Pattern Recognition

Papers
(The TQCC of Pattern Recognition is 16. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
U2-Net: Going deeper with nested U-structure for salient object detection802
Underwater scene prior inspired deep underwater image and video enhancement421
Binary neural networks: A survey258
Sensor-based and vision-based human activity recognition: A comprehensive survey244
A model-based gait recognition method with body pose and human prior knowledge230
Unsupervised domain adaptive re-identification: Theory and practice218
Understanding adversarial attacks on deep learning based medical image analysis systems190
Hypergraph convolution and hypergraph attention186
Reconstruction by inpainting for visual anomaly detection182
Knowledge base graph embedding module design for Visual question answering model155
Cross-modality deep feature learning for brain tumor segmentation148
Deep-Person: Learning discriminative deep features for person Re-Identification140
Deep support vector machine for hyperspectral image classification139
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments136
A review of methods for imbalanced multi-label classification133
Hierarchical dense recursive network for image super-resolution131
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images124
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients123
Feature selection using bare-bones particle swarm optimization with mutual information123
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation115
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays112
Deep co-training for semi-supervised image segmentation112
Handling incomplete heterogeneous data using VAEs111
Uncertainty estimation for stereo matching based on evidential deep learning103
Random vector functional link neural network based ensemble deep learning103
Visual place recognition: A survey from deep learning perspective102
A CenterNet++ model for ship detection in SAR images99
Action Transformer: A self-attention model for short-time pose-based human action recognition99
3D Object Detection for Autonomous Driving: A Survey98
Pruning by explaining: A novel criterion for deep neural network pruning97
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images94
Neighborhood linear discriminant analysis94
Image denoising using complex-valued deep CNN94
Radial-Based Undersampling for imbalanced data classification91
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles91
Spatio-temporal deformable 3D ConvNets with attention for action recognition91
BLOCK-DBSCAN: Fast clustering for large scale data91
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection91
Learning visual relationship and context-aware attention for image captioning91
Structured graph learning for clustering and semi-supervised classification89
Financial time series forecasting with multi-modality graph neural network89
A review of lane detection methods based on deep learning88
Deep neural networks-based relevant latent representation learning for hyperspectral image classification88
Point attention network for semantic segmentation of 3D point clouds88
CAGNet: Content-Aware Guidance for Salient Object Detection85
Multistage attention network for image inpainting85
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix84
A reduced universum twin support vector machine for class imbalance learning83
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference83
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images82
TPM: Multiple object tracking with tracklet-plane matching78
Multi-stage image denoising with the wavelet transform77
A comprehensive survey of multi-view video summarization74
MDFN: Multi-scale deep feature learning network for object detection74
Correlation-aware adversarial domain adaptation and generalization73
MetaMed: Few-shot medical image classification using gradient-based meta-learning73
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images73
UcoSLAM: Simultaneous localization and mapping by fusion of keypoints and squared planar markers73
Video anomaly detection with spatio-temporal dissociation73
Nonlocal patch similarity based heterogeneous remote sensing change detection73
MASTER: Multi-aspect non-local network for scene text recognition72
A novel hybrid approach for crack detection72
Heterogeneous oblique random forest72
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning71
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks71
An effective CNN and Transformer complementary network for medical image segmentation69
Learning attention-guided pyramidal features for few-shot fine-grained recognition68
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging68
Robust deepk-means: An effective and simple method for data clustering68
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network66
Feature selection with kernelized multi-class support vector machine65
Multi-camera multi-player tracking with deep player identification in sports video65
A two-stage hybrid ant colony optimization for high-dimensional feature selection64
Density peaks clustering based on density backbone and fuzzy neighborhood64
Identity-aware CycleGAN for face photo-sketch synthesis and recognition64
A polarization fusion network with geometric feature embedding for SAR ship classification63
Robust semi-supervised nonnegative matrix factorization for image clustering63
HCFNN: High-order coverage function neural network for image classification62
Tackling mode collapse in multi-generator GANs with orthogonal vectors61
Improving the accuracy of global forecasting models using time series data augmentation61
TextMountain: Accurate scene text detection via instance segmentation61
Explainable skin lesion diagnosis using taxonomies61
A survey on 3D mask presentation attack detection and countermeasures60
