Pattern Recognition

(The median citation count of Pattern Recognition is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-09-01 to 2023-09-01.)
U2-Net: Going deeper with nested U-structure for salient object detection600
Improving person re-identification by attribute and identity learning370
Underwater scene prior inspired deep underwater image and video enhancement339
How much can k-means be improved by using better initialization and repeats?222
Binary neural networks: A survey216
Unsupervised domain adaptive re-identification: Theory and practice191
Sensor-based and vision-based human activity recognition: A comprehensive survey186
A model-based gait recognition method with body pose and human prior knowledge183
RGB-T object tracking: Benchmark and baseline173
Understanding adversarial attacks on deep learning based medical image analysis systems156
Manifold regularized discriminative feature selection for multi-label learning148
Knowledge base graph embedding module design for Visual question answering model140
A cross-domain collaborative filtering algorithm with expanding user and item features via the latent factor space of auxiliary domains138
Dynamic graph convolutional networks136
Deep-Person: Learning discriminative deep features for person Re-Identification132
AlignedReID++: Dynamically matching local information for person re-identification129
Hypergraph convolution and hypergraph attention128
Cross-modality deep feature learning for brain tumor segmentation126
Reconstruction by inpainting for visual anomaly detection121
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients114
Deep support vector machine for hyperspectral image classification114
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images111
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments111
Auto-weighted multi-view clustering via deep matrix decomposition109
Feature selection using bare-bones particle swarm optimization with mutual information101
Hierarchical dense recursive network for image super-resolution101
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays98
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation97
Handling incomplete heterogeneous data using VAEs93
Random vector functional link neural network based ensemble deep learning91
Deep co-training for semi-supervised image segmentation91
A review of methods for imbalanced multi-label classification91
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks89
Learning visual relationship and context-aware attention for image captioning84
A CenterNet++ model for ship detection in SAR images83
Uncertainty estimation for stereo matching based on evidential deep learning83
SegLink++: Detecting Dense and Arbitrary-shaped Scene Text by Instance-aware Component Grouping82
Spatio-temporal deformable 3D ConvNets with attention for action recognition81
Distinguishing two types of labels for multi-label feature selection81
Multistage attention network for image inpainting80
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images80
BLOCK-DBSCAN: Fast clustering for large scale data79
Radial-Based Undersampling for imbalanced data classification79
A reduced universum twin support vector machine for class imbalance learning78
Visual place recognition: A survey from deep learning perspective78
Pruning by explaining: A novel criterion for deep neural network pruning78
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles78
Exploring uncertainty in pseudo-label guided unsupervised domain adaptation77
A comprehensive study on gait biometrics using a joint CNN-based method77
Structured graph learning for clustering and semi-supervised classification76
Image denoising using complex-valued deep CNN76
Point attention network for semantic segmentation of 3D point clouds73
A review of lane detection methods based on deep learning73
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix72
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection71
Deep neural networks-based relevant latent representation learning for hyperspectral image classification71
Heterogeneous oblique random forest70
Neighborhood linear discriminant analysis70
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference70
TPM: Multiple object tracking with tracklet-plane matching69
MDFN: Multi-scale deep feature learning network for object detection68
CAGNet: Content-Aware Guidance for Salient Object Detection68
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images66
Action Transformer: A self-attention model for short-time pose-based human action recognition66
A comprehensive survey of multi-view video summarization64
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks63
UcoSLAM: Simultaneous localization and mapping by fusion of keypoints and squared planar markers62
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images60
A novel hybrid approach for crack detection60
Financial time series forecasting with multi-modality graph neural network59
Nonlocal patch similarity based heterogeneous remote sensing change detection58
3D Object Detection for Autonomous Driving: A Survey58
A survey on 3D hand pose estimation: Cameras, methods, and datasets57
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network57
A deep Coarse-to-Fine network for head pose estimation from synthetic data56
Video anomaly detection with spatio-temporal dissociation55
Multi-resolution dictionary learning for face recognition55
GaitNet: An end-to-end network for gait based human identification55
Robust deep k-means: An effective and simple method for data clustering55
A survey on 3D mask presentation attack detection and countermeasures55
Correlation-aware adversarial domain adaptation and generalization54
Explainable skin lesion diagnosis using taxonomies54
Identity-aware CycleGAN for face photo-sketch synthesis and recognition54
A two-stage hybrid ant colony optimization for high-dimensional feature selection53
Feature selection with kernelized multi-class support vector machine53
