Pattern Recognition

Article	Citations
U2-Net: Going deeper with nested U-structure for salient object detection	897
Binary neural networks: A survey	273
Sensor-based and vision-based human activity recognition: A comprehensive survey	269
Unsupervised domain adaptive re-identification: Theory and practice	227
Hypergraph convolution and hypergraph attention	211
Understanding adversarial attacks on deep learning based medical image analysis systems	209
Reconstruction by inpainting for visual anomaly detection	208
Knowledge base graph embedding module design for Visual question answering model	158
Cross-modality deep feature learning for brain tumor segmentation	157
A review of methods for imbalanced multi-label classification	151
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments	150
Hierarchical dense recursive network for image super-resolution	146
Deep support vector machine for hyperspectral image classification	146
Feature selection using bare-bones particle swarm optimization with mutual information	135
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	130
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients	129
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images	129
Handling incomplete heterogeneous data using VAEs	122
3D Object Detection for Autonomous Driving: A Survey	116
Action Transformer: A self-attention model for short-time pose-based human action recognition	115
Deep co-training for semi-supervised image segmentation	114
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays	114
Random vector functional link neural network based ensemble deep learning	113
Uncertainty estimation for stereo matching based on evidential deep learning	111
A CenterNet++ model for ship detection in SAR images	110

Visual place recognition: A survey from deep learning perspective	110
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	109
Pruning by explaining: A novel criterion for deep neural network pruning	106
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images	105
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection	105
Neighborhood linear discriminant analysis	104
Financial time series forecasting with multi-modality graph neural network	102
Radial-Based Undersampling for imbalanced data classification	98
A review of lane detection methods based on deep learning	97
Image denoising using complex-valued deep CNN	96
Deep neural networks-based relevant latent representation learning for hyperspectral image classification	96
Structured graph learning for clustering and semi-supervised classification	95
Point attention network for semantic segmentation of 3D point clouds	95
BLOCK-DBSCAN: Fast clustering for large scale data	94
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles	94
An effective CNN and Transformer complementary network for medical image segmentation	94
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix	92
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference	90
Multistage attention network for image inpainting	89
Multi-stage image denoising with the wavelet transform	89
CAGNet: Content-Aware Guidance for Salient Object Detection	88
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images	88
A reduced universum twin support vector machine for class imbalance learning	85
Video anomaly detection with spatio-temporal dissociation	82
A novel hybrid approach for crack detection	81
TPM: Multiple object tracking with tracklet-plane matching	81
Correlation-aware adversarial domain adaptation and generalization	80
MetaMed: Few-shot medical image classification using gradient-based meta-learning	80
Learning attention-guided pyramidal features for few-shot fine-grained recognition	80
A comprehensive survey of multi-view video summarization	80
MDFN: Multi-scale deep feature learning network for object detection	79
MASTER: Multi-aspect non-local network for scene text recognition	78
UcoSLAM: Simultaneous localization and mapping by fusion of keypoints and squared planar markers	78
Nonlocal patch similarity based heterogeneous remote sensing change detection	77
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging	75
Hyper-sausage coverage function neuron model and learning algorithm for image classification	75
HCFNN: High-order coverage function neural network for image classification	75
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images	74
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks	72
A two-stage hybrid ant colony optimization for high-dimensional feature selection	72
Multi-camera multi-player tracking with deep player identification in sports video	72
Robust deepk-means: An effective and simple method for data clustering	71
A polarization fusion network with geometric feature embedding for SAR ship classification	70
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	70
Feature selection with kernelized multi-class support vector machine	69
DMT: Dynamic mutual training for semi-supervised learning	69
Identity-aware CycleGAN for face photo-sketch synthesis and recognition	69
Robust semi-supervised nonnegative matrix factorization for image clustering	68
Optical flow and scene flow estimation: A survey	67
Density peaks clustering based on density backbone and fuzzy neighborhood	67

Two-step domain adaptation for underwater image enhancement	66
Improving the accuracy of global forecasting models using time series data augmentation	66
Self-restrained triplet loss for accurate masked face recognition	64
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network	64
Exploring global diverse attention via pairwise temporal relation for video summarization	64
Tackling mode collapse in multi-generator GANs with orthogonal vectors	64
Towards Non-I.I.D. image classification: A dataset and baselines	64
Explainable skin lesion diagnosis using taxonomies	64
