International Journal of Pattern Recognition and Artificial Intelligen

Article	Citations
A Comparison of Optimization Algorithms for Deep Learning	84
Deep Neural Network-Based Screening Model for COVID-19-Infected Patients Using Chest X-Ray Images	77
DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition	44
An Improved A-Star Algorithm for Complete Coverage Path Planning of Unmanned Ships	21
MSENet: Multi-Modal Squeeze-and-Excitation Network for Brain Tumor Severity Prediction	20
Optimized Convolutional Neural Network for Road Detection with Structured Contour and Spatial Information for Intelligent Vehicle System	18
Hand Gesture Recognition Based on sEMG Signal and Convolutional Neural Network	16
CNN-SSPSO: A Hybrid and Optimized CNN Approach for Peripheral Blood Cell Image Recognition and Classification	15
Deep Learning for Covid-19 Screening Using Chest X-Rays in 2020: A Systematic Review	15
Artificial Intelligence-Based Fault Diagnosis for Condition Monitoring of Electric Motors	14
Optimal Scale of Hierarchical Image Segmentation with Scribbles Guidance for Weakly Supervised Semantic Segmentation	13
Real-Time Implementation of Traffic Signs Detection and Identification Application on Graphics Processing Units	12
AFFNet: Attention Mechanism Network Based on Fusion Feature for Image Cloud Removal	12
Dual-Channel Capsule Generative Adversarial Network Optimized with Golden Eagle Optimization for Pediatric Bone Age Assessment from Hand X-Ray Image	11
CAFFNet: Channel Attention and Feature Fusion Network for Multi-target Traffic Sign Detection	11
Brain Tumor Segmentation Using 3D Generative Adversarial Networks	10
A User Experience Study on Short Video Social Apps Based on Content Recommendation Algorithm of Artificial Intelligence	10
MEMS Inertial Sensor Fault Diagnosis Using a CNN-Based Data-Driven Method	10
Feature Selection Method Based on Mutual Information and Support Vector Machine	9
Multiple-Object Detection and Segmentation Based on Deep Learning in High-Resolution Video Using Mask-RCNN	9
Regularized Deep LSTM Autoencoder for Phonological Deviation Assessment	9
An Accurate Real-Time License Plate Detection Method Based On Deep Learning Approaches	9
Automatic Twitter Crime Prediction Using Hybrid Wavelet Convolutional Neural Network with World Cup Optimization	9
Enhancement of Nonuniformly Illuminated Underwater Images	9
Local Stereo Matching: An Adaptive Weighted Guided Image Filtering-Based Approach	9

Human Emotion Recognition Based on Face and Facial Expression Detection Using Deep Belief Network Under Complicated Backgrounds	8
A New Deep Learning Method Based on Unsupervised Domain Adaptation and Re-ranking in Person Re-identification	8
Evaluation and Research on Financial Competitiveness of Innovation-Driven Enterprises Based on Interval Data Mining	8
Community Detection Based on Modularized Deep Nonnegative Matrix Factorization	8
An Image Change Detection Algorithm Based on Multi-Feature Self-Attention Fusion Mechanism UNet Network	8
Defect Identification of Pipeline Ultrasonic Inspection Based on Multi-Feature Fusion and Multi-Criteria Feature Evaluation	8
Watermelon Disease Detection Based on Deep Learning	8
Research and Application of Key Technologies for Medical Image Intelligence Knowledge Discovery and Data Processing	8
Fault Diagnosis Method for Wind Turbine Gearbox Based on Image Characteristics Extraction and Actual Value Negative Selection Algorithm	7
ITL-CNN: Integrated Transfer Learning-Based Convolution Neural Network for Ultrasound PCOS Image Classification	7
Multi-AGV Task Allocation with Attention Based on Deep Reinforcement Learning	7
IoT-Enabled Healthcare Data Analysis in Virtual Hospital Systems Using Industry 4.0 Smart Manufacturing	7
Improving Recurrent Neural Networks for Offline Arabic Handwriting Recognition by Combining Different Language Models	7
