Pattern Recognition

Article	Citations
Editorial Board	345
Retraction Notice	321
Cross-modal co-feedback cellular automata for RGB-T saliency detection	269
Effective action recognition with embedded key point shifts	269
Holistic word descriptor for lexicon reduction in handwritten arabic documents	230
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	227
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	226
Two phase cooperative learning for supervised dimensionality reduction	195
A neighborhood-based method for mining and fusing positive and negative false samples	193
FastOPM—A practical method for partial match of time series	190
Deep graph matching meets mixed-integer linear programming: Relax or not ?	187
Looking beyond input frames: Self-supervised adaptation for video super-resolution	185
Privileged multi-task learning for attribute-aware aesthetic assessment	179
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	169
Fast adaptively balanced min-cut clustering	165
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	164
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	152
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	152
Kinship verification using multi-level dictionary pair learning for multiple resolution images	143
Mutual Domain Adaptation	138
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	138
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	136
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	136
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	132
Dynamic selection for reconstructing instance-dependent noisy labels	129

Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	128
Implicit face model: Depth super-resolution for 3D face recognition	127
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	127
FoCL: Feature-oriented continual learning for generative models	124
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	124
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	120
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	120
Intensity mixture and band-adaptive detail fusion for pansharpening	117
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	116
Pseudo-labeling with keyword refining for few-supervised video captioning	116
Temporal sparse adversarial attack on sequence-based gait recognition	115
Identifying the key frames: An attention-aware sampling method for action recognition	115
Distance-aware network for physical-world object distribution estimation and counting	114
DM-GAN: CNN hybrid vits for training GANs under limited data	113
Striving for understanding: Deconstructing neural networks in side-channel analysis	112
Phase Randomization: A data augmentation for domain adaptation in human action recognition	111
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	110
Bi-Attention enhanced representation learning for image-text matching	109
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	109
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	109
A cross-network node classification method in open-set scenario	109
Unsupervised update summarization of news events	107
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	107
GriT-DBSCAN: A spatial clustering algorithm for very large databases	106
Generalization capacity of multi-class SVM based on Markovian resampling	104
Distribution alignment for cross-device palmprint recognition	103
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	102
Synthetic unknown class learning for learning unknowns	102
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	102
Support subsets estimation for support vector machines retraining	99
SpatioTemporal focus for skeleton-based action recognition	99
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	98
Deep reinforcement learning with credit assignment for combinatorial optimization	96
Inter-Attribute awareness for pedestrian attribute recognition	96
Deep and wide nonnegative matrix factorization with embedded regularization	93
Dynamic feature fusion with spatial-temporal context for robust object tracking	91
An illumination-guided dual attention vision transformer for low-light image enhancement	91
Knowledge memorization and generation for action recognition in still images	90
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	89
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	88
Unsupervised person re-identification via multi-domain joint learning	88
Adaptive, Hybrid Feature Selection (AHFS)	87
Head pose estimation using deep neural networks and 3D point clouds	87
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	86
Offline signature verification using a region based deep metric learning network	86
MSAN: Multiscale self-attention network for pansharpening	85
Robust deep fuzzy K-means clustering for image data	85
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	85
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	85
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	84

A Dual Self-Attention mechanism for vehicle re-Identification	83
Dynamic weighted knowledge distillation for brain tumor segmentation	83
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	82
Multi-task meta label correction for time series prediction	81
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	81
Gradual interaction network for stereo matching	80
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	80
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	80
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	80
Hyper-feature aggregation and relaxed distillation for class incremental learning	80
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	78
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	78
A generalized multi-aspect distance metric for mixed-type data clustering	78
BiconNet: An edge-preserved connectivity-based approach for salient object detection	78
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	76
Mitigate the classification ambiguity via localization-classification sequence in object detection	74
A kernel path algorithm for general parametric quadratic programming problem	74
Privacy-preserving speaker verification system using Ranking-of-Element hashing	74
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	73
Efficient federated multi-view learning	73
Marginal debiased network for fair visual recognition	72
Towards Automatic Model Compression via a Unified Two-Stage Framework	72
Trajectory-User Linking via Multi-Scale Graph Attention Network	72
Bayesian mixture of gaussian processes for data association problem	72
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	71
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	71
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	70
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	70
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	70
A projected gradient solution to the minimum connector problem with extensions to support vector machines	68
FSENet: Feature suppression and enhancement network for tiny object detection	68
Multi-proxy feature learning for robust fine-grained visual recognition	67
Super-encoder with cooperative autoencoder networks	66
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	66
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	65
Stain-adaptive self-supervised learning for histopathology image analysis	64
Learning a bi-directional discriminative representation for deep clustering	64
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	64
Cross-scene foreground segmentation with supervised and unsupervised model communication	64
Elucidating robust learning with uncertainty-aware corruption pattern estimation	63
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	63
Auto-attention mechanism for multi-view deep embedding clustering	63
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	62
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	62
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	62
Feature decoupling and regeneration towards wifi-based human activity recognition	62
Deep contrastive representation learning for supervised tasks	61
Collaborative contrastive learning for cross-domain gaze estimation	61
Local-enhanced representation for text-based person search	61
Practical protection against video data leakage via universal adversarial head	61
Editorial Board	61
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	61
Generalization of deep learning models for natural gas indication in 2D seismic data	61
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	60
OpenInst: A simple query-based method for open-world instance segmentation	60
Driver multi-task emotion recognition network based on multi-modal facial video analysis	59
GDB: Gated Convolutions-based Document Binarization	59
Deep evidential clustering based on feature representation learning and belief function theory	59
Robust image hiding network with Frequency and Spatial Attentions	59
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	59
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	59
Jointly learning compact multi-view hash codes for few-shot FKP recognition	59
A unified framework for unsupervised action learning via global-to-local motion transformer	58
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	58
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	58
Table representation learning using heterogeneous graph embedding	58
Joint multi-label learning and feature extraction for temporal link prediction	58
Learning sequentially diversified representations for fine-grained categorization	57
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	57
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	57
Multivariate time series clustering based on complex network	56
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	56
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	56
Locality-driven flexible consensus graph learning for multi-view clustering	55
Center Prediction Loss for Re-identification	55
Estimating fund-raising performance for start-up projects from a market graph perspective	55
Human interaction recognition framework based on interacting body part attention	55
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	55
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	55
Multi scale pixel attention and feature extraction based neural network for image denoising	54

