Signal Image and Video Processing

(The TQCC of Signal Image and Video Processing is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
Efficient masked face recognition method during the COVID-19 pandemic83
Leaf-based disease detection in bell pepper plant using YOLO v579
Multiplicative long short-term memory-based software-defined networking for handover management in 5G network72
Residual spatiotemporal autoencoder for unsupervised video anomaly detection70
PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection70
Joint training of two-channel deep neural network for brain tumor classification66
Multi-level attention network: application to brain tumor classification62
Evaluation of deep learning-based approaches for COVID-19 classification based on chest X-ray images52
Classification of ECG beats using optimized decision tree and adaptive boosted optimized decision tree51
Detection and segmentation of underwater objects from forward-looking sonar based on a modified Mask RCNN45
Deep convolution feature aggregation: an application to diabetic retinopathy severity level prediction43
MLCA2F: Multi-Level Context Attentional Feature Fusion for COVID-19 lesion segmentation from CT scans39
A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier37
End-to-end deep learning of lane detection and path prediction for real-time autonomous driving37
Student behavior analysis to measure engagement levels in online learning environments33
DCT-based medical image compression using machine learning32
Multi-scale ResNet for real-time underwater object detection31
Leaf image analysis-based crop diseases classification29
Real-time detection of flame and smoke using an improved YOLOv4 network27
Automated image splicing detection using deep CNN-learned features and ANN-based classifier27
Optimizing nonlinear activation function for convolutional neural networks26
Palm vein recognition through fusion of texture-based and CNN-based methods26
Fast color balance and multi-path fusion for sandstorm image enhancement25
Convolution and correlation theorems for Wigner–Ville distribution associated with the quaternion offset linear canonical transform24
MSN-Net: a multi-scale context nested U-Net for liver segmentation24
Single image super-resolution based on a modified U-net with mixed gradient loss24
DRISTI: a hybrid deep neural network for diabetic retinopathy diagnosis21
A new approach for emotions recognition through EOG and EMG signals21
A review on deep learning techniques for cloud detection methodologies and challenges21
Automated early breast cancer detection and classification system20
A potential crack region method to detect crack using image processing of multiple thresholding20
Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation20
Semantic segmentation of outdoor panoramic images20
A dynamic CNN pruning method based on matrix similarity20
Feature-level fusion of major and minor dorsal finger knuckle patterns for person authentication20
Detection of abnormalities in wireless capsule endoscopy based on extreme learning machine20
Human activity recognition-based path planning for autonomous vehicles20
Innovative local texture descriptor in joint of human-based color features for content-based image retrieval20
Lightweight attention convolutional neural network through network slimming for robust facial expression recognition19
CT super-resolution using multiple dense residual block based GAN19
Low-dose CT image denoising using deep convolutional neural networks with extended receptive fields19
DcsNet: a real-time deep network for crack segmentation18
License plate detection and recognition based on YOLOv3 and ILPRNET18
Static video summarization using multi-CNN with sparse autoencoder and random forest classifier18
A novel image denoising approach based on a non-convex constrained PDE: application to ultrasound images18
Infrared small target detection based on region proposal and CNN classifier16
Video shot boundary detection based on multi-level features collaboration16
Ethical AI in facial expression analysis: racial bias16
Structure preservation of image using an efficient content-aware image retargeting technique16
Multi-feature fusion partitioned local binary pattern method for finger vein recognition16
Joint distinct subspace learning and unsupervised transfer classification for visual domain adaptation15
Cognitive performance detection using entropy-based features and lead-specific approach15
Multiscale transunet +  + : dense hybrid U-Net with transformer for medical image segmentation15
Pest identification via hyperspectral image and deep learning15
Image super-resolution by learning weighted convolutional sparse coding15
A novel approach for image focus measure14
Classification of white blood cells with SVM by selecting SqueezeNet and LIME properties by mRMR method14
Speech emotion recognition using data augmentation method by cycle-generative adversarial networks14
Finger vein recognition: utilization of adaptive gabor filters in the enhancement stage combined with SIFT/SURF-based feature extraction14
Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet14
MRI denoising using advanced NLM filtering with non-subsampled shearlet transform14
RBI-2RCNN: Residual Block Intensity Feature using a Two-stage Residual Convolutional Neural Network for Static Hand Gesture Recognition14
Video-based person-dependent and person-independent facial emotion recognition14
Cascade neural network-based joint sampling and reconstruction for image compressed sensing14