Density peaks clustering based on density backbone and fuzzy neighborhood53
Learning binary code for fast nearest subspace search52
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network52
Genetic programming for multiple-feature construction on high-dimensional classification52
Binary coyote optimization algorithm for feature selection52
MetaMed: Few-shot medical image classification using gradient-based meta-learning52
Spectral rotation for deep one-step clustering52
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network51
TextMountain: Accurate scene text detection via instance segmentation51
A polarization fusion network with geometric feature embedding for SAR ship classification51
Multi-camera multi-player tracking with deep player identification in sports video51
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images51
Semi-supervised robust deep neural networks for multi-label image classification50
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging50
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-1950
Robust semi-supervised nonnegative matrix factorization for image clustering49
Tackling mode collapse in multi-generator GANs with orthogonal vectors49
RGB-D sensing based human action and interaction analysis: A survey48
A set of benchmarks for Handwritten Text Recognition on historical documents48
Auto-weighted multi-view co-clustering via fast matrix factorization48
Ensemble deep learning for automated visual classification using EEG signals48
Multi-model ensemble with rich spatial information for object detection47
A novel density-based clustering algorithm using nearest neighbor graph47
Attribute and instance weighted naive Bayes47
Efficient densely connected convolutional neural networks47
Correntropy based scale ICP algorithm for robust point set registration47
MASTER: Multi-aspect non-local network for scene text recognition47
Robust license plate recognition using neural networks trained on synthetic images46
Discriminative subspace matrix factorization for multiview data clustering46
Improving the accuracy of global forecasting models using time series data augmentation46
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network46
Similarity learning with joint transfer constraints for person re-identification46
Deep features for person re-identification on metric learning46
Density peak clustering based on relative density relationship45
Mean-shift outlier detection and filtering45
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs45
Stacked Fisher autoencoder for SAR change detection45
Deep-feature encoding-based discriminative model for age-invariant face recognition44
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)44
Exploring global diverse attention via pairwise temporal relation for video summarization44
Towards Non-I.I.D. image classification: A dataset and baselines44
Modality-specific and shared generative adversarial network for cross-modal retrieval44
New fractional-order Legendre-Fourier moments for pattern recognition applications43
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection43
Person identification using EEG channel selection with hybrid flower pollination algorithm43
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition43
HCFNN: High-order coverage function neural network for image classification43
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation43
Structured general and specific multi-view subspace clustering43
Structure-aware human pose estimation with graph convolutional networks43
Self-restrained triplet loss for accurate masked face recognition43
Deep discriminative representation for generic palmprint recognition43
Deep and joint learning of longitudinal data for Alzheimer's disease prediction43
Cross-modal knowledge reasoning for knowledge-based visual question answering42
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder42
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network42
Nonnegative Laplacian embedding guided subspace learning for unsupervised feature selection42
Toward learning a unified many-to-many mapping for diverse image translation42
A deep learning based unified framework to detect, segment and recognize irises using spatially corresponding features42
Towards explaining anomalies: A deep Taylor decomposition of one-class models42
Directional statistics-based deep metric learning for image classification and retrieval42
Attributes-aided part detection and refinement for person re-identification42
Deep feature augmentation for occluded image classification42
Human trajectory prediction in crowded scene using social-affinity Long Short-Term Memory42
Two-step domain adaptation for underwater image enhancement41
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection41
Semantic-aware scene recognition41
Reshaping inputs for convolutional neural network: Some common and uncommon methods41
F-measure curves: A tool to visualize classifier performance under imbalance41
Plant leaf recognition by integrating shape and texture features41
Scale variance minimization for unsupervised domain adaptation in image segmentation41
Deep morphological networks41
Graph convolutional network with structure pooling and joint-wise channel attention for action recognition40
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression40
Contextual ensemble network for semantic segmentation40
Deformable face net for pose invariant face recognition40
One-vs-One classification for deep neural networks40
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation40
Deep forest hashing for image retrieval39
Hyperfusion-Net: Hyper-densely reflective feature fusion for salient object detection39
Multi-stage image denoising with the wavelet transform39
Human activity recognition from UAV-captured video sequences39
Hyperspectral super-resolution via coupled tensor ring factorization39
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection39
Fast sparse coding networks for anomaly detection in videos39
Deep transfer network for rotating machine fault analysis39
