Pattern Recognition

Article	Citations
U2-Net: Going deeper with nested U-structure for salient object detection	600
Improving person re-identification by attribute and identity learning	370
Underwater scene prior inspired deep underwater image and video enhancement	339
How much can k-means be improved by using better initialization and repeats?	222
Binary neural networks: A survey	216
Unsupervised domain adaptive re-identification: Theory and practice	191
Sensor-based and vision-based human activity recognition: A comprehensive survey	186
A model-based gait recognition method with body pose and human prior knowledge	183
RGB-T object tracking: Benchmark and baseline	173
Understanding adversarial attacks on deep learning based medical image analysis systems	156
Manifold regularized discriminative feature selection for multi-label learning	148
Knowledge base graph embedding module design for Visual question answering model	140
A cross-domain collaborative filtering algorithm with expanding user and item features via the latent factor space of auxiliary domains	138
Dynamic graph convolutional networks	136
Deep-Person: Learning discriminative deep features for person Re-Identification	132
AlignedReID++: Dynamically matching local information for person re-identification	129
Hypergraph convolution and hypergraph attention	128
Cross-modality deep feature learning for brain tumor segmentation	126
Reconstruction by inpainting for visual anomaly detection	121
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients	114
Deep support vector machine for hyperspectral image classification	114
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images	111
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments	111
Auto-weighted multi-view clustering via deep matrix decomposition	109
Feature selection using bare-bones particle swarm optimization with mutual information	101

Hierarchical dense recursive network for image super-resolution	101
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays	98
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	97
Handling incomplete heterogeneous data using VAEs	93
Random vector functional link neural network based ensemble deep learning	91
Deep co-training for semi-supervised image segmentation	91
A review of methods for imbalanced multi-label classification	91
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks	89
Learning visual relationship and context-aware attention for image captioning	84
A CenterNet++ model for ship detection in SAR images	83
Uncertainty estimation for stereo matching based on evidential deep learning	83
SegLink++: Detecting Dense and Arbitrary-shaped Scene Text by Instance-aware Component Grouping	82
Spatio-temporal deformable 3D ConvNets with attention for action recognition	81
Distinguishing two types of labels for multi-label feature selection	81
Multistage attention network for image inpainting	80
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images	80
BLOCK-DBSCAN: Fast clustering for large scale data	79
Radial-Based Undersampling for imbalanced data classification	79
A reduced universum twin support vector machine for class imbalance learning	78
Visual place recognition: A survey from deep learning perspective	78
Pruning by explaining: A novel criterion for deep neural network pruning	78
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles	78
Exploring uncertainty in pseudo-label guided unsupervised domain adaptation	77
A comprehensive study on gait biometrics using a joint CNN-based method	77
Structured graph learning for clustering and semi-supervised classification	76
Image denoising using complex-valued deep CNN	76
Point attention network for semantic segmentation of 3D point clouds	73
A review of lane detection methods based on deep learning	73
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix	72
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection	71
Deep neural networks-based relevant latent representation learning for hyperspectral image classification	71
Heterogeneous oblique random forest	70
Neighborhood linear discriminant analysis	70
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference	70
TPM: Multiple object tracking with tracklet-plane matching	69
MDFN: Multi-scale deep feature learning network for object detection	68
CAGNet: Content-Aware Guidance for Salient Object Detection	68
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images	66
Action Transformer: A self-attention model for short-time pose-based human action recognition	66
A comprehensive survey of multi-view video summarization	64
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks	63
UcoSLAM: Simultaneous localization and mapping by fusion of keypoints and squared planar markers	62
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images	60
A novel hybrid approach for crack detection	60
Financial time series forecasting with multi-modality graph neural network	59
Nonlocal patch similarity based heterogeneous remote sensing change detection	58
3D Object Detection for Autonomous Driving: A Survey	58
A survey on 3D hand pose estimation: Cameras, methods, and datasets	57
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	57
