Pattern Recognition

Article	Citations
Sensor-based and vision-based human activity recognition: A comprehensive survey	330
Hypergraph convolution and hypergraph attention	299
Reconstruction by inpainting for visual anomaly detection	288
Understanding adversarial attacks on deep learning based medical image analysis systems	269
A review of methods for imbalanced multi-label classification	203
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	190
An effective CNN and Transformer complementary network for medical image segmentation	189
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments	186
Cross-modality deep feature learning for brain tumor segmentation	183
3D Object Detection for Autonomous Driving: A Survey	182
Hierarchical dense recursive network for image super-resolution	176
Knowledge base graph embedding module design for Visual question answering model	174
Feature selection using bare-bones particle swarm optimization with mutual information	168
Financial time series forecasting with multi-modality graph neural network	151
Random vector functional link neural network based ensemble deep learning	151
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	149
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients	147
Visual place recognition: A survey from deep learning perspective	144
Action Transformer: A self-attention model for short-time pose-based human action recognition	143
Handling incomplete heterogeneous data using VAEs	140
Multi-stage image denoising with the wavelet transform	139
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images	138
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection	137
Deep co-training for semi-supervised image segmentation	135
Neighborhood linear discriminant analysis	133

A CenterNet++ model for ship detection in SAR images	133
Pruning by explaining: A novel criterion for deep neural network pruning	132
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays	126
Uncertainty estimation for stereo matching based on evidential deep learning	122
Video anomaly detection with spatio-temporal dissociation	121
Learning attention-guided pyramidal features for few-shot fine-grained recognition	120
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images	120
Point attention network for semantic segmentation of 3D point clouds	118
Deep neural networks-based relevant latent representation learning for hyperspectral image classification	117
A review of lane detection methods based on deep learning	115
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles	114
BLOCK-DBSCAN: Fast clustering for large scale data	113
Image denoising using complex-valued deep CNN	111
Structured graph learning for clustering and semi-supervised classification	110
MetaMed: Few-shot medical image classification using gradient-based meta-learning	106
A novel hybrid approach for crack detection	104
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images	103
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference	103
Hyper-sausage coverage function neuron model and learning algorithm for image classification	100
Optical flow and scene flow estimation: A survey	99
DMT: Dynamic mutual training for semi-supervised learning	97
HCFNN: High-order coverage function neural network for image classification	96
A two-stage hybrid ant colony optimization for high-dimensional feature selection	96
MASTER: Multi-aspect non-local network for scene text recognition	94
A comprehensive survey of multi-view video summarization	94
TPM: Multiple object tracking with tracklet-plane matching	94
Nonlocal patch similarity based heterogeneous remote sensing change detection	93
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network	91
A polarization fusion network with geometric feature embedding for SAR ship classification	91
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions	90
Blitz-SLAM: A semantic SLAM in dynamic environments	90
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging	90
Spatiotemporal consistency-enhanced network for video anomaly detection	89
Robust deepk-means: An effective and simple method for data clustering	89
Tackling mode collapse in multi-generator GANs with orthogonal vectors	87
Improving the accuracy of global forecasting models using time series data augmentation	85
Feature selection with kernelized multi-class support vector machine	84
Two-step domain adaptation for underwater image enhancement	84
Mean-shift outlier detection and filtering	83
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	83
Self-restrained triplet loss for accurate masked face recognition	82
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron	80
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks	80
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images	80
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification	79
Robust semi-supervised nonnegative matrix factorization for image clustering	79
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network	78
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images	77
Explainable skin lesion diagnosis using taxonomies	76
Towards Non-I.I.D. image classification: A dataset and baselines	76

Density peaks clustering based on density backbone and fuzzy neighborhood	76
Efficient densely connected convolutional neural networks	75
Exploring global diverse attention via pairwise temporal relation for video summarization	75
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection	74
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation	73
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation	72
Cross-modal knowledge reasoning for knowledge-based visual question answering	71
Efficient semantic segmentation with pyramidal fusion	71
Cross-level Feature Aggregation Network for Polyp Segmentation	71
Deep learning for image inpainting: A survey	71
