Pattern Recognition Letters

Article	Citations
COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images	401
Comparative analysis of image classification algorithms based on traditional machine learning and deep learning	305
A distinctive approach in brain tumor detection and classification using MRI	230
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images	210
Trends in IoT based solutions for health care: Moving AI to the edge	200
A light CNN for detecting COVID-19 from CT scans of the chest	196
Large group activity security risk assessment and risk early warning based on random forest algorithm	189
Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model	184
SmaAt-UNet: Precipitation nowcasting using a small attention-UNet architecture	180
Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework	144
Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost	141
A new nested ensemble technique for automated diagnosis of breast cancer	140
Machine Learning for Cultural Heritage: A Survey	135
Leveraging recent advances in deep learning for audio-Visual emotion recognition	116
Customized VGG19 Architecture for Pneumonia Detection in Chest X-Rays	108
Deep k-Means: Jointly clustering with k-Means and learning representations	108
A framework for offline signature verification system: Best features selection approach	99
Rank consistent ordinal regression for neural networks with application to age estimation	98
Unsupervised feature selection by self-paced learning regularization	91
On the performance of Matthews correlation coefficient (MCC) for imbalanced dataset	90
Wearable assistive devices for visually impaired: A state of the art survey	86
A novel nonintrusive decision support approach for heart rate measurement	85
A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system	80
Deep learning frameworks for diabetic retinopathy detection with smartphone-based retinal imaging systems	79
RETRACTED: Deep learning for real-time semantic segmentation: Application in ultrasound imaging	77

Automated detection of abnormal EEG signals using localized wavelet filter banks	76
Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset	75
The classification of gliomas based on a Pyramid dilated convolution resnet model	74
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach	73
MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray	73
Deep learning-based apple detection using a suppression mask R-CNN	72
Perturbation-based methods for explaining deep neural networks: A survey	72
Detecting distraction of drivers using Convolutional Neural Network	72
A Deep Learning-based Fast Fake News Detection Model for Cyber-Physical Social Services	70
Semantic scene segmentation in unstructured environment with modified DeepLabV3+	64
Multi angle optimal pattern-based deep learning for automatic facial expression recognition	63
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images	61
Medical Image Encryption Scheme Using Multiple Chaotic Maps	59
Robust rigid registration algorithm based on pointwise correspondence and correntropy	58
Faster ILOD: Incremental learning for object detectors based on faster RCNN	58
KU-HAR: An open dataset for heterogeneous human activity recognition	57
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	56
Positive technology for elderly well-being: A review	54
Machine learning based blind color image watermarking scheme for copyright protection	54
Improved prototypical networks for few-Shot learning	54
Hierarchical deep neural network for mental stress state detection using IoT based biomarkers	54
Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification	54
Facial expressions classification and false label reduction using LDA and threefold SVM	53
Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition	53
BEBLID: Boosted efficient binary local image descriptor	52
TrSeg: Transformer for semantic segmentation	52
Automated glaucoma detection using GIST and pyramid histogram of oriented gradients (PHOG) descriptors	52
Image captioning with transformer and knowledge graph	51
Security in smart cities: A brief review of digital forensic schemes for biometric data	49
Adjusting the imbalance ratio by the dimensionality of imbalanced data	48
A novel unsupervised ensemble framework using concept-based linguistic methods and machine learning for twitter sentiment analysis	47
Intelligent computing on time-series data analysis and prediction of COVID-19 pandemics	47
Optical Flow based CNN for detection of unlearnt deepfake manipulations	47
Automated diagnosis of multi-class brain abnormalities using MRI images: A deep convolutional neural network based method	47
A distance for belief functions of orderable set	46
Small-object detection based on YOLOv5 in autonomous driving systems	46
Experiments using deep learning for dermoscopy image analysis	46
On the exact computation of the graph edit distance	45
A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean	44
Mixed pooling and richer attention feature fusion for crack detection	44
Generalized isolation forest for anomaly detection	44