A deep Coarse-to-Fine network for head pose estimation from synthetic data	56

Video anomaly detection with spatio-temporal dissociation	55
Multi-resolution dictionary learning for face recognition	55
GaitNet: An end-to-end network for gait based human identification	55
Robust deep k-means: An effective and simple method for data clustering	55
A survey on 3D mask presentation attack detection and countermeasures	55
Correlation-aware adversarial domain adaptation and generalization	54
Explainable skin lesion diagnosis using taxonomies	54
Identity-aware CycleGAN for face photo-sketch synthesis and recognition	54
A two-stage hybrid ant colony optimization for high-dimensional feature selection	53
Feature selection with kernelized multi-class support vector machine	53
Density peaks clustering based on density backbone and fuzzy neighborhood	53
Learning binary code for fast nearest subspace search	52
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network	52
Genetic programming for multiple-feature construction on high-dimensional classification	52
Binary coyote optimization algorithm for feature selection	52
MetaMed: Few-shot medical image classification using gradient-based meta-learning	52
Spectral rotation for deep one-step clustering	52
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network	51
TextMountain: Accurate scene text detection via instance segmentation	51
A polarization fusion network with geometric feature embedding for SAR ship classification	51
Multi-camera multi-player tracking with deep player identification in sports video	51
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images	51
Semi-supervised robust deep neural networks for multi-label image classification	50
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging	50
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19	50
Robust semi-supervised nonnegative matrix factorization for image clustering	49
Tackling mode collapse in multi-generator GANs with orthogonal vectors	49
RGB-D sensing based human action and interaction analysis: A survey	48
A set of benchmarks for Handwritten Text Recognition on historical documents	48
Auto-weighted multi-view co-clustering via fast matrix factorization	48
Ensemble deep learning for automated visual classification using EEG signals	48
Multi-model ensemble with rich spatial information for object detection	47
A novel density-based clustering algorithm using nearest neighbor graph	47
Attribute and instance weighted naive Bayes	47
Efficient densely connected convolutional neural networks	47
Correntropy based scale ICP algorithm for robust point set registration	47
MASTER: Multi-aspect non-local network for scene text recognition	47
Robust license plate recognition using neural networks trained on synthetic images	46
Discriminative subspace matrix factorization for multiview data clustering	46
Improving the accuracy of global forecasting models using time series data augmentation	46
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network	46
Similarity learning with joint transfer constraints for person re-identification	46
Deep features for person re-identification on metric learning	46
Density peak clustering based on relative density relationship	45
Mean-shift outlier detection and filtering	45
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs	45
Stacked Fisher autoencoder for SAR change detection	45
Deep-feature encoding-based discriminative model for age-invariant face recognition	44
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)	44
Exploring global diverse attention via pairwise temporal relation for video summarization	44
Towards Non-I.I.D. image classification: A dataset and baselines	44
Modality-specific and shared generative adversarial network for cross-modal retrieval	44
New fractional-order Legendre-Fourier moments for pattern recognition applications	43
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection	43
Person identification using EEG channel selection with hybrid flower pollination algorithm	43
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition	43
HCFNN: High-order coverage function neural network for image classification	43
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation	43
Structured general and specific multi-view subspace clustering	43
Structure-aware human pose estimation with graph convolutional networks	43
Self-restrained triplet loss for accurate masked face recognition	43
Deep discriminative representation for generic palmprint recognition	43
Deep and joint learning of longitudinal data for Alzheimer's disease prediction	43
Cross-modal knowledge reasoning for knowledge-based visual question answering	42
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder	42
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network	42
Nonnegative Laplacian embedding guided subspace learning for unsupervised feature selection	42
Toward learning a unified many-to-many mapping for diverse image translation	42
A deep learning based unified framework to detect, segment and recognize irises using spatially corresponding features	42
Towards explaining anomalies: A deep Taylor decomposition of one-class models	42
Directional statistics-based deep metric learning for image classification and retrieval	42
