Pattern Recognition

Article	Citations
Editorial Board	384
Retraction Notice	357
Cross-modal co-feedback cellular automata for RGB-T saliency detection	289
Effective action recognition with embedded key point shifts	288
Holistic word descriptor for lexicon reduction in handwritten arabic documents	258
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	257
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	241
FastOPM—A practical method for partial match of time series	205
Two phase cooperative learning for supervised dimensionality reduction	205
Deep graph matching meets mixed-integer linear programming: Relax or not ?	199
Privileged multi-task learning for attribute-aware aesthetic assessment	187
Looking beyond input frames: Self-supervised adaptation for video super-resolution	187
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	175
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	174
Generalization capacity of multi-class SVM based on Markovian resampling	171
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	160
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	142
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	142
Self-supervised video object segmentation via pseudo label rectification	140
Unsupervised update summarization of news events	140
Gradual interaction network for stereo matching	139
Distribution alignment for cross-device palmprint recognition	139
Multi-task meta label correction for time series prediction	138
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	137
Temporal sparse adversarial attack on sequence-based gait recognition	136

Neural Normalized Cut: A differential and generalizable approach for spectral clustering	135
Mutual Domain Adaptation	135
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	133
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	132
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	132
Implicit face model: Depth super-resolution for 3D face recognition	130
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	130
Balanced seed selection for K-means clustering with determinantal point process	129
A bijective inference network for interpretable identification of RNA N	127
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	126
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	125
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation	120
Support subsets estimation for support vector machines retraining	120
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	119
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	119
Deep reinforcement learning with credit assignment for combinatorial optimization	118
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	118
Robust deep fuzzy K-means clustering for image data	116
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	116
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	116
A Dual Self-Attention mechanism for vehicle re-Identification	116
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	115
Deep and wide nonnegative matrix factorization with embedded regularization	115
Knowledge memorization and generation for action recognition in still images	114
Temporal Consistent Multi-View Perception for Robust Embodied Manipulation	113
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	112
Pseudo-labeling with keyword refining for few-supervised video captioning	108
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	103
DM-GAN: CNN hybrid vits for training GANs under limited data	102
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	98
Dynamic selection for reconstructing instance-dependent noisy labels	95
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	94
A neighborhood-based method for mining and fusing positive and negative false samples	94
SpatioTemporal focus for skeleton-based action recognition	94
Striving for understanding: Deconstructing neural networks in side-channel analysis	94
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	92
Phase Randomization: A data augmentation for domain adaptation in human action recognition	92
Bi-Attention enhanced representation learning for image-text matching	92
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	92
A cross-network node classification method in open-set scenario	92
Kinship verification using multi-level dictionary pair learning for multiple resolution images	91
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	91
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	90
FoCL: Feature-oriented continual learning for generative models	89
Dynamic feature fusion with spatial-temporal context for robust object tracking	89
Dynamic weighted knowledge distillation for brain tumor segmentation	89
Intensity mixture and band-adaptive detail fusion for pansharpening	89
Distance-aware network for physical-world object distribution estimation and counting	88
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	85
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	85

CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	84
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	83
MSAN: Multiscale self-attention network for pansharpening	83
Inter-Attribute awareness for pedestrian attribute recognition	82
GriT-DBSCAN: A spatial clustering algorithm for very large databases	82
BiconNet: An edge-preserved connectivity-based approach for salient object detection	81
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	81
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	81
Head pose estimation using deep neural networks and 3D point clouds	81
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	80
Unsupervised person re-identification via multi-domain joint learning	80
Synthetic unknown class learning for learning unknowns	80
Identifying the key frames: An attention-aware sampling method for action recognition	78
Fast adaptively balanced min-cut clustering	78
A generalized multi-aspect distance metric for mixed-type data clustering	78
Offline signature verification using a region based deep metric learning network	77
Locally Adaptive One-Class Classifier Fusion with Dynamic lp-Norm Constraints for Robust Anomaly Detection	76
Adaptive, Hybrid Feature Selection (AHFS)	75
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	75
An illumination-guided dual attention vision transformer for low-light image enhancement	75
Hyper-feature aggregation and relaxed distillation for class incremental learning	75
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	74
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	73
A kernel path algorithm for general parametric quadratic programming problem	73
Towards Automatic Model Compression via a Unified Two-Stage Framework	73
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	72
Marginal debiased network for fair visual recognition	72
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	71
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	70
A projected gradient solution to the minimum connector problem with extensions to support vector machines	70
Cross-scene foreground segmentation with supervised and unsupervised model communication	69
Elucidating robust learning with uncertainty-aware corruption pattern estimation	69
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	69
FSENet: Feature suppression and enhancement network for tiny object detection	68
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	68
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	68
Efficient federated multi-view learning	68
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	67
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	67
Estimating fund-raising performance for start-up projects from a market graph perspective	66
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	66
Bayesian mixture of gaussian processes for data association problem	66
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	66
Learning sequentially diversified representations for fine-grained categorization	65
Deep contrastive representation learning for supervised tasks	65
Editorial Board	64
Practical protection against video data leakage via universal adversarial head	64
Collaborative contrastive learning for cross-domain gaze estimation	64
Weakly supervised 3D human pose estimation based on PnP projection model	63
Generalization of deep learning models for natural gas indication in 2D seismic data	63
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	62
Deep evidential clustering based on feature representation learning and belief function theory	62
Trajectory-User Linking via Multi-Scale Graph Attention Network	62
OpenInst: A simple query-based method for open-world instance segmentation	62
A unified framework for unsupervised action learning via global-to-local motion transformer	61
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	61
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	61
Driver multi-task emotion recognition network based on multi-modal facial video analysis	61
Center Prediction Loss for Re-identification	61
Local-enhanced representation for text-based person search	60
Super-encoder with cooperative autoencoder networks	60
Indefinite twin support vector machine with DC functions programming	60
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	59
Feature decoupling and regeneration towards wifi-based human activity recognition	59
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	59
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	59
Privacy-preserving speaker verification system using Ranking-of-Element hashing	59
Rank Gap Sensitive Deep AUC maximization for CTR prediction	58
Stain-adaptive self-supervised learning for histopathology image analysis	58
Robust image hiding network with Frequency and Spatial Attentions	58
Mitigate the classification ambiguity via localization-classification sequence in object detection	58
TreEnhance: A tree search method for low-light image enhancement	58
Joint multi-label learning and feature extraction for temporal link prediction	57
Human interaction recognition framework based on interacting body part attention	57
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	57
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	57
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	57
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	57
Table representation learning using heterogeneous graph embedding	57
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	56

