight CNN-QTLBO and PCDP-LDA for speech mixtures	7
Hybrid optimization enabled deep learning-based ensemble classification for heart disease detection	7
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis	7
Texture-based fast QTMT partition algorithm in VVC intra coding	7
Poisson noise image restoration method based on variational regularization	7
Supervoxel-based brain tumor segmentation with multimodal MRI images	7
Human and object detection using Hybrid Deep Convolutional Neural Network	7
Enhanced bag-of-words representation for human activity recognition using mobile sensor data	7
A multi-scale generative adversarial network for real-world image denoising	7
Utilizing the wavelet transform’s structure in compressed sensing	7
Remote sensing images destriping with an enhanced low-rank prior and total variation regulation	7
Multi-scale feature fusion model followed by residual network for generation of face aging and de-aging	7
Improved intra-subpartition coding mode for versatile video coding	7
Robust self-supervised learning for source-free domain adaptation	7
SAE-PD-Seq: sequence autoencoder-based pre-training of decoder for sequence learning tasks	6
LW-DeepFakeNet: a lightweight time distributed CNN-LSTM network for real-time DeepFake video detection	6
CNN-based camera motion classification using HSI color model for compressed videos	6
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach	6
Detection of the drivable area on high-speed road via YOLACT	6
An efficient IF estimation algorithm for both mono- and multi-sensor recordings	6
Ensemble of density-specific experts for mass characterization in mammograms	6
Corrosion inspection and evaluation of crane metal structure based on UAV vision	6
FL-CapsNet: facial localization augmented capsule network for human emotion recognition	6
Supervised learning-based retinal vascular segmentation by M-UNet full convolutional neural network	6
A total variation global optimization framework and its application on infrared and visible image fusion	6
ShuffleNetv2-YOLOv3: a real-time recognition method of static sign language based on a lightweight network	6
Multi-view representation for sound event recognition	6
Early detection and control of anthracnose disease in cashew leaves to improve crop yield using image processing and machine learning techniques	6
A real-time detector of chicken healthy status based on modified YOLO	6
A local feature extraction method for UAV-based image registration based on virtual line descriptors	6
A very fast edge map-based algorithm for accurate motion estimation	6
A new ontology-based multimodal classification system for social media images of personality traits	6
FA-GAN: a feature attention GAN with fusion discriminator for non-homogeneous dehazing	6
Removal of eye blink artifacts from EEG signal using morphological modeling and orthogonal projection	6
Performance evaluation of pan-sharpening and dictionary learning methods for sparse representation of hyperspectral super-resolution	6
Fake license plate recognition in surveillance videos	6
A hybrid model based on bidirectional long-short term memory and support vector machine for rest tremor classification	6
RGB+2D skeleton: local hand-crafted and 3D convolution feature coding for action recognition	6
AWUNet: leaf area segmentation based on attention gate and wavelet pooling mechanism	6
Feature enhancement: predict more detailed and crisper edges	6
Multi-object tracking with Siamese-RPN and adaptive matching strategy	6
A noise-robust method for infrared small target detection	6
Wildfire detection via transfer learning: a survey	6
Katz centrality based approach to perform human action recognition by using OMKZ	6
Transnational image object detection datasets from nighttime driving	6
A robust and fast CFAR ship detector based on median absolute deviation thresholding for SAR imagery in heterogeneous log-normal sea clutter	6
Single image dehazing using elliptic curve scattering model	6
Hyperparameter optimization of neural networks based on Q-learning	6
Channel estimation of non-orthogonal multiple access systems based on L2-norm extreme learning machine	6
Novel multiscale E-metric cross-sample entropy-based cardiac arrhythmia detection and its performance investigation in reference to multiscale cross-sample entropy-based analysis	6
Detection and recognition of digital instrument in substation using improved YOLO-v3	6
A novel automated komodo Mlipir optimization-based attention BiLSTM for early detection of diabetic retinopathy	6
Image encryption algorithm based on a new 2D polynomial chaotic map and dynamic S-box	6
Frequency-domain loss function for deep exposure correction of dark images	6
Active learning for event detection in support of disaster analysis applications	6
Degradation learning for unsupervised hyperspectral image super-resolution based on generative adversarial network	6
Modified VDSR-based single image super-resolution using naturalness image quality evaluator	6
Real-time hand gesture recognition using multiple deep learning architectures	6
Video quality enhancement using recursive deep residual learning network	6
Mixed distortion image enhancement method based on joint of deep residuals learning and reinforcement learning	5