Attributes-aided part detection and refinement for person re-identification	42
Deep feature augmentation for occluded image classification	42
Human trajectory prediction in crowded scene using social-affinity Long Short-Term Memory	42
Two-step domain adaptation for underwater image enhancement	41
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection	41
Semantic-aware scene recognition	41
Reshaping inputs for convolutional neural network: Some common and uncommon methods	41
F-measure curves: A tool to visualize classifier performance under imbalance	41
Plant leaf recognition by integrating shape and texture features	41

Scale variance minimization for unsupervised domain adaptation in image segmentation	41
Deep morphological networks	41
Graph convolutional network with structure pooling and joint-wise channel attention for action recognition	40
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression	40
Contextual ensemble network for semantic segmentation	40
Deformable face net for pose invariant face recognition	40
One-vs-One classification for deep neural networks	40
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation	40
Deep forest hashing for image retrieval	39
Hyperfusion-Net: Hyper-densely reflective feature fusion for salient object detection	39
Multi-stage image denoising with the wavelet transform	39
Human activity recognition from UAV-captured video sequences	39
Hyperspectral super-resolution via coupled tensor ring factorization	39
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection	39
Fast sparse coding networks for anomaly detection in videos	39
Deep transfer network for rotating machine fault analysis	39
A survey on heterogeneous network representation learning	39
Infrared small target detection via adaptive M-estimator ring top-hat transformation	38
Detection of COVID-19 from speech signal using bio-inspired based cepstral features	38
Image super-resolution via channel attention and spatial graph convolutional network	38
Learning attention-guided pyramidal features for few-shot fine-grained recognition	38
Learning efficient, explainable and discriminative representations for pulmonary nodules classification	38
Implementing transfer learning across different datasets for time series forecasting	38
Learning motion representation for real-time spatio-temporal action localization	38
Digital hair removal by deep learning for skin lesion segmentation	38
Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps	37
PRRNet: Pixel-Region relation network for face forgery detection	37
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images	37
Towards using count-level weak supervision for crowd counting	37
Blitz-SLAM: A semantic SLAM in dynamic environments	37
OAENet: Oriented attention ensemble for accurate facial expression recognition	37
Visual SLAM for robot navigation in healthcare facility	37
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate	37
Dirichlet Variational Autoencoder	36
Pedestrian attribute recognition: A survey	36
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation	36
Spatiotemporal consistency-enhanced network for video anomaly detection	36
Sparse deep feature learning for facial expression recognition	36
Efficient semantic segmentation with pyramidal fusion	36
SGM-Net: Skeleton-guided multimodal network for action recognition	36
Complex Contourlet-CNN for polarimetric SAR image classification	35
A novel image-dehazing network with a parallel attention block	35
Appropriateness of performance indices for imbalanced data classification: An analysis	35
Pedestrian trajectory prediction with convolutional neural networks	35
Optical flow and scene flow estimation: A survey	35
Pairwise dependence-based unsupervised feature selection	35
An empirical study of the impact of masks on face recognition	35
Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition	34
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval	34
Ensemble Selection based on Classifier Prediction Confidence	34
Training data independent image registration using generative adversarial networks and domain adaptation	34
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes	34
Simplified unsupervised image translation for semantic segmentation adaptation	34
Dual feature extraction network for hyperspectral image analysis	34
Document image binarization with cascaded generators of conditional generative adversarial networks	34
Scene recognition: A comprehensive survey	34
Realtime multi-scale scene text detection with scale-based region proposal network	34
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning	34
Contextual deconvolution network for semantic segmentation	34
Adaptive iterative attack towards explainable adversarial robustness	34
Multi-label feature selection with shared common mode	33
Gated CNN: Integrating multi-scale feature layers for object detection	33
Generative attention adversarial classification network for unsupervised domain adaptation	33
Segmentation information with attention integration for classification of breast tumor in ultrasound image	33
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules	33
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding	33