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network	70
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network	70
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images	70
Learning efficient, explainable and discriminative representations for pulmonary nodules classification	70
TextMountain: Accurate scene text detection via instance segmentation	70
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate	69
PRRNet: Pixel-Region relation network for face forgery detection	68
Binary coyote optimization algorithm for feature selection	68
Visual SLAM for robot navigation in healthcare facility	68
Digital hair removal by deep learning for skin lesion segmentation	67
Deep features for person re-identification on metric learning	66
Density peak clustering based on relative density relationship	66
Contextual ensemble network for semantic segmentation	66
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19	66
Implementing transfer learning across different datasets for time series forecasting	66
CANet: Co-attention network for RGB-D semantic segmentation	66
Hyperspectral super-resolution via coupled tensor ring factorization	65
Learning common and label-specific features for multi-Label classification with correlation information	65
Pedestrian trajectory prediction with convolutional neural networks	65
Pedestrian attribute recognition: A survey	65
Discriminative subspace matrix factorization for multiview data clustering	65
Delving deep into spatial pooling for squeeze-and-excitation networks	65
Segmentation information with attention integration for classification of breast tumor in ultrasound image	65
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)	65
Multi-label feature selection via manifold regularization and dependence maximization	64
OAENet: Oriented attention ensemble for accurate facial expression recognition	64
Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery	64
An approach to boundary detection for 3D point clouds based on DBSCAN clustering	63
Infrared small target detection via adaptive M-estimator ring top-hat transformation	63
Feature wise normalization: An effective way of normalizing data	63
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition	63
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval	62
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation	62
Towards using count-level weak supervision for crowd counting	62
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network	62
SDUNet: Road extraction via spatial enhanced and densely connected UNet	62
Finding compact and well-separated clusters: Clustering using silhouette coefficients	61
Plant leaf recognition by integrating shape and texture features	61
Consistent and diverse multi-View subspace clustering with structure constraint	61
A full data augmentation pipeline for small object detection based on generative adversarial networks	60
EANet: Iterative edge attention network for medical image segmentation	60
Fast sparse coding networks for anomaly detection in videos	60
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection	59
Local descriptor-based multi-prototype network for few-shot Learning	59
Attribute and instance weighted naive Bayes	59
Batch normalization embeddings for deep domain generalization	59
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection	59
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection	58
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding	58
A survey on heterogeneous network representation learning	57
MPCCT: Multimodal vision-language learning paradigm with context-based compact Transformer	57
Image super-resolution via channel attention and spatial graph convolutional network	57
An empirical study of the impact of masks on face recognition	55
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder	55
Fine-grained action recognition using dynamic kernels	55
Multinomial random forest	55
Detection of COVID-19 from speech signal using bio-inspired based cepstral features	54
Active k-labelsets ensemble for multi-label classification	54
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images	54
TETFN: A text enhanced transformer fusion network for multimodal sentiment analysis	52
A survey on text generation using generative adversarial networks	52
Deep anomaly detection with self-supervised learning and adversarial training	52
One-vs-One classification for deep neural networks	52
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions	52
Pay attention to what you read: Non-recurrent handwritten text-Line recognition	52
CubeNet: X-shape connection for camouflaged object detection	52
Spatial information enhancement network for 3D object detection from point cloud	52
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system	52
Pairwise dependence-based unsupervised feature selection	51
An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis	51

Dirichlet Variational Autoencoder	51
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease	51
Deep feature augmentation for occluded image classification	51
A novel consensus learning approach to incomplete multi-view clustering	51
Deep-seated features histogram: A novel image retrieval method	50
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules	50
Scale variance minimization for unsupervised domain adaptation in image segmentation	50
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression	50
Manifold learning with structured subspace for multi-label feature selection	50
Projected fuzzy C-means clustering with locality preservation	50
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation	50
BADet: Boundary-Aware 3D Object Detection from Point Clouds	49
Human trajectory prediction and generation using LSTM models and GANs	49
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	49
DenMune: Density peak based clustering using mutual nearest neighbors	49