A novel relation aware wrapper method for feature selection	54
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	54
Semantic perceptive infrared and visible image fusion Transformer	54
Generating Transferable Adversarial Examples for Speech Classification	54
Geometric-inspired graph-based Incomplete Multi-view Clustering	54
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	54
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	53
Linearized alternating direction method of multipliers for elastic-net support vector machines	53
TreEnhance: A tree search method for low-light image enhancement	53
Cross-View kernel transfer	52
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	52
Editorial Board	52
Indefinite twin support vector machine with DC functions programming	52
Towards better long-tailed oracle character recognition with adversarial data augmentation	52
Weak segmentation supervised deep neural networks for pedestrian detection	51
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	51
Editorial Board	51
Discriminative feature generation for classification of imbalanced data	51
Molecular graph contrastive learning with line graph	51
ERAT:Eyeglasses removal with attention	51
CLIP prior-guided 3D open-vocabulary occupancy prediction	51
Coordinating explicit and implicit knowledge for knowledge-based VQA	51
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	51
A novel GCN-based point cloud classification model robust to pose variances	50
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	50
Mixed-order spectral clustering for complex networks	50
Temporal segment dropout for human action video recognition	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
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	49
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	48
Versatile, full‐spectrum, and swift network sampling for model generation	48
Support structure representation learning for sequential data clustering	48
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	48
Editorial Board	48
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	48
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	48
Few pixels attacks with generative model	48
FeverNet: Enabling accurate and robust remote fever screening	48
Rethinking convolutional neural networks for trajectory refinement	47
Weighted clustering: Towards solving the user’s dilemma	47
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	47
Generalized pyramid co-attention with learnable aggregation net for video question answering	47
Dynamic and static mutual fitting for action recognition	47
An empirical study of the impact of masks on face recognition	47
Doubly contrastive representation learning for federated image recognition	47
Non-residual unrestricted pruned ultra-faster line detection for edge devices	47
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	47
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	47
A deformable CNN-based triplet model for fine-grained sketch-based image retrieval	47
A novel hybrid decoding neural network for EEG signal representation	46
ADCNN: Towards learning adaptive dilation for convolutional neural networks	46
Weakly privileged learning with knowledge extraction	46
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	46
Dynamic and reliable subtask tracker with general schatten p-norm regularization	46
Rotation invariant point cloud analysis: Where local geometry meets global topology	46
Mathematical formula detection in document images: A new dataset and a new approach	45
Example-based color transfer with Gaussian mixture modeling	45
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	45
Low-resolution human pose estimation	45
Co-regularized optimal high-order graph embedding for multi-view clustering	45
Online portfolio selection with predictive instantaneous risk assessment	45
Mutual information regularized identity-aware facial expression recognition in compressed video	45
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	45
MFSNet: A multi focus segmentation network for skin lesion segmentation	44
End-to-end kernel learning via generative random Fourier features	44
Learning to match features with discriminative sparse graph neural network	44
Hiding multiple images into a single image via joint compressive autoencoders	44
Joint spatial and scale attention network for multi-view facial expression recognition	43
Distributional and spatial-temporal robust representation learning for transportation activity recognition	43
A recurrent graph neural network for inductive representation learning on dynamic graphs	43
Region-wise loss for biomedical image segmentation	43
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	43
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	43
Scene Chinese Recognition with Local and Global Attention	43
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	43
Deep neural network compression through interpretability-based filter pruning	43
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	42
GlobalAP: Global average precision optimization for person re-identification	42
NCL++: Nested Collaborative Learning for long-tailed visual recognition	42
A review of deep-learning-based super-resolution: From methods to applications	42
Retinal image enhancement with artifact reduction and structure retention	42
Hybrid routing transformer for zero-shot learning	42
Cascaded feature fusion with multi-level self-attention mechanism for object detection	41
Robust and privacy-preserving feature extractor for perturbed images	41
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	41
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	41
Multi-attention augmented network for single image super-resolution	41
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	41
Arbitrary Order Total Variation for Deformable Image Registration	41
Federated learning for medical image analysis: A survey	41
ELSED: Enhanced line SEgment drawing	41
Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability	41
Poincaré Fréchet mean	41
Fully context-aware image inpainting with a learned semantic pyramid	41