An Image Segmentation Method Based on Two-Dimensional Entropy and Chaotic Lightning Attachment Procedure Optimization Algorithm	7
Improving Single-Stage Object Detectors for Nighttime Pedestrian Detection	7
A Lightweight SE-YOLOv3 Network for Multi-Scale Object Detection in Remote Sensing Imagery	7
A Deep CRNN-Based Sentiment Analysis System with Hybrid BERT Embedding	7
Supervoxel-Based Region Growing Segmentation for Point Cloud Data	7
An Efficient Particle Swarm Optimization with Multidimensional Mean Learning	7
Efficient Deep Learning Models for Categorizing Chenopodiaceae in the Wild	7
An Improved Artificial Neural Network Model for Flights Delay Prediction	7
Adv-Emotion: The Facial Expression Adversarial Attack	7
Biometric for Cattle Identification using Muzzle Patterns	7
Characteristics and Optimization Strategies of A* Algorithm and Ant Colony Optimization in Global Path Planning Algorithm	6
Case-Base Maintenance: An Approach Based on Active Semi-Supervised Learning	6
CNN-Based Embroidery Style Rendering	6
An Efficient Tongue Segmentation Model Based on U-Net Framework	6
Enhanced Deep Learning Hybrid Model of CNN Based on Spatial Transformer Network for Facial Expression Recognition	6
Lung Health Analysis: Adventitious Respiratory Sound Classification Using Filterbank Energies	6
Research on Identification of Corn Disease Occurrence Degree Based on Improved ResNeXt Network	6
A Feature Extraction Method based on Local Binary Pattern Preprocessing and Wavelet Transform	6
Mask Wearing Detection Algorithm Based on Improved Tiny YOLOv3	6
Large-Scale Multi-modal Distance Metric Learning with Application to Content-Based Information Retrieval and Image Classification	6
Multimodal Medical Image Fusion Using Nonsubsampled Shearlet Transform and Smallest Uni-Value Segment Assimilating Nucleus	6
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images	5
Multi-resolution Representation for Streaming Time Series Retrieval	5
Recent Advances in 3D Human Pose Estimation: From Optimization to Implementation and Beyond	5
Bayes-Probabilistic-Based Fusion Method for Image Inpainting	5
Niblack Binarization on Document Images: Area Efficient, Low Cost, and Noise Tolerant Stochastic Architecture	5
AVS-YOLO: Object Detection in Aerial Visual Scene	5
Ontology-Based Image Classification and Annotation	5
A Driver Drowsiness Detection Scheme Based on 3D Convolutional Neural Networks	5
Infrared Target Tracking Based on Improved Particle Filtering	5
Improved Fractional-Order PSO for PID Tuning	5
Transformer Network Intelligent Flight Situation Awareness Assessment Based on Pilot Visual Gaze and Operation Behavior Data	5
Design and Application of Handicraft Recommendation System Based on Improved Hybrid Algorithm	5
Cross-Media Intelligent Perception and Retrieval Analysis Application Technology Based on Deep Learning Education	5
Multi-Level Two-Stream Fusion-Based Spatio-Temporal Attention Model for Violence Detection and Localization	5
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing	5
A Novel Steganography Algorithm Based on Quantization Table Modification and Image Scrambling in DCT Domain	5

Web Blog Content Curation Using Fuzzy-Related Capsule Network-Based Auto Encoder	5
Dynamic Coal Quantity Detection and Classification of Permanent Magnet Direct Drive Belt Conveyor Based on Machine Vision and Deep Learning	5
A Knowledge-Based System for Children’s Music Teaching Strategies Based on the Inheritance of Local Music Culture in Southern Jiangsu	5
Optimizing Routing Path Selection Method Particle Swarm Optimization	5
Supervised Anomaly Detection with Highly Imbalanced Datasets Using Capsule Networks	5
An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities	5
Optimization of Urban Bus Stops Setting Based on Data Mining	4