Underwater image enhancement based on color-line model and homomorphic filtering14
A novel unified deep neural networks methodology for use by date recognition in retail food package image14
A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification13
Radar CFAR detection for multiple-targets situations for Weibull and log-normal distributed clutter13
Privacy preservation through facial de-identification with simultaneous emotion preservation13
A new transfer learning approach to detect cardiac arrhythmia from ECG signals13
A high-performance approach to detecting small targets in long-range low-quality infrared videos13
Attention-augmented U-Net (AA-U-Net) for semantic segmentation13
Low-complexity QTMT partition based on deep neural network for Versatile Video Coding13
Attention-guided multi-path cross-CNN for underwater image super-resolution13
DS-UNeXt: depthwise separable convolution network with large convolutional kernel for medical image segmentation13
Object-based video synopsis approach using particle swarm optimization13
Machine learning approach for detecting Covid-19 from speech signal using Mel frequency magnitude coefficient13
Spatiotemporal based table tennis stroke-type assessment13
CNN-MAO: Convolutional Neural Network-based Modified Aquilla Optimization Algorithm for Pothole Identification from Thermal Images12
COVID-19 detection on chest radiographs using feature fusion based deep learning12
Mel spectrogram-based audio forgery detection using CNN12
Low-dose CT image denoising via frequency division and encoder-dual decoder GAN12
Drowning behavior detection in swimming pool based on deep learning12
Wiener model-based system identification using moth flame optimised Kalman filter algorithm12
Deep cross feature adaptive network for facial emotion classification12
A new 3D convolutional neural network (3D-CNN) framework for multimedia event detection12
Pose estimation at night in infrared images using a lightweight multi-stage attention network12
A novel weighted anisotropic total variational model for image applications12
An attention-based hybrid deep learning model for EEG emotion recognition11
Combination of multiple classifiers for automatic recognition of diseases and damages on plant leaves11
Forecasting of medical equipment demand and outbreak spreading based on deep long short-term memory network: the COVID-19 pandemic in Turkey11
Dynamic hidden feature space detection of noisy image set by weight binarization11
Parametric rectified nonlinear unit (PRenu) for convolution neural networks11
Inspection of textile fabrics based on the optimal Gabor filter11
ARFNet: adaptive receptive field network for detecting insulator self-explosion defects11
ECANet: enhanced context aggregation network for single image dehazing11
Machine learning-based radar waveform classification for cognitive EW11
Fast and robust key frame extraction method for gesture video based on high-level feature representation11
Unconstrained face mask and face-hand interaction datasets: building a computer vision system to help prevent the transmission of COVID-1910
DerainAttentionGAN: unsupervised single-image deraining using attention-guided generative adversarial networks10
A detection of tomato plant diseases using deep learning MNDLNN classifier10
A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities10
Detection of early dangerous state in deep water of indoor swimming pool based on surveillance video10
Diver’s hand gesture recognition and segmentation for human–robot interaction on AUV10
Radon transform-based improved single seeded region growing segmentation for lung cancer detection using AMPWSVM classification approach10
NFCNN: toward a noise fusion convolutional neural network for image denoising10
Detection of counterfeit banknotes by security components based on image processing and GoogLeNet deep learning network10
Abs-CAM: a gradient optimization interpretable approach for explanation of convolutional neural networks10
Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier10
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India10
Regional-CNN-based enhanced Turkish sign language recognition10
Temporal attention learning for action quality assessment in sports video10
Wavelet scattering transform and long short-term memory network-based noninvasive blood pressure estimation from photoplethysmograph signals10
Significance of voiced and unvoiced speech segments for the detection of common cold10
Tuberculosis bacteria analysis in acid fast stained images of sputum smear10
Plant disease identification using fuzzy feature extraction and PNN10
Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet10
Performance analysis of automated lesion detection of diabetic retinopathy using morphological operation10
Independent component analysis with learning algorithm for electrocardiogram feature extraction and classification9
ECG noise classification using deep learning with feature extraction9
An improved immune plasma algorithm with a regional pandemic restriction9
Mutuality-oriented reconstruction and prediction hybrid network for video anomaly detection9
CNN models for EEG motor imagery signal classification9
Automatic detection of migraine disease from EEG signals using bidirectional long-short term memory deep learning model9
Deep learning-based specific emitter identification using integral bispectrum and the slice of ambiguity function9
Tympanic membrane segmentation in otoscopic images based on fully convolutional network with active contour loss9