Semantic perceptive infrared and visible image fusion Transformer	56
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	56
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	56
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	56
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	56
Multi-proxy feature learning for robust fine-grained visual recognition	56
Generating Transferable Adversarial Examples for Speech Classification	55
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	55
Learning a bi-directional discriminative representation for deep clustering	55
Multi scale pixel attention and feature extraction based neural network for image denoising	55
Linearized alternating direction method of multipliers for elastic-net support vector machines	55
Towards better long-tailed oracle character recognition with adversarial data augmentation	55
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	54
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	54
Geometric-inspired graph-based Incomplete Multi-view Clustering	54
Auto-attention mechanism for multi-view deep embedding clustering	54
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	54
GDB: Gated Convolutions-based Document Binarization	54
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	53
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	53
A novel relation aware wrapper method for feature selection	53
Modeling and clustering of heterogeneous multivariate categorical sequences	52
Editorial Board	52
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	52
NCL++: Nested Collaborative Learning for long-tailed visual recognition	51
Dynamic and static mutual fitting for action recognition	51
Cross-View kernel transfer	51
Editorial Board	51
Hiding multiple images into a single image via joint compressive autoencoders	51
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	51
Weak segmentation supervised deep neural networks for pedestrian detection	50
Multimodal urban traffic flow prediction based on multi-scale time series imaging	50
Mixed-order spectral clustering for complex networks	49
Self-randomized focuses effectively boost metric-based few-shot classifiers	49
Versatile, full‐spectrum, and swift network sampling for model generation	49
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	49
Real masks and spoof faces: On the masked face presentation attack detection	49
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	49
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	49
CLIP prior-guided 3D open-vocabulary occupancy prediction	49
Editorial Board	49
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	49
FeverNet: Enabling accurate and robust remote fever screening	48
Non-residual unrestricted pruned ultra-faster line detection for edge devices	48
A novel GCN-based point cloud classification model robust to pose variances	48
Few pixels attacks with generative model	48
Learning to match features with discriminative sparse graph neural network	48
Temporal segment dropout for human action video recognition	48
Rethinking convolutional neural networks for trajectory refinement	48
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	48
A review of deep-learning-based super-resolution: From methods to applications	48
Generalized pyramid co-attention with learnable aggregation net for video question answering	48
ADCNN: Towards learning adaptive dilation for convolutional neural networks	47
Distributional and spatial-temporal robust representation learning for transportation activity recognition	47
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	47
Joint spatial and scale attention network for multi-view facial expression recognition	47
Region-wise loss for biomedical image segmentation	47
An empirical study of the impact of masks on face recognition	46
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	46
Fully context-aware image inpainting with a learned semantic pyramid	46
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	46
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	45
Weakly privileged learning with knowledge extraction	45
Scene Chinese Recognition with Local and Global Attention	45
End-to-end kernel learning via generative random Fourier features	45
Co-regularized optimal high-order graph embedding for multi-view clustering	45
Dynamic and reliable subtask tracker with general schatten p-norm regularization	45
Mathematical formula detection in document images: A new dataset and a new approach	45
Example-based color transfer with Gaussian mixture modeling	45
ERAT:Eyeglasses removal with attention	45
Rotation invariant point cloud analysis: Where local geometry meets global topology	45
GlobalAP: Global average precision optimization for person re-identification	45
Online portfolio selection with predictive instantaneous risk assessment	45
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	44
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	44
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	44
Coordinating explicit and implicit knowledge for knowledge-based VQA	44
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	44
Weighted clustering: Towards solving the user’s dilemma	44
Doubly contrastive representation learning for federated image recognition	44
Support structure representation learning for sequential data clustering	43
A deformable CNN-based triplet model for fine-grained sketch-based image retrieval	43
A recurrent graph neural network for inductive representation learning on dynamic graphs	43
Arbitrary Order Total Variation for Deformable Image Registration	43
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	43
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	43
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	43
Deep neural network compression through interpretability-based filter pruning	43
Mutual information regularized identity-aware facial expression recognition in compressed video	43
AMLCA: Additive multi-layer convolution-guided cross-attention network for visible and infrared image fusion	43
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	43
A novel hybrid decoding neural network for EEG signal representation	42
Multi-attention augmented network for single image super-resolution	42
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	42
Retinal image enhancement with artifact reduction and structure retention	42