Pattern Recognition

Article	Citations
U2-Net: Going deeper with nested U-structure for salient object detection	1147
Sensor-based and vision-based human activity recognition: A comprehensive survey	317
Binary neural networks: A survey	304
Hypergraph convolution and hypergraph attention	286
Reconstruction by inpainting for visual anomaly detection	272
Understanding adversarial attacks on deep learning based medical image analysis systems	258
A review of methods for imbalanced multi-label classification	187
Cross-modality deep feature learning for brain tumor segmentation	182
3D Object Detection for Autonomous Driving: A Survey	175
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments	175
Hierarchical dense recursive network for image super-resolution	175
Knowledge base graph embedding module design for Visual question answering model	172
An effective CNN and Transformer complementary network for medical image segmentation	172
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	172
Feature selection using bare-bones particle swarm optimization with mutual information	161
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	147
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients	145
Financial time series forecasting with multi-modality graph neural network	143
Action Transformer: A self-attention model for short-time pose-based human action recognition	142
Random vector functional link neural network based ensemble deep learning	142
Handling incomplete heterogeneous data using VAEs	138
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images	137
Deep co-training for semi-supervised image segmentation	134
Visual place recognition: A survey from deep learning perspective	134
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection	134

Neighborhood linear discriminant analysis	129
Pruning by explaining: A novel criterion for deep neural network pruning	129
Multi-stage image denoising with the wavelet transform	127
A CenterNet++ model for ship detection in SAR images	126
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays	125
Video anomaly detection with spatio-temporal dissociation	119
Learning attention-guided pyramidal features for few-shot fine-grained recognition	119
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images	119
Uncertainty estimation for stereo matching based on evidential deep learning	118
Point attention network for semantic segmentation of 3D point clouds	116
Deep neural networks-based relevant latent representation learning for hyperspectral image classification	115
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles	112
A review of lane detection methods based on deep learning	111
Image denoising using complex-valued deep CNN	109
BLOCK-DBSCAN: Fast clustering for large scale data	107
MetaMed: Few-shot medical image classification using gradient-based meta-learning	105
Structured graph learning for clustering and semi-supervised classification	105
Multistage attention network for image inpainting	103
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix	102
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference	100
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images	98
Hyper-sausage coverage function neuron model and learning algorithm for image classification	97
A novel hybrid approach for crack detection	96
A two-stage hybrid ant colony optimization for high-dimensional feature selection	95
HCFNN: High-order coverage function neural network for image classification	94
A comprehensive survey of multi-view video summarization	93
TPM: Multiple object tracking with tracklet-plane matching	91
Nonlocal patch similarity based heterogeneous remote sensing change detection	89
A polarization fusion network with geometric feature embedding for SAR ship classification	89
DMT: Dynamic mutual training for semi-supervised learning	88
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging	88
MASTER: Multi-aspect non-local network for scene text recognition	88
Spatiotemporal consistency-enhanced network for video anomaly detection	87
Optical flow and scene flow estimation: A survey	87
Robust deepk-means: An effective and simple method for data clustering	86
Tackling mode collapse in multi-generator GANs with orthogonal vectors	84
Blitz-SLAM: A semantic SLAM in dynamic environments	84
Feature selection with kernelized multi-class support vector machine	84
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network	83
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	81
Improving the accuracy of global forecasting models using time series data augmentation	81
Self-restrained triplet loss for accurate masked face recognition	80
Mean-shift outlier detection and filtering	79
Two-step domain adaptation for underwater image enhancement	79
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron	78
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks	78
Robust semi-supervised nonnegative matrix factorization for image clustering	78
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
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions	77

HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images	76
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification	76
Density peaks clustering based on density backbone and fuzzy neighborhood	76
Towards Non-I.I.D. image classification: A dataset and baselines	75
Efficient densely connected convolutional neural networks	75
Explainable skin lesion diagnosis using taxonomies	74
Exploring global diverse attention via pairwise temporal relation for video summarization	72
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation	71
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection	71
Cross-modal knowledge reasoning for knowledge-based visual question answering	70