A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection	4
Leakage Signal Analysis of Urban Gas Pipeline Based on Improved Variational Mode Decomposition	4
A Joint Mapping and Synthesis Approach for Multiview Facial Expression Recognition	4
Vehicle Seat Detection Based on Improved RANSAC-SURF Algorithm	4
Mapping Road Based on Multiple Features and B-GVF Snake	4
Application of Local Color Simulation Method of Landscape Painting Based on Deep Learning Generative Adversarial Networks	4
Classification of Chest X-Ray Images Using Novel Adaptive Morphological Neural Networks	4
Segmentation and Synthesis of Embroidery Art Images Based on Deep Learning Convolutional Neural Networks	4
Smart Home Privacy Protection Based on the Improved LSB Information Hiding	4
Depth Image Vibration Filtering and Shadow Detection Based on Fusion and Fractional Differential	4
Intrusion Detection Based on Dynamic Gemini Population DE-K-mediods Clustering on Hadoop Platform	4
A Routing Optimization Method Based on ACA for FANETs	4
Neighborhood Learning-Based Cuckoo Search Algorithm for Global Optimization	4
Siamese Network Object Tracking Algorithm Combining Attention Mechanism and Correlation Filter Theory	4
A Robust Framework for Severity Detection of Knee Osteoarthritis Using an Efficient Deep Learning Model	4
Multi-Frame Super-Resolution Reconstruction Algorithm of Optical Remote Sensing Images Based on Double Regularization Terms and Unsupervised Learning	4
Automatic Segmentation Using Deep Convolutional Neural Networks for Tumor CT Images	4
Evaluation Model of Urban Smart Energy System Based on Improved Genetic Algorithm-Bp Neural Network	4
A New Method for Detecting Altered Text in Document Images	4
Disease Recognition of Maize Leaf Based on KNN and Feature Extraction	4
Numerical Feature Transformation-based Sequence Generation Model for Multi-disease Diagnosis	4
Upper Bounding Graph Edit Distance Based on Rings and Machine Learning	4
Improved Camera Calibration Method and Accuracy Analysis for Binocular Vision	4
Evaluation of Livable City Based on GIS and PSO-SVM: A Case Study of Hunan Province	4
Surveillance Video Coding for Traffic Scene based on Vehicle Knowledge and Shared Library by Cloud-Edge Computing in Cyber-Physical-Social Systems	4
Multi-stream Network for Human-object Interaction Detection	4
Application and Need-Based Architecture Design of Deep Neural Networks	4
DNA Computing Model for Satisfiability Problem Based on Hybridization Chain Reaction	4
Ensemble of the Deep Convolutional Network for Multiclass of Plant Disease Classification Using Leaf Images	4
An Improved Semi-supervised Variational Autoencoder with Gate Mechanism for Text Classification	4
A Fast Perceptual Surveillance Video Coding (PSVC) Based on Background Model-Driven JND Estimation	4
A New Method and Implementation of Blind Restoration Algorithm for Moving Fuzzy License Plate Image Based on Frequency-Domain Characteristics	4
Using Deep Neural Networks to Improve the Performance of Protein–Protein Interactions Prediction	4
Heterogeneous Connection and Process Anomaly Detection of Industrial Robot in Intelligent Factory	4
POGT: A Peking Opera Gesture Training System Using Infrared Sensors	4
Attention Mechanism Based on Improved Spatial-Temporal Convolutional Neural Networks for Traffic Police Gesture Recognition	4
Human Action Recognition Based on a Spatio-Temporal Video Autoencoder	4
Research on Fast Recognition Method of Complex Sorting Images Based on Deep Learning	4
Rolling Bearing Fault Diagnosis Method Based on Eigenvalue Selection and Dimension Reduction Algorithm	4
Hate and Aggression Analysis in NLP with Explainable AI	4
Method of Short-Circuit Fault Diagnosis in Transmission Line Based on Deep Learning	4
Automatic Binary Data Classification Using a Modified Allen–Cahn Equation	3