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network60
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images59
Hyper-sausage coverage function neuron model and learning algorithm for image classification59
Exploring global diverse attention via pairwise temporal relation for video summarization59
Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network58
Towards Non-I.I.D. image classification: A dataset and baselines57
Optical flow and scene flow estimation: A survey57
Self-restrained triplet loss for accurate masked face recognition56
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network56
Attribute and instance weighted naive Bayes55
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-1955
Discriminative subspace matrix factorization for multiview data clustering55
Mean-shift outlier detection and filtering55
Spectral rotation for deep one-step clustering55
Deep features for person re-identification on metric learning55
Semi-supervised robust deep neural networks for multi-label image classification55
Ensemble deep learning for automated visual classification using EEG signals55
Density peak clustering based on relative density relationship55
Multi-model ensemble with rich spatial information for object detection54
Two-step domain adaptation for underwater image enhancement54
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs53
Efficient densely connected convolutional neural networks53
Auto-weighted multi-view co-clustering via fast matrix factorization53
Binary coyote optimization algorithm for feature selection53
Learning binary code for fast nearest subspace search53
Structure-aware human pose estimation with graph convolutional networks53
A novel density-based clustering algorithm using nearest neighbor graph53
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition53
Human activity recognition from UAV-captured video sequences52
Learning efficient, explainable and discriminative representations for pulmonary nodules classification52
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification51
DMT: Dynamic mutual training for semi-supervised learning51
Contextual ensemble network for semantic segmentation51
Spatiotemporal consistency-enhanced network for video anomaly detection51
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection51
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate51
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation51
Cross-modal knowledge reasoning for knowledge-based visual question answering51
Implementing transfer learning across different datasets for time series forecasting50
CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection50
Infrared small target detection via adaptive M-estimator ring top-hat transformation50
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection50
Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)50
Efficient semantic segmentation with pyramidal fusion50
Segmentation information with attention integration for classification of breast tumor in ultrasound image50
Blitz-SLAM: A semantic SLAM in dynamic environments50
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images49
Visual SLAM for robot navigation in healthcare facility49
Semantic-aware scene recognition49
Towards explaining anomalies: A deep Taylor decomposition of one-class models49
Deep morphological networks49
Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation49
Deep discriminative representation for generic palmprint recognition49
PRRNet: Pixel-Region relation network for face forgery detection48
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder48
Hyperspectral super-resolution via coupled tensor ring factorization48
Image super-resolution via channel attention and spatial graph convolutional network48
OAENet: Oriented attention ensemble for accurate facial expression recognition48
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network48
Deep and joint learning of longitudinal data for Alzheimer's disease prediction48
New fractional-order Legendre-Fourier moments for pattern recognition applications48
Pedestrian attribute recognition: A survey48
Joint and individual matrix factorization hashing for large-scale cross-modal retrieval48
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network47
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression47
Plant leaf recognition by integrating shape and texture features47
Fine-grained action recognition using dynamic kernels47
F-measure curves: A tool to visualize classifier performance under imbalance47
Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps47
Modality-specific and shared generative adversarial network for cross-modal retrieval47
Progressive global perception and local polishing network for lung infection segmentation of COVID-19 CT images46
Towards using count-level weak supervision for crowd counting46
Fast sparse coding networks for anomaly detection in videos46
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation46
Graph convolutional network with structure pooling and joint-wise channel attention for action recognition45
One-vs-One classification for deep neural networks45
Digital hair removal by deep learning for skin lesion segmentation45
Scale variance minimization for unsupervised domain adaptation in image segmentation45
Person identification using EEG channel selection with hybrid flower pollination algorithm45
A novel image-dehazing network with a parallel attention block44
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron44
Deep feature augmentation for occluded image classification44
Pedestrian trajectory prediction with convolutional neural networks44
Deformable face net for pose invariant face recognition43
Pairwise dependence-based unsupervised feature selection43
A survey on heterogeneous network representation learning43