TextMountain: Accurate scene text detection via instance segmentation	63
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network	63
Efficient densely connected convolutional neural networks	62
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network	62
Mean-shift outlier detection and filtering	61
Spatiotemporal consistency-enhanced network for video anomaly detection	61
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs	60
Semi-supervised robust deep neural networks for multi-label image classification	60
Density peak clustering based on relative density relationship	59
Blitz-SLAM: A semantic SLAM in dynamic environments	59
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images	59
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation	58
Spectral rotation for deep one-step clustering	58
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images	58
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19	58
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification	58
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network	58
Ensemble deep learning for automated visual classification using EEG signals	57
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)	57
Deep features for person re-identification on metric learning	57
Learning efficient, explainable and discriminative representations for pulmonary nodules classification	57
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition	57
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation	56
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection	56
Efficient semantic segmentation with pyramidal fusion	56
PRRNet: Pixel-Region relation network for face forgery detection	56
Discriminative subspace matrix factorization for multiview data clustering	56
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate	56
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron	56
Binary coyote optimization algorithm for feature selection	56
Attribute and instance weighted naive Bayes	55
Visual SLAM for robot navigation in healthcare facility	55
Implementing transfer learning across different datasets for time series forecasting	55
Auto-weighted multi-view co-clustering via fast matrix factorization	55
Human activity recognition from UAV-captured video sequences	54
Infrared small target detection via adaptive M-estimator ring top-hat transformation	54
Segmentation information with attention integration for classification of breast tumor in ultrasound image	54
Structure-aware human pose estimation with graph convolutional networks	54
A novel density-based clustering algorithm using nearest neighbor graph	54
Cross-modal knowledge reasoning for knowledge-based visual question answering	54
Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps	53
Pedestrian attribute recognition: A survey	53
Contextual ensemble network for semantic segmentation	53
OAENet: Oriented attention ensemble for accurate facial expression recognition	52
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection	52
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network	51
Image super-resolution via channel attention and spatial graph convolutional network	51
Towards explaining anomalies: A deep Taylor decomposition of one-class models	51
Deep and joint learning of longitudinal data for Alzheimer's disease prediction	51
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images	51
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection	51
SDUNet: Road extraction via spatial enhanced and densely connected UNet	51
Hyperspectral super-resolution via coupled tensor ring factorization	50
Towards using count-level weak supervision for crowd counting	50
Semantic-aware scene recognition	50
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation	50
Modality-specific and shared generative adversarial network for cross-modal retrieval	50
Detection of COVID-19 from speech signal using bio-inspired based cepstral features	50
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval	50
Deep morphological networks	49
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder	49
Consistent and diverse multi-View subspace clustering with structure constraint	49
Plant leaf recognition by integrating shape and texture features	49
Pedestrian trajectory prediction with convolutional neural networks	48
Digital hair removal by deep learning for skin lesion segmentation	48
Person identification using EEG channel selection with hybrid flower pollination algorithm	48
One-vs-One classification for deep neural networks	48
Deformable face net for pose invariant face recognition	48
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression	48
F-measure curves: A tool to visualize classifier performance under imbalance	48
New fractional-order Legendre-Fourier moments for pattern recognition applications	48
An empirical study of the impact of masks on face recognition	48

Fine-grained action recognition using dynamic kernels	48
A novel image-dehazing network with a parallel attention block	47
Multi-label feature selection with shared common mode	47
Fast sparse coding networks for anomaly detection in videos	47
Scene recognition: A comprehensive survey	47
An approach to boundary detection for 3D point clouds based on DBSCAN clustering	47
Dirichlet Variational Autoencoder	46
CANet: Co-attention network for RGB-D semantic segmentation	46
Graph convolutional network with structure pooling and joint-wise channel attention for action recognition	46
Local descriptor-based multi-prototype network for few-shot Learning	46
Active k-labelsets ensemble for multi-label classification	46
A survey on heterogeneous network representation learning	46
Pairwise dependence-based unsupervised feature selection	45
Deep feature augmentation for occluded image classification	45