Multi-task CNN for restoring corrupted fingerprint images	33
Learning image compressed sensing with sub-pixel convolutional generative adversarial network	33
Enhancing deep neural networks via multiple kernel learning	33
Active k-labelsets ensemble for multi-label classification	33
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images	33
Active emulation of computer codes with Gaussian processes – Application to remote sensing	33
Noise-robust dictionary learning with slack block-Diagonal structure for face recognition	32
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron	32
Unsupervised meta-learning for few-shot learning	32
Hyper-sausage coverage function neuron model and learning algorithm for image classification	32
Guided image filtering in shape-from-focus: A comparative analysis	32
CANet: Co-attention network for RGB-D semantic segmentation	32
Projected fuzzy C-means clustering with locality preservation	32
Dual self-attention with co-attention networks for visual question answering	32
Cost-sensitive deep forest for price prediction	32
Multi-dimensional classification via kNN feature augmentation	32
Saliency for fine-grained object recognition in domains with scarce training data	32
Semi-supervised cross-modal image generation with generative adversarial networks	32
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering	31
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network	31
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	31
Generalized support vector data description for anomaly detection	31
Pedestrian detection with super-resolution reconstruction for low-quality image	31
Depth-map completion for large indoor scene reconstruction	31
A generalized least-squares approach regularized with graph embedding for dimensionality reduction	31
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection	31
Learning EEG topographical representation for classification via convolutional neural network	30
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation	30
Deep-seated features histogram: A novel image retrieval method	30
Deep anomaly detection with self-supervised learning and adversarial training	30
Online signature verification using single-template matching with time-series averaging and gradient boosting	30
Large-scale multi-label classification using unknown streaming images	30
Saliency-guided level set model for automatic object segmentation	30
Local descriptor-based multi-prototype network for few-shot Learning	30
Learning representations of multivariate time series with missing data	30
Low-rank adaptive graph embedding for unsupervised feature extraction	30
HoPPF: A novel local surface descriptor for 3D object recognition	30
Aberrance suppressed spatio-temporal correlation filters for visual object tracking	30
Dynamic graph convolutional network for multi-video summarization	29
Fault recognition using an ensemble classifier based on Dempster–Shafer Theory	29
Multinomial random forest	29
Learning graph structure via graph convolutional networks	29
Attention and boundary guided salient object detection	29
Deep transductive network for generalized zero shot learning	29
Joint graph based embedding and feature weighting for image classification	29
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities	29
On the stability of persistent entropy and new summary functions for topological data analysis	29
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification	29
Human trajectory prediction and generation using LSTM models and GANs	29
Deep Matching Network for Handwritten Chinese Character Recognition	29
Pay attention to what you read: Non-recurrent handwritten text-Line recognition	29
Real masks and spoof faces: On the masked face presentation attack detection	29
DenMune: Density peak based clustering using mutual nearest neighbors	28
Video anomaly detection and localization using motion-field shape description and homogeneity testing	28
Unsupervised feature selection with adaptive multiple graph learning	28
STAN: A sequential transformation attention-based network for scene text recognition	28
Mutual information based feature subset selection in multivariate time series classification	28
Time-series averaging and local stability-weighted dynamic time warping for online signature verification	28
DPNet: Detail-preserving network for high quality monocular depth estimation	28
Joint discriminative feature learning for multimodal finger recognition	28
STDnet-ST: Spatio-temporal ConvNet for small object detection	28
Low-rank quaternion tensor completion for recovering color videos and images	28
A novel consensus learning approach to incomplete multi-view clustering	28
Video super-resolution based on a spatio-temporal matching network	28
Multi-view subspace learning via bidirectional sparsity	27
MobileFAN: Transferring deep hidden representation for face alignment	27
Mining the displacement of max-pooling for text recognition	27
Manifold learning with structured subspace for multi-label feature selection	27
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	27
Deep mutual learning for visual object tracking	27
Combining deep generative and discriminative models for Bayesian semi-supervised learning	27