A new kind of convolution, correlation and product theorems related to quaternion linear canonical transform9
Enhanced deep capsule network for EEG-based emotion recognition9
Fully convolutional network with attention modules for semantic segmentation9
Automated epilepsy seizure detection from EEG signal based on hybrid CNN and LSTM model9
Detection of fall armyworm (spodoptera frugiperda) in field crops based on mask R-CNN9
An impulse noise removal model algorithm based on logarithmic image prior for medical image9
Gradient-based multi-focus image fusion using foreground and background pattern recognition with weighted anisotropic diffusion filter9
Novel high-dimensional phase space features for EEG emotion recognition9
Emotion detection from ECG signals with different learning algorithms and automated feature engineering9
A real-time small target detection network9
An efficient network for multi-scale and overlapped wildlife detection9
Entropy-based circular histogram thresholding for color image segmentation9
A sparse denoising deep neural network for improving fault diagnosis performance9
3D multi-scale vision transformer for lung nodule detection in chest CT images9
Signal chain architectures for efficient airport surface movement radar video processing9
Multi-channel speech enhancement using early and late fusion convolutional neural networks9
Multiscale wavelet-based regularized reconstruction algorithm for three-dimensional compressed sensing magnetic resonance imaging9
A generative model method for unsupervised multispectral image fusion in remote sensing9
Renyi entropy and atom search sine cosine algorithm for multi focus image fusion9
Sugarcane crop line detection from UAV images using genetic algorithm and Radon transform8
Dynamic time warping based arrhythmia detection using photoplethysmography signals8
Heart rate estimation from facial videos using nonlinear mode decomposition and improved consistency check8
Video anomaly detection based on 3D convolutional auto-encoder8
A comparative study of medical image enhancement algorithms and quality assessment metrics on COVID-19 CT images8
Gaussian mixture model decomposition of multivariate signals8
Diagnosis of schizophrenia using brain resting-state fMRI with activity maps based on deep learning8
RUL prediction for lithium-ion batteries based on variational mode decomposition and hybrid network model8
Elder emotion classification through multimodal fusion of intermediate layers and cross-modal transfer learning8
Semantic-oriented learning-based image compression by Only-Train-Once quantized autoencoders8
Multi-scale joint network based on Retinex theory for low-light enhancement8
Imbalance domain adaptation network with adversarial learning for fault diagnosis of rolling bearing8
A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms8
Multistage supervised contrastive learning for hybrid-degraded image restoration8
BRIEF-based face descriptor: an application to automatic facial expression recognition (AFER)8
Multi-scale global context feature pyramid network for object detector8
Deep convolutional neural networks for detection of abnormalities in chest X-rays trained on the very large dataset8
Moving object detection method with motion regions tracking in background subtraction8
Multi-level classification of Alzheimer disease using DCNN and ensemble deep learning techniques8
Unsupervised vehicle re-identification based on mixed sample contrastive learning8
Sea–sky line detection using gray variation differences in the time domain for unmanned surface vehicles8
Image super-resolution network based on a multi-branch attention mechanism8
Architectural style classification based on CNN and channel–spatial attention8
Classroom face detection algorithm based on improved MTCNN8
VIMSNet: an effective network for visually induced motion sickness detection7
Recaptured image forensics based on normalized local ternary count histograms of residual maps7
Using efficient group pseudo-3D network to learn spatio-temporal features7
Human and object detection using Hybrid Deep Convolutional Neural Network7
Fast multi-type tree partitioning for versatile video coding using machine learning7
SAR image despeckling method based on improved Frost filtering7
Material classification in X-ray images based on multi-scale CNN7
N-Net: an UNet architecture with dual encoder for medical image segmentation7
A multi-scale generative adversarial network for real-world image denoising7
Lightweight CNN model: automated vehicle detection in aerial images7
A natural language-inspired multilabel video streaming source identification method based on deep neural networks7
Attention-enhanced multi-scale residual network for single image super-resolution7
Improved intra-subpartition coding mode for versatile video coding7
Crack image recognition on fracture mechanics cross valley edge detection by fractional differential with multi-scale analysis7
Improving detection and classification of diabetic retinopathy using CUDA and Mask RCNN7
Improve the efficiency of handcrafted features in image retrieval by adding selected feature generating layers of deep convolutional neural networks7
MRA-UNet: balancing speed and accuracy in road crack segmentation network7
A robust and efficient image de-fencing approach using conditional generative adversarial networks7
Magnification-specific and magnification-independent classification of breast cancer histopathological image using deep learning approaches7