Complex Contourlet-CNN for polarimetric SAR image classification43
SGM-Net: Skeleton-guided multimodal network for action recognition43
Multi-label feature selection with shared common mode43
Active k-labelsets ensemble for multi-label classification43
Scene recognition: A comprehensive survey42
CANet: Co-attention network for RGB-D semantic segmentation42
Detection of COVID-19 from speech signal using bio-inspired based cepstral features42
Dirichlet Variational Autoencoder42
An empirical study of the impact of masks on face recognition42
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding42
Learning motion representation for real-time spatio-temporal action localization41
Deep-seated features histogram: A novel image retrieval method41
SDUNet: Road extraction via spatial enhanced and densely connected UNet41
Consistent and diverse multi-View subspace clustering with structure constraint40
Feature wise normalization: An effective way of normalizing data40
Learning image compressed sensing with sub-pixel convolutional generative adversarial network40
Adaptive iterative attack towards explainable adversarial robustness40
An approach to boundary detection for 3D point clouds based on DBSCAN clustering40
Simplified unsupervised image translation for semantic segmentation adaptation40
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules40
Depth-map completion for large indoor scene reconstruction39
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions39
Low-rank adaptive graph embedding for unsupervised feature extraction39
Appropriateness of performance indices for imbalanced data classification: An analysis39
Ensemble Selection based on Classifier Prediction Confidence39
Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes38
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection38
EANet: Iterative edge attention network for medical image segmentation38
A generalized least-squares approach regularized with graph embedding for dimensionality reduction38
Local descriptor-based multi-prototype network for few-shot Learning38
Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering38
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection38
Deep anomaly detection with self-supervised learning and adversarial training38
Projected fuzzy C-means clustering with locality preservation37
Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation37
Multi-label feature selection via manifold regularization and dependence maximization37
DenMune: Density peak based clustering using mutual nearest neighbors37
Generative attention adversarial classification network for unsupervised domain adaptation37
Pedestrian detection with super-resolution reconstruction for low-quality image37
Guided image filtering in shape-from-focus: A comparative analysis37
On the stability of persistent entropy and new summary functions for topological data analysis37
Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities36
Active emulation of computer codes with Gaussian processes – Application to remote sensing36
Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning36
Dual self-attention with co-attention networks for visual question answering36
Gated CNN: Integrating multi-scale feature layers for object detection36
Dual feature extraction network for hyperspectral image analysis36
Contextual deconvolution network for semantic segmentation36
Time-series averaging and local stability-weighted dynamic time warping for online signature verification36
Real masks and spoof faces: On the masked face presentation attack detection36
Training data independent image registration using generative adversarial networks and domain adaptation36
Human trajectory prediction and generation using LSTM models and GANs35
Generalized support vector data description for anomaly detection35
Manifold learning with structured subspace for multi-label feature selection35
BADet: Boundary-Aware 3D Object Detection from Point Clouds35
Online signature verification using single-template matching with time-series averaging and gradient boosting35
Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition35
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease35
Relation-aware dynamic attributed graph attention network for stocks recommendation35
Unsupervised meta-learning for few-shot learning35
Semi-supervised cross-modal image generation with generative adversarial networks35
ReLaText: Exploiting visual relationships for arbitrary-shaped scene text detection with graph convolutional networks35
Contour-enhanced attention CNN for CT-based COVID-19 segmentation35
Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery35
Learning EEG topographical representation for classification via convolutional neural network35
Arbitrary-view human action recognition via novel-view action generation35
Cost-sensitive deep forest for price prediction34
Video anomaly detection and localization using motion-field shape description and homogeneity testing34
Multi-task CNN for restoring corrupted fingerprint images34
Depth upsampling based on deep edge-aware learning34
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting34
Tripool: Graph triplet pooling for 3D skeleton-based action recognition34
Discrete online cross-modal hashing34
Realtime multi-scale scene text detection with scale-based region proposal network34
Multi-dimensional classification via kNN feature augmentation34
Enhancing deep neural networks via multiple kernel learning34
Deep Matching Network for Handwritten Chinese Character Recognition34
Multinomial random forest34
A survey on text generation using generative adversarial networks34
Learning common and label-specific features for multi-Label classification with correlation information34
Head pose estimation using deep neural networks and 3D point clouds33
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