CycleMatch: A cycle-consistent embedding network for image-text matching	27
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI	27
An effective CNN and Transformer complementary network for medical image segmentation	27
Nonlocal graph theory based transductive learning for hyperspectral image classification	27
Multi-label feature selection via manifold regularization and dependence maximization	27
AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal	27
Multi-label classification via incremental clustering on an evolving data stream	27
Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution	27

Tripool: Graph triplet pooling for 3D skeleton-based action recognition	27
CNAK: Cluster number assisted K-means	27
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	27
Depth upsampling based on deep edge-aware learning	27
Arbitrary-view human action recognition via novel-view action generation	27
A linear multivariate binary decision tree classifier based on K-means splitting	26
Improving retinal vessel segmentation with joint local loss by matting	26
Accurate detection of COVID-19 patients based on distance biased Naïve Bayes (DBNB) classification strategy	26
Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features	26
Gesture recognition based on deep deformable 3D convolutional neural networks	26
Part-guided graph convolution networks for person re-identification	26
A robust statistics approach for plane detection in unorganized point clouds	26
Collaborative and geometric multi-kernel learning for multi-class classification	26
A survey on text generation using generative adversarial networks	26
Deep point-to-subspace metric learning for sketch-based 3D shape retrieval	26
EANet: Iterative edge attention network for medical image segmentation	26
Supervised deep hashing with a joint deep network	26
Contour-enhanced attention CNN for CT-based COVID-19 segmentation	26
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images	26
Consistent and diverse multi-View subspace clustering with structure constraint	26
A baseline regularization scheme for transfer learning with convolutional neural networks	26
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions	25
Weather recognition via classification labels and weather-cue maps	25
Improved localization accuracy by LocNet for Faster R-CNN based text detection in natural scene images	25
Self-attention driven adversarial similarity learning network	25
Incomplete multi-view clustering with cosine similarity	25
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks	25
Dual space latent representation learning for unsupervised feature selection	25
Relation-aware dynamic attributed graph attention network for stocks recommendation	25
Scheduled sampling for one-shot learning via matching network	25
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	25
Fine-grained action segmentation using the semi-supervised action GAN	25
Distance learning by mining hard and easy negative samples for person re-identification	25
Multi-scale differential feature for ECG biometrics with collective matrix factorization	25
Ensemble adversarial black-box attacks against deep learning systems	25
BADet: Boundary-Aware 3D Object Detection from Point Clouds	25
LSTM based trajectory prediction model for cyclist utilizing multiple interactions with environment	25
Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing	25
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease	25
Deep self-representative subspace clustering network	24
No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling	24
Time series classification using local distance-based features in multi-modal fusion networks	24
Learning hybrid ranking representation for person re-identification	24
A quadrilateral scene text detector with two-stage network architecture	24
Structured self-attention architecture for graph-level representation learning	24
Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition	24
An approach to boundary detection for 3D point clouds based on DBSCAN clustering	24
Rethinking data collection for person re-identification: active redundancy reduction	24
Learning features from covariance matrix of gabor wavelet for face recognition under adverse conditions	24
Multi-attention augmented network for single image super-resolution	24
Learning common and label-specific features for multi-Label classification with correlation information	24
Probabilistic SVM classifier ensemble selection based on GMDH-type neural network	24
Online feature selection system for big data classification based on multi-objective automated negotiation	24
Shape-from-focus reconstruction using nonlocal matting Laplacian prior followed by MRF-based refinement	24
Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval	24
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions	24
Residual multi-task learning for facial landmark localization and expression recognition	24
Head pose estimation using deep neural networks and 3D point clouds	24
Enhancing the alignment between target words and corresponding frames for video captioning	23
Siamese networks with distractor-reduction method for long-term visual object tracking	23