A survey on heterogeneous network representation learning39
Infrared small target detection via adaptive M-estimator ring top-hat transformation38
Detection of COVID-19 from speech signal using bio-inspired based cepstral features38
Image super-resolution via channel attention and spatial graph convolutional network38
Learning attention-guided pyramidal features for few-shot fine-grained recognition38
Learning efficient, explainable and discriminative representations for pulmonary nodules classification38
Implementing transfer learning across different datasets for time series forecasting38
Learning motion representation for real-time spatio-temporal action localization38
Digital hair removal by deep learning for skin lesion segmentation38
Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps37
PRRNet: Pixel-Region relation network for face forgery detection37
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images37
Towards using count-level weak supervision for crowd counting37
Blitz-SLAM: A semantic SLAM in dynamic environments37
OAENet: Oriented attention ensemble for accurate facial expression recognition37
Visual SLAM for robot navigation in healthcare facility37
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate37
Dirichlet Variational Autoencoder36
Pedestrian attribute recognition: A survey36
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation36
Spatiotemporal consistency-enhanced network for video anomaly detection36
Sparse deep feature learning for facial expression recognition36
Efficient semantic segmentation with pyramidal fusion36
SGM-Net: Skeleton-guided multimodal network for action recognition36
Complex Contourlet-CNN for polarimetric SAR image classification35
A novel image-dehazing network with a parallel attention block35
Appropriateness of performance indices for imbalanced data classification: An analysis35
Pedestrian trajectory prediction with convolutional neural networks35
Optical flow and scene flow estimation: A survey35
Pairwise dependence-based unsupervised feature selection35
An empirical study of the impact of masks on face recognition35
Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition34
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval34
Ensemble Selection based on Classifier Prediction Confidence34
Training data independent image registration using generative adversarial networks and domain adaptation34
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes34
Simplified unsupervised image translation for semantic segmentation adaptation34
Dual feature extraction network for hyperspectral image analysis34
Document image binarization with cascaded generators of conditional generative adversarial networks34
Scene recognition: A comprehensive survey34
Realtime multi-scale scene text detection with scale-based region proposal network34
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning34
Contextual deconvolution network for semantic segmentation34
Adaptive iterative attack towards explainable adversarial robustness34
Multi-label feature selection with shared common mode33
Gated CNN: Integrating multi-scale feature layers for object detection33
Generative attention adversarial classification network for unsupervised domain adaptation33
Segmentation information with attention integration for classification of breast tumor in ultrasound image33
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules33
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding33
Multi-task CNN for restoring corrupted fingerprint images33
Learning image compressed sensing with sub-pixel convolutional generative adversarial network33
Enhancing deep neural networks via multiple kernel learning33
Active k-labelsets ensemble for multi-label classification33
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images33
Active emulation of computer codes with Gaussian processes – Application to remote sensing33
Noise-robust dictionary learning with slack block-Diagonal structure for face recognition32
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron32
Unsupervised meta-learning for few-shot learning32
Hyper-sausage coverage function neuron model and learning algorithm for image classification32
Guided image filtering in shape-from-focus: A comparative analysis32
CANet: Co-attention network for RGB-D semantic segmentation32
Projected fuzzy C-means clustering with locality preservation32
Dual self-attention with co-attention networks for visual question answering32
Cost-sensitive deep forest for price prediction32
Multi-dimensional classification via kNN feature augmentation32
Saliency for fine-grained object recognition in domains with scarce training data32
Semi-supervised cross-modal image generation with generative adversarial networks32
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering31
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network31
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection31
Generalized support vector data description for anomaly detection31
Pedestrian detection with super-resolution reconstruction for low-quality image31
Depth-map completion for large indoor scene reconstruction31
A generalized least-squares approach regularized with graph embedding for dimensionality reduction31
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection31
Learning EEG topographical representation for classification via convolutional neural network30
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation30
Deep-seated features histogram: A novel image retrieval method30
Deep anomaly detection with self-supervised learning and adversarial training30
Online signature verification using single-template matching with time-series averaging and gradient boosting30
Large-scale multi-label classification using unknown streaming images30
Saliency-guided level set model for automatic object segmentation30
Local descriptor-based multi-prototype network for few-shot Learning30
Learning representations of multivariate time series with missing data30