Restaurant Recommendation in Vehicle Context Based on Prediction of Traffic Conditions	3
Human Body Pose Distance Image Analysis for Action Recognition	3
Radar Waveform Design Based on Multi-Agent Reinforcement Learning	3
Underwater Image Enhancement with the Low-Rank Nonnegative Matrix Factorization Method	3
Graph Neural Network Social Recommendation Algorithm Integrating Static and Dynamic Features	3
Mental Workload Artificial Intelligence Assessment of Pilots’ EEG Based on Multi-Dimensional Data Fusion and LSTM with Attention Mechanism Model	3
Classification of Ecological Data by Deep Learning	3
Feature Extraction and Pattern Recognition Algorithm of Power Cable Partial Discharge Signal	3
A Hierarchical Approach Based on ACO and PSO by Neighborhood Operators for TSPs Solution	3
Analysis and Exploration of Open Source Data in Traffic Network Based on Scheduling Model of Bike-Sharing	3
PseKNC and Adaboost-Based Method for DNA-Binding Proteins Recognition	3
Joint Pre-Trained Chinese Named Entity Recognition Based on Bi-Directional Language Model	3
SSC-GAN: A Novel GAN Based on the Same Solution Constraints of First-Order ODEs	3
Classification and Model Method of Convolutional Features in Sketch Images Based on Deep Learning	3
HE-YOLO: Aerial Target Detection Based On Improved YOLOv3	3
CPI Big Data Prediction Based on Wavelet Twin Support Vector Machine	3
Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition	3
A Rectal CT Tumor Segmentation Method Based on Improved U-Net	3
Polymorphous Bovine Somatic Cell Recognition Based on Feature Fusion	3
Small Target Detection for Infrared Image Based on Optimal Infrared Patch-Image Model by Solving Modified Adaptive RPCA Problem	3
Low-Light Image Enhancement with Contrast Increase and Illumination Smooth	3
A Hybrid Max–Min Ant System by Levy Flight and Opposition-Based Learning	3
Mutual Information Variational Autoencoders and Its Application to Feature Extraction of Multivariate Time Series	3
Novel Leakage Detection Method by Improved Adaptive Filtering and Pattern Recognition based on Acoustic Waves	3
Multi-Extended Target Tracking Algorithm Based on VBEM-CPHD	3
The Improved Cooperative Particle Swarm Optimization (ICPSO) with Dynamic Information Adjustment and Controllable Speed and Its Application in Neural Network Optimization	3
Impact of Labeling Schemes on Dense Crowd Counting Using Convolutional Neural Networks with Multiscale Upsampling	3
Badminton Recognition and Tracking System	3
Finding Suitable Membership Functions for Mining Fuzzy Association Rules in Web Data Using Learning Automata	3
A Multiplayer Virtual Intelligent System Based on Distributed Virtual Reality	3
Multi-Modal Fusion Sign Language Recognition Based on Residual Network and Attention Mechanism	3

Association Loss and Self-Discovery Cross-Camera Anchors Detection for Unsupervised Video-Based Person Re-Identification	3
Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People	3
Design of Graph Neural Network Social Recommendation Algorithm Based on Coupling Influence	3
A Simplex Method-Based Bacterial Colony Optimization Algorithm for Data Clustering Analysis	3
Four-Stream Network and Nonsignificant Feature Learning for Visible–Infrared Person Re-Identification	3
A New Hybrid Method for Caption and Scene Text Classification in Action Video Images	3
Improved Particle Swarm Optimization Approach for Vibration Vision Measurement	3
Attribute-Guided Global and Part-Level Identity Network for Person Re-Identification	3
Small Object Detection Methods in Complex Background: An Overview	3
Deep Learning Networks-Based Action Videos Classification and Search	3
Multi-Feature Broad Learning System for Image Classification	3
k-Means Clustering with Optimal Centroid: An Optimization Insisted Model for Removing Outliers	3