Spectrum-aware discriminative deep feature learning for multi-spectral face recognition	23
Multi-view clustering via joint feature selection and partially constrained cluster label learning	23
A simulated annealing algorithm with a dual perturbation method for clustering	23
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface	23
MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms	23
GPNet: Gated pyramid network for semantic segmentation	23
Discrete online cross-modal hashing	23
Spatial context-aware network for salient object detection	23
Single image-based head pose estimation with spherical parametrization and 3D morphing	23
Deep conditional adaptation networks and label correlation transfer for unsupervised domain adaptation	23
Radical analysis network for learning hierarchies of Chinese characters	23
Edge-guided Composition Network for Image Stitching	23
DMT: Dynamic mutual training for semi-supervised learning	23
MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization	23
Internet financing credit risk evaluation using multiple structural interacting elastic net feature selection	23
Universal adversarial perturbations against object detection	23
Deep neural networks ensemble to detect COVID-19 from CT scans	22
Deep residual pooling network for texture recognition	22
Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition	22
Transductive semi-supervised metric learning for person re-identification	22
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting	22
ExprADA: Adversarial domain adaptation for facial expression analysis	22
Learning shape and motion representations for view invariant skeleton-based action recognition	22
Kernel two-dimensional ridge regression for subspace clustering	22
AI-Based human audio processing for COVID-19: A comprehensive overview	22
Deep attention aware feature learning for person re-Identification	22
Joint temporal context exploitation and active learning for video segmentation	22
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	22
Client-specific anomaly detection for face presentation attack detection	22
A robust and efficient fingerprint image restoration method based on a phase-field model	22
Adaptive ROI generation for video object segmentation using reinforcement learning	22
Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease	22
Modality adversarial neural network for visible-thermal person re-identification	22
Multi-label feature selection considering label supplementation	22
Systematic review of 3D facial expression recognition methods	22
A generalized weighted distance k-Nearest Neighbor for multi-label problems	22
Co-attentive multi-task convolutional neural network for facial expression recognition	22
Few-shot activity recognition with cross-modal memory network	21
Minimum margin loss for deep face recognition	21
Robust feature matching using guided local outlier factor	21
Generative adversarial classifier for handwriting characters super-resolution	21
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes	21
Feature wise normalization: An effective way of normalizing data	21
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering	21
SDUNet: Road extraction via spatial enhanced and densely connected UNet	21
Few-shot traffic sign recognition with clustering inductive bias and random neural network	21
Multichannel dynamic modeling of non-Gaussian mixtures	21
Deep asymmetric video-based person re-identification	21
Graph Clustering via Variational Graph Embedding	21
Language-aware weak supervision for salient object detection	21
SCOAT-Net: A novel network for segmenting COVID-19 lung opacification from CT images	21
Visual domain adaptation based on modified A	21
Rotated cascade R-CNN: A shape robust detector with coordinate regression	21
Offline signature verification using a region based deep metric learning network	21
Non-rigid infrared and visible image registration by enhanced affine transformation	21
MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction	21
Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation	21
Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection	21
Learning multiscale hierarchical attention for video summarization	21
Unified Cross-domain Classification via Geometric and Statistical Adaptations	21
MFSNet: A multi focus segmentation network for skin lesion segmentation	21
Gait recognition invariant to carried objects using alpha blending generative adversarial networks	21
Instance-aware representation learning and association for online multi-person tracking	21
Efficient k-nearest neighbor search based on clustering and adaptive 21
IoU-uniform R-CNN: Breaking through the limitations of RPN	21
Stable feature selection using copula based mutual information	21
3D shape reconstruction from multifocus image fusion using a multidirectional modified Laplacian operator	21
Unsupervised deep clustering via contractive feature representation and focal loss	21
Multi-scale signed recurrence plot based time series classification using inception architectural networks	20
Univariate time series classification using information geometry	20
Hyper-parameter optimization in classification: To-do or not-to-do	20