Low-rank adaptive graph embedding for unsupervised feature extraction30
HoPPF: A novel local surface descriptor for 3D object recognition30
Aberrance suppressed spatio-temporal correlation filters for visual object tracking30
Dynamic graph convolutional network for multi-video summarization29
Fault recognition using an ensemble classifier based on Dempster–Shafer Theory29
Multinomial random forest29
Learning graph structure via graph convolutional networks29
Attention and boundary guided salient object detection29
Deep transductive network for generalized zero shot learning29
Joint graph based embedding and feature weighting for image classification29
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities29
On the stability of persistent entropy and new summary functions for topological data analysis29
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification29
Human trajectory prediction and generation using LSTM models and GANs29
Deep Matching Network for Handwritten Chinese Character Recognition29
Pay attention to what you read: Non-recurrent handwritten text-Line recognition29
Real masks and spoof faces: On the masked face presentation attack detection29
DenMune: Density peak based clustering using mutual nearest neighbors28
Video anomaly detection and localization using motion-field shape description and homogeneity testing28
Unsupervised feature selection with adaptive multiple graph learning28
STAN: A sequential transformation attention-based network for scene text recognition28
Mutual information based feature subset selection in multivariate time series classification28
Time-series averaging and local stability-weighted dynamic time warping for online signature verification28
DPNet: Detail-preserving network for high quality monocular depth estimation28
Joint discriminative feature learning for multimodal finger recognition28
STDnet-ST: Spatio-temporal ConvNet for small object detection28
Low-rank quaternion tensor completion for recovering color videos and images28
A novel consensus learning approach to incomplete multi-view clustering28
Video super-resolution based on a spatio-temporal matching network28
Multi-view subspace learning via bidirectional sparsity27
MobileFAN: Transferring deep hidden representation for face alignment27
Mining the displacement of max-pooling for text recognition27
Manifold learning with structured subspace for multi-label feature selection27
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer27
Deep mutual learning for visual object tracking27
Combining deep generative and discriminative models for Bayesian semi-supervised learning27
CycleMatch: A cycle-consistent embedding network for image-text matching27
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI27
An effective CNN and Transformer complementary network for medical image segmentation27
Nonlocal graph theory based transductive learning for hyperspectral image classification27
Multi-label feature selection via manifold regularization and dependence maximization27
AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal27
Multi-label classification via incremental clustering on an evolving data stream27
Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution27
Tripool: Graph triplet pooling for 3D skeleton-based action recognition27
CNAK: Cluster number assisted K-means27
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning27
Depth upsampling based on deep edge-aware learning27
Arbitrary-view human action recognition via novel-view action generation27
A linear multivariate binary decision tree classifier based on K-means splitting26
Improving retinal vessel segmentation with joint local loss by matting26
Accurate detection of COVID-19 patients based on distance biased Naïve Bayes (DBNB) classification strategy26
Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features26
Gesture recognition based on deep deformable 3D convolutional neural networks26
Part-guided graph convolution networks for person re-identification26
A robust statistics approach for plane detection in unorganized point clouds26
Collaborative and geometric multi-kernel learning for multi-class classification26
A survey on text generation using generative adversarial networks26
Deep point-to-subspace metric learning for sketch-based 3D shape retrieval26
EANet: Iterative edge attention network for medical image segmentation26
Supervised deep hashing with a joint deep network26
Contour-enhanced attention CNN for CT-based COVID-19 segmentation26
Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images26
Consistent and diverse multi-View subspace clustering with structure constraint26
A baseline regularization scheme for transfer learning with convolutional neural networks26
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions25
Weather recognition via classification labels and weather-cue maps25
Improved localization accuracy by LocNet for Faster R-CNN based text detection in natural scene images25
Self-attention driven adversarial similarity learning network25
Incomplete multi-view clustering with cosine similarity25
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks25
Dual space latent representation learning for unsupervised feature selection25
Relation-aware dynamic attributed graph attention network for stocks recommendation25
Scheduled sampling for one-shot learning via matching network25
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies25
Fine-grained action segmentation using the semi-supervised action GAN25
Distance learning by mining hard and easy negative samples for person re-identification25
Multi-scale differential feature for ECG biometrics with collective matrix factorization25
Ensemble adversarial black-box attacks against deep learning systems25
BADet: Boundary-Aware 3D Object Detection from Point Clouds25
LSTM based trajectory prediction model for cyclist utilizing multiple interactions with environment25
Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing25
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease25