Eye-UNet: a UNet-based network with attention mechanism for low-quality human eye image segmentation7
Reverse image filtering with clean and noisy filters7
Improved firefly algorithm-based optimized convolution neural network for scene character recognition7
Supervoxel-based brain tumor segmentation with multimodal MRI images7
Symmetric pyramid attention convolutional neural network for moving object detection7
A low complexity lossless Bayer CFA image compression7
View transform graph attention recurrent networks for skeleton-based action recognition7
YOLOAPPLE: Augment Yolov3 deep learning algorithm for apple fruit quality detection7
CNN-QTLBO: an optimal blind source separation and blind dereverberation scheme using lightweight CNN-QTLBO and PCDP-LDA for speech mixtures7
Removal of eye blink artifacts from EEG signal using morphological modeling and orthogonal projection7
Novel multiscale E-metric cross-sample entropy-based cardiac arrhythmia detection and its performance investigation in reference to multiscale cross-sample entropy-based analysis6
Detection of cervix tumor using an intelligent system accompanied with PNN classification approach6
BDC-YOLOv5: a helmet detection model employs improved YOLOv56
Feature enhancement: predict more detailed and crisper edges6
Multi-view representation for sound event recognition6
Modified VDSR-based single image super-resolution using naturalness image quality evaluator6
A total variation global optimization framework and its application on infrared and visible image fusion6
Multiresolution approach on medical image fusion by modified local energy6
Enhanced bag-of-words representation for human activity recognition using mobile sensor data6
A very fast edge map-based algorithm for accurate motion estimation6
Underwater stereo-matching algorithm based on belief propagation6
Single image dehazing using elliptic curve scattering model6
An improved scheme of deep dilated feature extraction on pedestrian detection6
An efficient IF estimation algorithm for both mono- and multi-sensor recordings6
FL-CapsNet: facial localization augmented capsule network for human emotion recognition6
Dictionary learning for clustering on hyperspectral images6
Task offloading in Internet of Things based on the improved multi-objective aquila optimizer6
Active learning for event detection in support of disaster analysis applications6
Multi-resolution dictionary learning method based on sample expansion and its application in face recognition6
A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis6
Underwater single-image restoration based on modified generative adversarial net6
Acute myelogenous leukemia detection using optimal neural network based on fractional black-widow model6
Katz centrality based approach to perform human action recognition by using OMKZ6
A novel micro-expression recognition algorithm using dual-stream combining optical flow and dynamic image convolutional neural networks6
Histopathology image segmentation and classification for cancer revelation6
Fire detection based on improved PP-YOLO6
An effective pest detection method with automatic data augmentation strategy in the agricultural field6
A hybrid model based on bidirectional long-short term memory and support vector machine for rest tremor classification6
RGB+2D skeleton: local hand-crafted and 3D convolution feature coding for action recognition6
Online learning method based on support vector machine for metallographic image segmentation6
Quadratic-phase scaled Wigner distribution: convolution and correlation6
Multi-object tracking with Siamese-RPN and adaptive matching strategy6
A facial expression recognition algorithm incorporating SVM and explainable residual neural network6
Noise robust image clustering based on reweighted low rank tensor approximation and $$l_{\frac{1}{2}}$$ regularization6
Multi-scale feature fusion model followed by residual network for generation of face aging and de-aging6
AWUNet: leaf area segmentation based on attention gate and wavelet pooling mechanism6
A novel visual tracking method using stochastic fractal search algorithm6
A local feature extraction method for UAV-based image registration based on virtual line descriptors6
SAE-PD-Seq: sequence autoencoder-based pre-training of decoder for sequence learning tasks6
FA-GAN: a feature attention GAN with fusion discriminator for non-homogeneous dehazing6
CNN-based camera motion classification using HSI color model for compressed videos6
1D-convolutional neural network approach and feature extraction methods for automatic detection of schizophrenia6
Supervised learning-based retinal vascular segmentation by M-UNet full convolutional neural network5
An end-to-end single image dehazing network based on U-net5
Effective removal of eye-blink artifacts in EEG signals with semantic segmentation5
Mixed distortion image enhancement method based on joint of deep residuals learning and reinforcement learning5
Channel estimation of non-orthogonal multiple access systems based on L2-norm extreme learning machine5
Texture-based fast QTMT partition algorithm in VVC intra coding5
Adversarial image reconstruction learning framework for medical image retrieval5
Fast detection of wind turbine blade damage using Cascade Mask R-DSCNN-aided drone inspection analysis5
An effective premature ventricular contraction detection algorithm based on adaptive template matching and characteristic recognition5
Predicting medical image registration error through independent directions5