ProCAN: Progressive growing channel attentive non-local network for lung nodule classification	20
A novel eye center localization method for multiview faces	20
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	20
Expand globally, shrink locally: Discriminant multi-label learning with missing labels	20
A Deep and Structured Metric Learning Method for Robust Person Re-Identification	20
Deep label refinement for age estimation	20
Faster SVM training via conjugate SMO	20
Novel dimensionality reduction approach for unsupervised learning on small datasets	20
Identifying the best data-driven feature selection method for boosting reproducibility in classification tasks	20
Detecting small faces in the wild based on generative adversarial network and contextual information	20
Robust one-stage object detection with location-aware classifiers	20
Spatial information enhancement network for 3D object detection from point cloud	20
Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment	20
MobileGCN applied to low-dimensional node feature learning	20
Tooth morphometry using quasi-conformal theory	20
Video semantic segmentation via feature propagation with holistic attention	20
A non-rigid registration method with application to distorted fingerprint matching	20
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection	20
Joint adaptive manifold and embedding learning for unsupervised feature selection	20
Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis	20
Recognizing online handwritten Chinese characters using RNNs with new computing architectures	20
Timed-image based deep learning for action recognition in video sequences	20
Explainable scale distillation for hyperspectral image classification	20
A novel dimension reduction and dictionary learning framework for high-dimensional data classification	19
Joint feature extraction and classification in a unified framework for cost-sensitive face recognition	19
Continuous conditional random field convolution for point cloud segmentation	19
Nonlinear dimensionality reduction for clustering	19
Automatic medical image interpretation: State of the art and future directions	19
COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention Network	19
Entropy based dictionary learning for image classification	19
Adaptive feature fusion for visual object tracking	19
Well-calibrated confidence measures for multi-label text classification with a large number of labels	19
Robust and discriminative image representation: fractional-order Jacobi-Fourier moments	19
Nonparallel support vector machine with large margin distribution for pattern classification	19
Global-connected network with generalized ReLU activation	19
Image analysis by log-polar Exponent-Fourier moments	19
Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation	19
Robust twin support vector regression based on rescaled Hinge loss	19
An efficient framework for zero-shot sketch-based image retrieval	19
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition	19
Multiple attentional pyramid networks for Chinese herbal recognition	19
Hyperspectral remote sensing image classification based on tighter random projection with minimal intra-class variance algorithm	19
Contrast-weighted dictionary learning based saliency detection for VHR optical remote sensing images	19
Patched-tube unitary transform for robust tensor completion	19
Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization	19
A Unified Hierarchical XGBoost model for classifying priorities for COVID-19 vaccination campaign	19
A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers	19
Delving deep into spatial pooling for squeeze-and-excitation networks	19
A deep one-shot network for query-based logo retrieval	18
GaitSlice: A gait recognition model based on spatio-temporal slice features	18
Graph regularized locally linear embedding for unsupervised feature selection	18
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system	18
Alignment-free cancelable fingerprint templates with dual protection	18
A novel classification-selection approach for the self updating of template-based face recognition systems	18
Semi-automatic data annotation guided by feature space projection	18
SVC-onGoing: Signature verification competition	18
Unsupervised deep hashing with node representation for image retrieval	18
Graph-based parallel large scale structure from motion	18
Face re-identification challenge: Are face recognition models good enough?	18
Mixed-precision quantized neural networks with progressively decreasing bitwidth	18
Multi‐frame based adversarial learning approach for video surveillance	18
BiconNet: An edge-preserved connectivity-based approach for salient object detection	18
On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging	18
3D-CenterNet: 3D object detection network for point clouds with center estimation priority	18
Novel event analysis for human-machine collaborative underwater exploration	18
Blind single image super-resolution with a mixture of deep networks	18
Non-rigid registration of serial section images by blending transforms for 3D reconstruction	18
Graph variational auto-encoder for deriving EEG-based graph embedding	18
Graph-based stock correlation and prediction for high-frequency trading systems	18