Deep self-representative subspace clustering network24
No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling24
Time series classification using local distance-based features in multi-modal fusion networks24
Learning hybrid ranking representation for person re-identification24
A quadrilateral scene text detector with two-stage network architecture24
Structured self-attention architecture for graph-level representation learning24
Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition24
An approach to boundary detection for 3D point clouds based on DBSCAN clustering24
Rethinking data collection for person re-identification: active redundancy reduction24
Learning features from covariance matrix of gabor wavelet for face recognition under adverse conditions24
Multi-attention augmented network for single image super-resolution24
Learning common and label-specific features for multi-Label classification with correlation information24
Probabilistic SVM classifier ensemble selection based on GMDH-type neural network24
Online feature selection system for big data classification based on multi-objective automated negotiation24
Shape-from-focus reconstruction using nonlocal matting Laplacian prior followed by MRF-based refinement24
Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval24
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions24
Residual multi-task learning for facial landmark localization and expression recognition24
Head pose estimation using deep neural networks and 3D point clouds24
Enhancing the alignment between target words and corresponding frames for video captioning23
Siamese networks with distractor-reduction method for long-term visual object tracking23
Spectrum-aware discriminative deep feature learning for multi-spectral face recognition23
Multi-view clustering via joint feature selection and partially constrained cluster label learning23
A simulated annealing algorithm with a dual perturbation method for clustering23
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface23
MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms23
GPNet: Gated pyramid network for semantic segmentation23
Discrete online cross-modal hashing23
Spatial context-aware network for salient object detection23
Single image-based head pose estimation with spherical parametrization and 3D morphing23
Deep conditional adaptation networks and label correlation transfer for unsupervised domain adaptation23
Radical analysis network for learning hierarchies of Chinese characters23
Edge-guided Composition Network for Image Stitching23
DMT: Dynamic mutual training for semi-supervised learning23
MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization23
Internet financing credit risk evaluation using multiple structural interacting elastic net feature selection23
Universal adversarial perturbations against object detection23
Deep neural networks ensemble to detect COVID-19 from CT scans22
Deep residual pooling network for texture recognition22
Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition22
Transductive semi-supervised metric learning for person re-identification22
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting22
ExprADA: Adversarial domain adaptation for facial expression analysis22
Learning shape and motion representations for view invariant skeleton-based action recognition22
Kernel two-dimensional ridge regression for subspace clustering22
AI-Based human audio processing for COVID-19: A comprehensive overview22
Deep attention aware feature learning for person re-Identification22
Joint temporal context exploitation and active learning for video segmentation22
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays22
Client-specific anomaly detection for face presentation attack detection22
A robust and efficient fingerprint image restoration method based on a phase-field model22
Adaptive ROI generation for video object segmentation using reinforcement learning22
Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease22
Modality adversarial neural network for visible-thermal person re-identification22
Multi-label feature selection considering label supplementation22
Systematic review of 3D facial expression recognition methods22
A generalized weighted distance k-Nearest Neighbor for multi-label problems22
Co-attentive multi-task convolutional neural network for facial expression recognition22
Few-shot activity recognition with cross-modal memory network21
Minimum margin loss for deep face recognition21
Robust feature matching using guided local outlier factor21
Generative adversarial classifier for handwriting characters super-resolution21
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes21
Feature wise normalization: An effective way of normalizing data21
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering21
SDUNet: Road extraction via spatial enhanced and densely connected UNet21
Few-shot traffic sign recognition with clustering inductive bias and random neural network21
Multichannel dynamic modeling of non-Gaussian mixtures21
Deep asymmetric video-based person re-identification21
Graph Clustering via Variational Graph Embedding21
Language-aware weak supervision for salient object detection21
SCOAT-Net: A novel network for segmenting COVID-19 lung opacification from CT images21
Visual domain adaptation based on modified A21
Rotated cascade R-CNN: A shape robust detector with coordinate regression21
Offline signature verification using a region based deep metric learning network21
Non-rigid infrared and visible image registration by enhanced affine transformation21
MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction21
Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation21
Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection21
Learning multiscale hierarchical attention for video summarization21
Unified Cross-domain Classification via Geometric and Statistical Adaptations21
MFSNet: A multi focus segmentation network for skin lesion segmentation21