Task Scheduling in Heterogeneous Computing Systems Based on Machine Learning Approach	3
Rice Variety Identification Based on the Leaf Hyperspectral Feature via LPP-SVM	3
DeepOnKHATT: An End-to-End Arabic Online Handwriting Recognition System	3
Feature Extraction of EEG Signals Based on Local Mean Decomposition and Fuzzy Entropy	3
A Hybrid Artificial Bee Colony Algorithm to Solve a New Minimum Exposure Path Problem with Various Boundary Conditions for Wireless Sensor Networks	3
Recognition of Energy-Saving Influencing Factors of Construction Project Lifecycle Based on Knowledge Map	3
Land Cover Image Segmentation Based on Individual Class Binary Masks	3
MLCE: A Multi-Label Crotch Ensemble Method for Multi-Label Classification	3
A Framework for Long-Term Tracking Based on a Global Proposal Network	3
Improved Membrane Algorithm Under the Framework of P Systems to Solve Multimodal Multiobjective Problems	3
Automatic Detection of Bridge Surface Crack Using Improved YOLOv5s	2
Lightweight Convolution Neural Network Based on Multi-Scale Parallel Fusion for Weed Identification	2
Adaptive Image Reconstruction for Defense Against Adversarial Attacks	2
Deep Learning-based Roman-Urdu to Urdu Transliteration	2
Guest Editorial	2
Actor-Critic for Multi-Agent Reinforcement Learning with Self-Attention	2
2D Multi-Person Pose Estimation Combined with Face Detection	2
Detection Algorithm of the Shipwreck Target Based on Residual Contour Information	2
Power Consumption Model of Permanent-Magnet Direct-Drive Belt Conveyor System Based on GACO–BP	2
A No-Reference Image Quality Comprehensive Assessment Method	2
Annotation-Free Word Spotting with Bag-of-Features HMMs	2
Semi-Automatic Extraction and Mapping of Farmlands Based on High-Resolution Remote Sensing Images	2
A Cleaning Control Knowledge-Based System Based on Complex Problem Solving	2
Semi-Automatic Ontology Matching Based on Interactive Compact Genetic Algorithm	2
Deep Morphological Neural Networks	2
Classification of COVID-19 Patient Based on Multilayer Perceptron Neural Networks Optimized with Garra Rufa Fish Optimization Using CT Scan Images	2
Central Feature Learning for Unsupervised Person Re-identification	2
Enhancement of Hand Gesture Recognition Using Convolutional Neural Networks Integrating a Combination of an Autoencoder Network and PCA	2
Driving State Discrimination Algorithm Based on Lightweight Network and Contrast Learning	2
Local Resultant Gradient Vector Difference and Inpainting for 3D Text Detection in the Wild	2
Computer-Aided Diagnosis Using Hybrid Technique for Fastened and Accurate Analysis of Tuberculosis Detection with Adaboost and Learning Vector Quantization	2
Image Scene Analysis Based on Improved FCN Model	2
Detection of Fiber Defects Using Keypoints and Deep Learning	2
Multi-View High Precise 3D Human Body Reconstruction Method for Virtual Fitting	2
Braille and Morse Code Based Tactile Information Coding and its Applications	2
Road Detection Based on Edge Feature with GAC Model in Aerial Image	2
Modeling a Virtual Bare-Hand Interface System Using a Robust Hand Detection Approach for HCI	2
A New Active Contours Image Segmentation Model Driven by Generalized Mean with Outlier Restoration Achievements	2
CWD2GAN: Generative Adversarial Network of Chronic Wound Depth Detection for Predicting Chronic Wound Depth	2
Genus and Species-Level Classification of Wrasse Fishes Using Multidomain Features and Extreme Learning Machine Classifier	2
Joint Learning for Pneumonia Classification and Segmentation on Medical Images	2
Regional Self-Attention Convolutional Neural Network for Facial Expression Recognition	2
An Improved DE Algorithm for Solving Multi-Furnace Optimal Scheduling of Single Crystal Silicon Production	2
Neural Network-Based Method for Early Diagnosis of Autism Spectral Disorder Head-Banging Behavior from Recorded Videos	2