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images	69
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network	69
TextMountain: Accurate scene text detection via instance segmentation	69
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network	69
Deep learning for image inpainting: A survey	68
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation	68
Binary coyote optimization algorithm for feature selection	68
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate	68
Learning efficient, explainable and discriminative representations for pulmonary nodules classification	67
Efficient semantic segmentation with pyramidal fusion	67
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs	67
PRRNet: Pixel-Region relation network for face forgery detection	66
Visual SLAM for robot navigation in healthcare facility	66
Deep features for person re-identification on metric learning	66
Pedestrian trajectory prediction with convolutional neural networks	65
Density peak clustering based on relative density relationship	65
Hyperspectral super-resolution via coupled tensor ring factorization	65
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19	65
Pedestrian attribute recognition: A survey	64
OAENet: Oriented attention ensemble for accurate facial expression recognition	64
Implementing transfer learning across different datasets for time series forecasting	64
Digital hair removal by deep learning for skin lesion segmentation	64
Discriminative subspace matrix factorization for multiview data clustering	63
Segmentation information with attention integration for classification of breast tumor in ultrasound image	63
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)	63
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition	63
Contextual ensemble network for semantic segmentation	62
CANet: Co-attention network for RGB-D semantic segmentation	62
Learning common and label-specific features for multi-Label classification with correlation information	62
Multi-label feature selection via manifold regularization and dependence maximization	62
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval	61
Infrared small target detection via adaptive M-estimator ring top-hat transformation	61
Towards using count-level weak supervision for crowd counting	61
SDUNet: Road extraction via spatial enhanced and densely connected UNet	61
Delving deep into spatial pooling for squeeze-and-excitation networks	61
Spectral rotation for deep one-step clustering	61
Feature wise normalization: An effective way of normalizing data	60
Plant leaf recognition by integrating shape and texture features	60
Cross-level Feature Aggregation Network for Polyp Segmentation	60
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network	60
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection	59
Structure-aware human pose estimation with graph convolutional networks	59
Attribute and instance weighted naive Bayes	59
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation	59
Consistent and diverse multi-View subspace clustering with structure constraint	59
An approach to boundary detection for 3D point clouds based on DBSCAN clustering	58
Local descriptor-based multi-prototype network for few-shot Learning	58
Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery	58
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection	58
Fast sparse coding networks for anomaly detection in videos	58
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection	58
Image super-resolution via channel attention and spatial graph convolutional network	57
A survey on heterogeneous network representation learning	57
EANet: Iterative edge attention network for medical image segmentation	57
A full data augmentation pipeline for small object detection based on generative adversarial networks	56
Finding compact and well-separated clusters: Clustering using silhouette coefficients	55
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding	54
Multinomial random forest	54
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder	54
Batch normalization embeddings for deep domain generalization	54
Detection of COVID-19 from speech signal using bio-inspired based cepstral features	54
An empirical study of the impact of masks on face recognition	54
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images	53
Fine-grained action recognition using dynamic kernels	53
A survey on text generation using generative adversarial networks	52
One-vs-One classification for deep neural networks	52
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system	52
Active k-labelsets ensemble for multi-label classification	52
Person identification using EEG channel selection with hybrid flower pollination algorithm	52
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions	51

MPCCT: Multimodal vision-language learning paradigm with context-based compact Transformer	51
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease	51
Dirichlet Variational Autoencoder	51
Deep feature augmentation for occluded image classification	51
Manifold learning with structured subspace for multi-label feature selection	50
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression	50
TETFN: A text enhanced transformer fusion network for multimodal sentiment analysis	50
Deep-seated features histogram: A novel image retrieval method	50
Projected fuzzy C-means clustering with locality preservation	50
Pairwise dependence-based unsupervised feature selection	50
A novel consensus learning approach to incomplete multi-view clustering	50
Scale variance minimization for unsupervised domain adaptation in image segmentation	49
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation	48
An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis	48