Co-attentive multi-task convolutional neural network for facial expression recognition	48
Incomplete multi-view clustering with cosine similarity	48
HAM: Hybrid attention module in deep convolutional neural networks for image classification	48
Deep attention aware feature learning for person re-Identification	48
Low-rank adaptive graph embedding for unsupervised feature extraction	48
Learning spatiotemporal embedding with gated convolutional recurrent networks for translation initiation site prediction	48
A cascade reconstruction model with generalization ability evaluation for anomaly detection in videos	47
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting	47
Graph Clustering via Variational Graph Embedding	47
Unsupervised video anomaly detection via normalizing flows with implicit latent features	47
MFSNet: A multi focus segmentation network for skin lesion segmentation	47
Unsupervised meta-learning for few-shot learning	47
Unsupervised deep clustering via contractive feature representation and focal loss	46
Relation-aware dynamic attributed graph attention network for stocks recommendation	46
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities	46
Infrared small target segmentation networks: A survey	46
Real-time and light-weighted unsupervised video object segmentation network	46
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition	46
Single image super-resolution based on directional variance attention network	46
Multi-attention augmented network for single image super-resolution	45
Tripool: Graph triplet pooling for 3D skeleton-based action recognition	45
Efficient k-nearest neighbor search based on clustering and adaptive 45
Discrete online cross-modal hashing	45
Hybrid routing transformer for zero-shot learning	44
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering	44
Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease	44
Time-series averaging and local stability-weighted dynamic time warping for online signature verification	44
Graph regularized locally linear embedding for unsupervised feature selection	44
Low-rank quaternion tensor completion for recovering color videos and images	43
Generative attention adversarial classification network for unsupervised domain adaptation	43
Deep metric learning for few-shot image classification: A Review of recent developments	43
SAR-to-optical image translation based on improved CGAN	43
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images	43
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	43
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes	43
Real masks and spoof faces: On the masked face presentation attack detection	43
Collaborative feature-weighted multi-view fuzzy c-means clustering	43
Part-guided graph convolution networks for person re-identification	42
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	42
Pedestrian detection with super-resolution reconstruction for low-quality image	42
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks	42
On the stability of persistent entropy and new summary functions for topological data analysis	42
SWIPENET: Object detection in noisy underwater scenes	42
Explainable boosted linear regression for time series forecasting	42
Deep mutual learning for visual object tracking	42
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering	41
Head pose estimation using deep neural networks and 3D point clouds	41
CNAK: Cluster number assisted K-means	41
Multi-scale signed recurrence plot based time series classification using inception architectural networks	41
Dual self-attention with co-attention networks for visual question answering	41
Robust feature matching using guided local outlier factor	41
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	41
SAPENet: Self-Attention based Prototype Enhancement Network for Few-shot Learning	40
Deep Matching Network for Handwritten Chinese Character Recognition	40
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning	40
Deep neighbor-aware embedding for node clustering in attributed graphs	40
Contour-enhanced attention CNN for CT-based COVID-19 segmentation	40
Deep residual pooling network for texture recognition	40
GPNet: Gated pyramid network for semantic segmentation	40
MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization	40
AI-Based human audio processing for COVID-19: A comprehensive overview	39
Automatic medical image interpretation: State of the art and future directions	39
Guided image filtering in shape-from-focus: A comparative analysis	39
Noise-robust oversampling for imbalanced data classification	39
Accurate detection of COVID-19 patients based on distance biased Naïve Bayes (DBNB) classification strategy	39
STAN: A sequential transformation attention-based network for scene text recognition	39
Mutual information based feature subset selection in multivariate time series classification	38
Dual space latent representation learning for unsupervised feature selection	38
Dual feature extraction network for hyperspectral image analysis	38
Dense extreme inception network for edge detection	38
TCCFusion: An infrared and visible image fusion method based on transformer and cross correlation	38
Expand globally, shrink locally: Discriminant multi-label learning with missing labels	38
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	38
An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection	38
Learning hybrid ranking representation for person re-identification	38
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	38
Arbitrary-view human action recognition via novel-view action generation	37
Joint discriminative feature learning for multimodal finger recognition	37
Aberrance suppressed spatio-temporal correlation filters for visual object tracking	37
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface	37