Using an autoencoder in the design of an anomaly detector for smart manufacturing	43
Enhancing perception for the visually impaired with deep learning techniques and low-cost wearable sensors	43
Feature extraction from EEG spectrograms for epileptic seizure detection	43
Action recognition using kinematics posture feature on 3D skeleton joint locations	42
A classification method for brain MRI via MobileNet and feedforward network with random weights	41
Speech emotion recognition model based on Bi-GRU and Focal Loss	41
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images	40
Weak supervision for generating pixel–level annotations in scene text segmentation	40
Dynamic time warping-based imputation for univariate time series data	39

Cloud security based attack detection using transductive learning integrated with Hidden Markov Model	39
An improved block based joint reversible data hiding in encrypted images by symmetric cryptosystem	39
User personality prediction based on topic preference and sentiment analysis using LSTM model	39
IoU-Balanced loss functions for single-stage object detection	39
Improved ASD classification using dynamic functional connectivity and multi-task feature selection	38
Attention fusion network for multi-spectral semantic segmentation	38
Self-attention-based conditional random fields latent variables model for sequence labeling	38
Imbalanced image classification with complement cross entropy	38
Blockchain-based anomaly detection of electricity consumption in smart grids	37
Image encryption based on logistic chaotic systems and deep autoencoder	37
Supervised learning of the next-best-view for 3d object reconstruction	37
Classification of gait signals into different neurodegenerative diseases using statistical analysis and recurrence quantification analysis	36
Twitter sentiment analysis using ensemble based deep learning model towards COVID-19 in India and European countries	36
Multi-task learning for natural language processing in the 2020s: Where are we going?	36
Facial expression recognition using distance and shape signature features	35
Sample imbalance disease classification model based on association rule feature selection	35
Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices	35
Anomaly detection using improved deep SVDD model with data structure preservation	34
On the design of biometric-based user authentication protocol in smart city environment	34
A neural model for text localization, transcription and named entity recognition in full pages	34
Opinion fraud detection via neural autoencoder decision forest	34
Weighted sigmoid gate unit for an activation function of deep neural network	33
Automated diagnosis of epilepsy from EEG signals using ensemble learning approach	32
RefineU-Net: Improved U-Net with progressive global feedbacks and residual attention guided local refinement for medical image segmentation	32
Multi-lingual scene text detection and language identification	32
Automatic region of interest segmentation for breast thermogram image classification	31
Deep transfer learning based classification model for covid-19 using chest CT-scans	31
A hybrid active contour model based on pre-fitting energy and adaptive functions for fast image segmentation	31
Steganogram removal using multidirectional diffusion in fourier domain while preserving perceptual image quality	31
A method of cross-layer fusion multi-object detection and recognition based on improved faster R-CNN model in complex traffic environment	30
Violence detection and face recognition based on deep learning	30
Multi-task learning using variational auto-encoder for sentiment classification	30
Real time human action recognition using triggered frame extraction and a typical CNN heuristic	30
A novel fitness function in genetic programming to handle unbalanced emotion recognition data	30
On the detection-to-track association for online multi-object tracking	29
Parametric PCA for unsupervised metric learning	29
A computer vision system for automatic cherry beans detection on coffee trees	29
Pattern recognition techniques for provenance classification of archaeological ceramics using ultrasounds	29
A fast and efficient image watermarking scheme based on Deep Neural Network	29
AnimePose: Multi-person 3D pose estimation and animation	28
Self-paced Learning for K-means Clustering Algorithm	28
Thermal comfort measurement using thermal-depth images for robotic monitoring	28
Mixing up contrastive learning: Self-supervised representation learning for time series	28
Towards a data-driven adaptive anomaly detection system for human activity	28
Learning label correlations for multi-label image recognition with graph networks	28
CAN-GAN: Conditioned-attention normalized GAN for face age synthesis	28
A new machine learning based approach to predict Freezing of Gait	28
A multi-scale descriptor for real time RGB-D hand gesture recognition	27
Automated detection of Alzheimer's disease using bi-directional empirical model decomposition	27
An experimental study on classification of thyroid histopathology images using transfer learning	27
Topology-learnable graph convolution for skeleton-based action recognition	27