CubeNet: X-shape connection for camouflaged object detection	48
Low-rank adaptive graph embedding for unsupervised feature extraction	48
Deep anomaly detection with self-supervised learning and adversarial training	48
DenMune: Density peak based clustering using mutual nearest neighbors	48
Spatial information enhancement network for 3D object detection from point cloud	48
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules	48
Incomplete multi-view clustering with cosine similarity	47
Unsupervised meta-learning for few-shot learning	47
Pay attention to what you read: Non-recurrent handwritten text-Line recognition	47
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	47
Human trajectory prediction and generation using LSTM models and GANs	47
Real-time and light-weighted unsupervised video object segmentation network	46
A cascade reconstruction model with generalization ability evaluation for anomaly detection in videos	46
BADet: Boundary-Aware 3D Object Detection from Point Clouds	46
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities	46
MFSNet: A multi focus segmentation network for skin lesion segmentation	46
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting	46
Graph Clustering via Variational Graph Embedding	46
Learning spatiotemporal embedding with gated convolutional recurrent networks for translation initiation site prediction	46
Unsupervised deep clustering via contractive feature representation and focal loss	45
Simplified unsupervised image translation for semantic segmentation adaptation	45
Co-attentive multi-task convolutional neural network for facial expression recognition	45
Multi-attention augmented network for single image super-resolution	45
Deep attention aware feature learning for person re-Identification	45
Unsupervised video anomaly detection via normalizing flows with implicit latent features	45
HAM: Hybrid attention module in deep convolutional neural networks for image classification	44
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition	44
Graph regularized locally linear embedding for unsupervised feature selection	44
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering	44
Discrete online cross-modal hashing	44
Infrared small target segmentation networks: A survey	44
Tripool: Graph triplet pooling for 3D skeleton-based action recognition	44
Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease	44
Adaptive iterative attack towards explainable adversarial robustness	44
Relation-aware dynamic attributed graph attention network for stocks recommendation	43
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes	43
Generative attention adversarial classification network for unsupervised domain adaptation	43
Time-series averaging and local stability-weighted dynamic time warping for online signature verification	43
Multi-dimensional classification via kNN feature augmentation	43
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	42
Efficient k-nearest neighbor search based on clustering and adaptive 42
Pedestrian detection with super-resolution reconstruction for low-quality image	42
Real masks and spoof faces: On the masked face presentation attack detection	42
Low-rank quaternion tensor completion for recovering color videos and images	41
Collaborative feature-weighted multi-view fuzzy c-means clustering	41
Deep metric learning for few-shot image classification: A Review of recent developments	41
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images	41
Single image super-resolution based on directional variance attention network	41
Deep mutual learning for visual object tracking	41
SWIPENET: Object detection in noisy underwater scenes	41
Explainable boosted linear regression for time series forecasting	41
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	41
Deep neighbor-aware embedding for node clustering in attributed graphs	40
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks	40
Deep residual pooling network for texture recognition	40
Dual self-attention with co-attention networks for visual question answering	40
CNAK: Cluster number assisted K-means	40
Contour-enhanced attention CNN for CT-based COVID-19 segmentation	40
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning	40
Learning EEG topographical representation for classification via convolutional neural network	40
Part-guided graph convolution networks for person re-identification	40
On the stability of persistent entropy and new summary functions for topological data analysis	40
SAPENet: Self-Attention based Prototype Enhancement Network for Few-shot Learning	40
Guided image filtering in shape-from-focus: A comparative analysis	39
GPNet: Gated pyramid network for semantic segmentation	39
Video anomaly detection and localization using motion-field shape description and homogeneity testing	39
Deep Matching Network for Handwritten Chinese Character Recognition	39
AI-Based human audio processing for COVID-19: A comprehensive overview	39
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	39
Deep transductive network for generalized zero shot learning	39
Gated CNN: Integrating multi-scale feature layers for object detection	39
Robust feature matching using guided local outlier factor	39
Head pose estimation using deep neural networks and 3D point clouds	39
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering	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
MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization	38
STAN: A sequential transformation attention-based network for scene text recognition	38
SAR-to-optical image translation based on improved CGAN	38
Multi-scale signed recurrence plot based time series classification using inception architectural networks	38
Automatic medical image interpretation: State of the art and future directions	38