Scale variance minimization for unsupervised domain adaptation in image segmentation	45
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions	45
SGM-Net: Skeleton-guided multimodal network for action recognition	45
Complex Contourlet-CNN for polarimetric SAR image classification	44
Delving deep into spatial pooling for squeeze-and-excitation networks	44
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding	44
Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery	44
Feature wise normalization: An effective way of normalizing data	43
EANet: Iterative edge attention network for medical image segmentation	43
Deep learning for image inpainting: A survey	43
Multinomial random forest	42
Adaptive iterative attack towards explainable adversarial robustness	42
Deep-seated features histogram: A novel image retrieval method	42
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules	42
Low-rank adaptive graph embedding for unsupervised feature extraction	41
A survey on text generation using generative adversarial networks	41
Ensemble Selection based on Classifier Prediction Confidence	41
Multi-label feature selection via manifold regularization and dependence maximization	41
Batch normalization embeddings for deep domain generalization	41
Simplified unsupervised image translation for semantic segmentation adaptation	41
Appropriateness of performance indices for imbalanced data classification: An analysis	41
Deep anomaly detection with self-supervised learning and adversarial training	41
Learning motion representation for real-time spatio-temporal action localization	41
Real masks and spoof faces: On the masked face presentation attack detection	41
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection	41
Human trajectory prediction and generation using LSTM models and GANs	40
Learning common and label-specific features for multi-Label classification with correlation information	40
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease	40
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	40
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation	40
Training data independent image registration using generative adversarial networks and domain adaptation	40
Tripool: Graph triplet pooling for 3D skeleton-based action recognition	39
Manifold learning with structured subspace for multi-label feature selection	39
Guided image filtering in shape-from-focus: A comparative analysis	39
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities	39
Time-series averaging and local stability-weighted dynamic time warping for online signature verification	39
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering	39
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes	39
BADet: Boundary-Aware 3D Object Detection from Point Clouds	39
Pay attention to what you read: Non-recurrent handwritten text-Line recognition	38
A novel consensus learning approach to incomplete multi-view clustering	38
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting	38
Active emulation of computer codes with Gaussian processes – Application to remote sensing	38
Projected fuzzy C-means clustering with locality preservation	38
DenMune: Density peak based clustering using mutual nearest neighbors	38
HoPPF: A novel local surface descriptor for 3D object recognition	38
Unsupervised meta-learning for few-shot learning	38
Real-time and light-weighted unsupervised video object segmentation network	37
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks	37
Generative attention adversarial classification network for unsupervised domain adaptation	37
Pedestrian detection with super-resolution reconstruction for low-quality image	37
Arbitrary-view human action recognition via novel-view action generation	37
Incomplete multi-view clustering with cosine similarity	37
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions	37
Unsupervised deep clustering via contractive feature representation and focal loss	37
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning	37
Contextual deconvolution network for semantic segmentation	37
Online signature verification using single-template matching with time-series averaging and gradient boosting	37
Deep Matching Network for Handwritten Chinese Character Recognition	37
Relation-aware dynamic attributed graph attention network for stocks recommendation	37
Deep attention aware feature learning for person re-Identification	37
Learning EEG topographical representation for classification via convolutional neural network	37
Semi-supervised cross-modal image generation with generative adversarial networks	37
Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition	36
Contour-enhanced attention CNN for CT-based COVID-19 segmentation	36
On the stability of persistent entropy and new summary functions for topological data analysis	36
Multi-dimensional classification via kNN feature augmentation	36
Gated CNN: Integrating multi-scale feature layers for object detection	36
MFSNet: A multi focus segmentation network for skin lesion segmentation	36
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images	36
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system	36
Mutual information based feature subset selection in multivariate time series classification	36
AI-Based human audio processing for COVID-19: A comprehensive overview	36
Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease	36
Depth upsampling based on deep edge-aware learning	36
Dual self-attention with co-attention networks for visual question answering	36
STAN: A sequential transformation attention-based network for scene text recognition	35
Multi-attention augmented network for single image super-resolution	35
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	35
Deep mutual learning for visual object tracking	35
Dual feature extraction network for hyperspectral image analysis	35