Post-comparison mitigation of demographic bias in face recognition using fair score normalization	27
Using recurrent neural networks for continuous authentication through gait analysis	27
ERANNs: Efficient residual audio neural networks for audio pattern recognition	27
Deep leaf: Mask R-CNN based leaf detection and segmentation from digitized herbarium specimen images	27
Context-related video anomaly detection via generative adversarial network	27
Transformer-based approach for joint handwriting and named entity recognition in historical document	26
Feature selection using hybrid poor and rich optimization algorithm for text classification	26
Semantically consistent text to fashion image synthesis with an enhanced attentional generative adversarial network	26
Sequential fusion of facial appearance and dynamics for depression recognition	26
SSS-PR: A short survey of surveys in person re-identification	26
Palm vein recognition based on competitive coding scheme using multi-scale local binary pattern with ant colony optimization	25
RGB-IR cross-modality person ReID based on teacher-student GAN model	25
A novel spatio-temporal Siamese network for 3D signature recognition	25
Baby steps towards few-shot learning with multiple semantics	25
Self-attention binary neural tree for video summarization	25
MVFFNet: Multi-view feature fusion network for imbalanced ship classification	25
Controllable digital restoration of ancient paintings using convolutional neural network and nearest neighbor	25
Intelligent deep learning based bidirectional long short term memory model for automated reply of e-mail client prototype	24
A novel approach combined transfer learning and deep learning to predict TMB from histology image	24
Feature mask network for person re-identification	24
Robust gait recognition using hybrid descriptors based on Skeleton Gait Energy Image	24
Cognitive data augmentation for adversarial defense via pixel masking	24
Feature fusion network based on attention mechanism for 3D semantic segmentation of point clouds	24
A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis	24
Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation	23
Feature selection based on fuzzy-neighborhood relative decision entropy	23
Vector score alpha integration for classifier late fusion	23
Pedestrian attribute recognition based on multiple time steps attention	22
Network optimization using defender system in cloud computing security based intrusion detection system withgame theory deep neural network (IDSGT-DNN)	22

Adaptive hybrid attention network for hyperspectral image classification	22
ResT-ReID: Transformer block-based residual learning for person re-identification	22
Small object detection in remote sensing images based on super-resolution	22
Scientific papers citation analysis using textual features and SMOTE resampling techniques	22
Multiscale permutation entropy for two-dimensional patterns	22
Hybrid models for intraday stock price forecasting based on artificial neural networks and metaheuristic algorithms	22
Supervised feature selection by self-paced learning regression	22
Semantically-guided low-light image enhancement	21
Visual question answering: Which investigated applications?	21
Iterative weak/self-supervised classification framework for abnormal events detection	21
LieToMe: Preliminary study on hand gestures for deception detection via Fisher-LSTM	21
Limitation of capsule networks	21
Learning transferable features in meta-learning for few-shot text classification	21
A permutational-based Differential Evolution algorithm for feature subset selection	21
Data augmentation method for improving the accuracy of human pose estimation with cropped images	21
Filtering impulse noise in medical images using information sets	21
An IoT-ready solution for automated recognition of water contaminants	21
Diagnosis of carpal tunnel syndrome: A comparative study of shear wave elastography, morphometry and artificial intelligence techniques	21
Securing the internet of vehicles through lightweight block ciphers	20
Partial attention and multi-attribute learning for vehicle re-identification	20
Mobile behavioral biometrics for passive authentication	20
A modified capsule network algorithm for oct corneal image segmentation	20
Super-resolution guided knowledge distillation for low-resolution image classification	20
Building crack identification and total quality management method based on deep learning	20
3D PostureNet: A unified framework for skeleton-based posture recognition	20
Exploring touch-based behavioral authentication on smartphone email applications in IoT-enabled smart cities	20
Learning deep features for task-independent EEG-based biometric verification	19
Cross lingual handwritten character recognition using long short term memory network with aid of elephant herding optimization algorithm	19
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI	19
Semantic segmentation on Swiss3DCities: A benchmark study on aerial photogrammetric 3D pointcloud dataset	19
AutoRSISC: Automatic design of neural architecture for remote sensing image scene classification	19