Adaptively Allocating Constraint-Handling Techniques for Constrained Multi-objective Optimization Problems	2
Sit-to-Stand Test for Neurodegenerative Diseases Video Classification	2
Driver Fatigue Detection Based On Facial Feature Analysis	2
Image Stripe Noise Removal Based on Compressed Sensing	2
A Control Strategy for Unmanned Surface Vehicles Flocking	2
Spatiotemporal Detection and Localization of Object Removal Video Forgery with Multiple Feature Extraction and Optimized Residual Network	2
Temporal-Variation Skeleton Point Correction Algorithm for Improved Accuracy of Human Action Recognition	2
A Safe Zone SMOTE Oversampling Algorithm Used in Earthquake Prediction Based on Extreme Imbalanced Precursor Data	2
YOLO-F: YOLO for Flame Detection	2
Video Stream Gender Classification Using Shallow CNN	2
CRMNet: Development of a Deep-Learning-Based Anchor-Free Detection Method for Illegal Building Objects	2
Cancelable Multibiometrics Template Security Using Deep Binarization and Secure Hashing	2
Unsupervised Feature Selection Based on Spectral Clustering with Maximum Relevancy and Minimum Redundancy Approach	2
Application of Differential Evolution Cuckoo Search Algorithm in Parameter Optimization of VG Equation	2
CPRO: Competitive Poor and Rich Optimizer-Enabled Deep Learning Model and Holoentropy Weighted-Power K-Means Clustering for Brain Tumor Classification Using MRI	2
Class Highlight Generative Adversarial Networks for Strip Steel Defect Classification	2
SMOTE-LMKNN: A Synthetic Minority Oversampling Technique Based on Local Means-Based k-Nearest Neighbor	2
A New Intelligent Learning Diagnosis Method Constructed Based on Concept Map	2
Anisotropic Diffusion Combined with Nonconvex Functional for Noise Image Segmentation	2
Towards Wide Range Tracking of Head Scanning Movement in Driving	2
Geometric Positioning and Color Recognition of Greenhouse Electric Work Robot Based on Visual Processing	2
Improving the Classification Rate of Insulation Defects in Power Cables by Automatic Features Extraction and Sample Augmentation of Partial Discharge Signal	2
Short-Packet Transmission in Irregular Repetition Slotted ALOHA System Over the Rayleigh Fading Channel	2
Automated SAR Image Segmentation and Classification Using Modified Deep Learning	2
MVPO Predictor: Deep Learning-Based Tumor Classification and Survival Prediction of Brain Tumor Patients with MRI Using Multi-Verse Political Optimizer	2
Optimized Convolutional Neural Network for Robust Crop/Weed Classification	2
Anomaly Detection for Industrial Control Networks Based on Improved One-Class Support Vector Machine	2
Module Against Power Consumption Attacks for Trustworthiness of Vehicular AI Chips in Wide Temperature Range	2
Video Human Behavior Recognition Based on ISA Deep Network Model	2
DMS-SK/BLSTM-CTC Hybrid Network for Gesture/Speech Fusion and Its Application in Lunar Robot–Astronauts Interaction	2
Chaos Glowworm Swarm Optimization Algorithm Based on Cloud Model for Face Recognition	2
An Approach to Target Reselection for Anti-Ship Missile Against Centroid Jamming with Accurate Tracking Information	2
Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network	2
Development of an Indoor Intelligent Lighting System Based on Occupants’ Positioning	2
Falling Detection Research Based on Elderly Behavior Infrared Video Image Contours Ellipse Fitting	2
Multiple-AGV Path Planning Method for Two Industrial Links	2
Erratum: A Knowledge-Based System for Children’s Music Teaching Strategies Based on the Inheritance of Local Music Culture in Southern Jiangsu	2
AACO: Aquila Anti-Coronavirus Optimization-Based Deep LSTM Network for Road Accident and Severity Detection	2
A New Deeply Convolutional Neural Network Architecture for Retinal Blood Vessel Segmentation	2