Gait recognition invariant to carried objects using alpha blending generative adversarial networks21
Instance-aware representation learning and association for online multi-person tracking21
Efficient k-nearest neighbor search based on clustering and adaptive 21
IoU-uniform R-CNN: Breaking through the limitations of RPN21
Stable feature selection using copula based mutual information21
3D shape reconstruction from multifocus image fusion using a multidirectional modified Laplacian operator21
Unsupervised deep clustering via contractive feature representation and focal loss21
Multi-scale signed recurrence plot based time series classification using inception architectural networks20
Univariate time series classification using information geometry20
Hyper-parameter optimization in classification: To-do or not-to-do20
ProCAN: Progressive growing channel attentive non-local network for lung nodule classification20
A novel eye center localization method for multiview faces20
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification20
Expand globally, shrink locally: Discriminant multi-label learning with missing labels20
A Deep and Structured Metric Learning Method for Robust Person Re-Identification20
Deep label refinement for age estimation20
Faster SVM training via conjugate SMO20
Novel dimensionality reduction approach for unsupervised learning on small datasets20
Identifying the best data-driven feature selection method for boosting reproducibility in classification tasks20
Detecting small faces in the wild based on generative adversarial network and contextual information20
Robust one-stage object detection with location-aware classifiers20
Spatial information enhancement network for 3D object detection from point cloud20
Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment20
MobileGCN applied to low-dimensional node feature learning20
Tooth morphometry using quasi-conformal theory20
Video semantic segmentation via feature propagation with holistic attention20
A non-rigid registration method with application to distorted fingerprint matching20
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection20
Joint adaptive manifold and embedding learning for unsupervised feature selection20
Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis20
Recognizing online handwritten Chinese characters using RNNs with new computing architectures20
Timed-image based deep learning for action recognition in video sequences20
Explainable scale distillation for hyperspectral image classification20
A novel dimension reduction and dictionary learning framework for high-dimensional data classification19
Joint feature extraction and classification in a unified framework for cost-sensitive face recognition19
Continuous conditional random field convolution for point cloud segmentation19
Nonlinear dimensionality reduction for clustering19
Automatic medical image interpretation: State of the art and future directions19
COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention Network19
Entropy based dictionary learning for image classification19
Adaptive feature fusion for visual object tracking19
Well-calibrated confidence measures for multi-label text classification with a large number of labels19
Robust and discriminative image representation: fractional-order Jacobi-Fourier moments19
Nonparallel support vector machine with large margin distribution for pattern classification19
Global-connected network with generalized ReLU activation19
Image analysis by log-polar Exponent-Fourier moments19
Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation19
Robust twin support vector regression based on rescaled Hinge loss19
An efficient framework for zero-shot sketch-based image retrieval19
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition19
Multiple attentional pyramid networks for Chinese herbal recognition19
Hyperspectral remote sensing image classification based on tighter random projection with minimal intra-class variance algorithm19
Contrast-weighted dictionary learning based saliency detection for VHR optical remote sensing images19
Patched-tube unitary transform for robust tensor completion19
Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization19
A Unified Hierarchical XGBoost model for classifying priorities for COVID-19 vaccination campaign19
A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers19
Delving deep into spatial pooling for squeeze-and-excitation networks19
A deep one-shot network for query-based logo retrieval18
GaitSlice: A gait recognition model based on spatio-temporal slice features18
Graph regularized locally linear embedding for unsupervised feature selection18
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system18
Alignment-free cancelable fingerprint templates with dual protection18
A novel classification-selection approach for the self updating of template-based face recognition systems18
Semi-automatic data annotation guided by feature space projection18
SVC-onGoing: Signature verification competition18
Unsupervised deep hashing with node representation for image retrieval18
Graph-based parallel large scale structure from motion18
Face re-identification challenge: Are face recognition models good enough?18
Mixed-precision quantized neural networks with progressively decreasing bitwidth18
Multi‐frame based adversarial learning approach for video surveillance18
BiconNet: An edge-preserved connectivity-based approach for salient object detection18
On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging18
3D-CenterNet: 3D object detection network for point clouds with center estimation priority18
Novel event analysis for human-machine collaborative underwater exploration18
Blind single image super-resolution with a mixture of deep networks18
Non-rigid registration of serial section images by blending transforms for 3D reconstruction18
Graph variational auto-encoder for deriving EEG-based graph embedding18
Graph-based stock correlation and prediction for high-frequency trading systems18