Controlling information capacity of binary neural network	19
InfraGAN: A GAN architecture to transfer visible images to infrared domain	19
Self-supervised 2D face presentation attack detection via temporal sequence sampling	19
MSAR-Net: Multi-scale attention based light-weight image super-resolution	19
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network	19
Reconfigurable cyber-physical system for critical infrastructure protection in smart cities via smart video-surveillance	19
Competitive and collaborative representation for classification	19
Efficient skew detection and correction in scanned document images through clustering of probabilistic hough transforms	19
Intelligent medical heterogeneous big data set balanced clustering using deep learning	19
Metric Learning from Imbalanced Data with Generalization Guarantees	18
ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification	18
Scene image and human skeleton-based dual-stream human action recognition	18
A deep Kalman filter network for hand kinematics estimation using sEMG	18
Transformer-based Cross Reference Network for video salient object detection	18
A PSO-based algorithm for mining association rules using a guided exploration strategy	18
Protection motivation theory using multi-factor authentication for providing security over social networking sites	18
First person video summarization using different graph representations	18
Text alignment in early printed books combining deep learning and dynamic programming	18
Ring-Regularized Cosine Similarity Learning for Fine-Grained Face Verification	18
How distance metrics influence missing data imputation with k-nearest neighbours	18
Improving FastText with inverse document frequency of subwords	18
Speech emotion recognition via learning analogies	18
Graph-based neural network models with multiple self-supervised auxiliary tasks	17
Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition	17
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM)	17
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	17
Multilabel naïve Bayes classification considering label dependence	17
Compositional coding capsule network with k-means routing for text classification	17
Application of DNN for radar micro-doppler signature-based human suspicious activity recognition	17
Iris presentation attack detection: Where are we now?	17
Understanding the decisions of CNNs: An in-model approach	17
Video captioning with text-based dynamic attention and step-by-step learning	17
MRP-GAN: Multi-resolution parallel generative adversarial networks for text-to-image synthesis	17
A text-based visual context modulation neural model for multimodal machine translation	17
On the use of a full stack hardware/software infrastructure for sensor data fusion and fault prediction in industry 4.0	17
Photoplethysmographic biometrics: A comprehensive survey	17
UAV image analysis for leakage detection in district heating systems using machine learning	17
A comprehensive security analysis of match-in-database fingerprint biometric system	17
An attention-based row-column encoder-decoder model for text recognition in Japanese historical documents	17
Validating the robustness of an internet of things based atrial fibrillation detection system	16
Steganographic universal adversarial perturbations	16
An application of cyber-physical system and multi-agent technology to demand-side management systems	16
Video anomaly detection using deep residual-spatiotemporal translation network	16
Data preprocessing and feature selection techniques in gait recognition: A comparative study of machine learning and deep learning approaches	16
Classification of patients with tumor using MR FLAIR images	16
Biometric recognition using wearable devices in real-life settings	16
Meter classification of Arabic poems using deep bidirectional recurrent neural networks	16
Soft precision and recall	16
Human behaviour modelling for welfare technology using hidden Markov models	16
Head pose estimation by regression algorithm	16
A deep inference learning framework for healthcare	16
Quantification of malaria parasitaemia using trainable semantic segmentation and capsnet	16
Low-resolution face recognition in resource-constrained environments	16
Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data	16
Depth occlusion perception feature analysis for person re-identification	15
Understanding trained CNNs by indexing neuron selectivity	15
Self-supervised pain intensity estimation from facial videos via statistical spatiotemporal distillation	15
Improving query expansion using pseudo-relevant web knowledge for information retrieval	15
Clothes image caption generation with attribute detection and visual attention model	15
A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting	15
Mean oriented Riesz features for micro expression classification	15
Ensembling complex network ‘perspectives’ for mild cognitive impairment detection with artificial neural networks	15
Deep multi-scale and multi-modal fusion for 3D object detection	15
CERN: Compact facial expression recognition net	15