Pattern Recognition

Article	Citations
Spectral Contrastive Clustering	423
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	387
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	324
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	315
Deep graph matching meets mixed-integer linear programming: Relax or not ?	291
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	274
Self-supervised video object segmentation via pseudo label rectification	249
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	222
Two phase cooperative learning for supervised dimensionality reduction	209
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	208
Unsupervised person re-identification via multi-domain joint learning	197
Balanced seed selection for K-means clustering with determinantal point process	189
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	188
Scaled robust linear embedding with adaptive neighbors preserving	182
STAR-Net: An Interpretable Model-Aided Network for Remote Sensing Image Denoising	182
Kinship verification using multi-level dictionary pair learning for multiple resolution images	174
Distribution alignment for cross-device palmprint recognition	172
Fast adaptively balanced min-cut clustering	170
Effective action recognition with embedded key point shifts	156
Temporal sparse adversarial attack on sequence-based gait recognition	155
Spectral Compression Transformer with Line Pose Graph for Monocular 3D Human Pose Estimation	154
A Dual Self-Attention mechanism for vehicle re-Identification	153
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts	152
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	149
Implicit face model: Depth super-resolution for 3D face recognition	149

Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	149
A bijective inference network for interpretable identification of RNA N	147
Gradual interaction network for stereo matching	145
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	145
Looking beyond input frames: Self-supervised adaptation for video super-resolution	144
Holistic word descriptor for lexicon reduction in handwritten arabic documents	143
Dynamic selection for reconstructing instance-dependent noisy labels	142
Beyond mask: Rethinking guidance types in few-shot segmentation	139
Unsupervised update summarization of news events	138
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation	137
Bi-Attention enhanced representation learning for image-text matching	136
Pseudo-labeling with keyword refining for few-supervised video captioning	133
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	132
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	131
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	131
Synthetic unknown class learning for learning unknowns	129
A neighborhood-based method for mining and fusing positive and negative false samples	126
A cross-network node classification method in open-set scenario	125
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	123
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	119
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	118
Hyper-feature aggregation and relaxed distillation for class incremental learning	117
Distance-aware network for physical-world object distribution estimation and counting	112
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	111
Dynamic weighted knowledge distillation for brain tumor segmentation	108
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	106
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	106
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	104
MSAN: Multiscale self-attention network for pansharpening	104
DM-GAN: CNN hybrid vits for training GANs under limited data	102
Deep and wide nonnegative matrix factorization with embedded regularization	102
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	102
FoCL: Feature-oriented continual learning for generative models	101
Deep reinforcement learning with credit assignment for combinatorial optimization	101
BiconNet: An edge-preserved connectivity-based approach for salient object detection	100
Dynamic feature fusion with spatial-temporal context for robust object tracking	98
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	98
Knowledge memorization and generation for action recognition in still images	98
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	95
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	95
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	94
Cross-modal co-feedback cellular automata for RGB-T saliency detection	94
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	94
Privileged multi-task learning for attribute-aware aesthetic assessment	93
A generalized multi-aspect distance metric for mixed-type data clustering	92
FastOPM—A practical method for partial match of time series	91
Identifying the key frames: An attention-aware sampling method for action recognition	90
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	89
Support subsets estimation for support vector machines retraining	88
SpatioTemporal focus for skeleton-based action recognition	88

RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	88
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	87
Intensity mixture and band-adaptive detail fusion for pansharpening	87
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	87
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	86
Generalization capacity of multi-class SVM based on Markovian resampling	85
Multi-task meta label correction for time series prediction	83
Mutual Domain Adaptation	83
Phase Randomization: A data augmentation for domain adaptation in human action recognition	82
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	81
Editorial Board	80
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	80
An illumination-guided dual attention vision transformer for low-light image enhancement	79
Inter-Attribute awareness for pedestrian attribute recognition	78
Offline signature verification using a region based deep metric learning network	78
GriT-DBSCAN: A spatial clustering algorithm for very large databases	78
Frequency-domain Multi-Scale Graph Learning with Information-Theoretic Constraint for Spatio-temporal Prediction	77
Fuzzy Clustering Algorithm with Locality Preserving based on Anchor Graph	77
Striving for understanding: Deconstructing neural networks in side-channel analysis	76
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	76
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	76
Head pose estimation using deep neural networks and 3D point clouds	74
Robust deep fuzzy K-means clustering for image data	74
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	74
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	74
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	73
A projected gradient solution to the minimum connector problem with extensions to support vector machines	72
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	72
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	71
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	70
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	69
Estimating fund-raising performance for start-up projects from a market graph perspective	69
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	69
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	69
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	69
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies	69
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	69
Editorial Board	69
Stain-adaptive self-supervised learning for histopathology image analysis	68
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	68
Privacy-preserving speaker verification system using Ranking-of-Element hashing	67
Collaborative contrastive learning for cross-domain gaze estimation	67
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	66
Deep contrastive representation learning for supervised tasks	65
Local-enhanced representation for text-based person search	65
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	65
Deep evidential clustering based on feature representation learning and belief function theory	64
Editorial Board	64
OpenInst: A simple query-based method for open-world instance segmentation	64
Weakly supervised 3D human pose estimation based on PnP projection model	64
Rank Gap Sensitive Deep AUC maximization for CTR prediction	63
Robust image hiding network with Frequency and Spatial Attentions	63
Trajectory-User Linking via Multi-Scale Graph Attention Network	63
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	63
Table representation learning using heterogeneous graph embedding	62
Indefinite twin support vector machine with DC functions programming	62
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	62
A unified framework for unsupervised action learning via global-to-local motion transformer	62
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	61
Feature decoupling and regeneration towards wifi-based human activity recognition	61
Learning sequentially diversified representations for fine-grained categorization	61
Marginal debiased network for fair visual recognition	61
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	61
Driver multi-task emotion recognition network based on multi-modal facial video analysis	60
Center Prediction Loss for Re-identification	60
Practical protection against video data leakage via universal adversarial head	60
Efficient federated multi-view learning	60
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	60
Joint multi-label learning and feature extraction for temporal link prediction	60
Human interaction recognition framework based on interacting body part attention	60
Learning a bi-directional discriminative representation for deep clustering	60
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	60
Auto-attention mechanism for multi-view deep embedding clustering	59
Generalization of deep learning models for natural gas indication in 2D seismic data	59
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	59
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	59
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	59
A novel relation aware wrapper method for feature selection	59
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	58
Towards better long-tailed oracle character recognition with adversarial data augmentation	58

Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	57
GDB: Gated Convolutions-based Document Binarization	57
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	57
Elucidating robust learning with uncertainty-aware corruption pattern estimation	57
Mitigate the classification ambiguity via localization-classification sequence in object detection	57
Anisotropic pth-order TV-based Retinex decomposition with adaptive reflectance regularizer for lo	56
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	56
Super-encoder with cooperative autoencoder networks	56
Bayesian mixture of gaussian processes for data association problem	56
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	56
Towards Automatic Model Compression via a Unified Two-Stage Framework	55
An Efficient and Lightweight Pyramid Attention for Image Deblurring	55
Multi-proxy feature learning for robust fine-grained visual recognition	55
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	55
Linearized alternating direction method of multipliers for elastic-net support vector machines	55
TreEnhance: A tree search method for low-light image enhancement	54
FSENet: Feature suppression and enhancement network for tiny object detection	54
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	54
Generating Transferable Adversarial Examples for Speech Classification	54
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	53
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	53
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	53
Multi scale pixel attention and feature extraction based neural network for image denoising	53
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	53
Geometric-inspired graph-based Incomplete Multi-view Clustering	53
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	53
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	52
Weak segmentation supervised deep neural networks for pedestrian detection	52
Semantic perceptive infrared and visible image fusion Transformer	52
Metaheuristic Search Based Feature Selection Methods for Classification of Cancer	52
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	52
Molecular graph contrastive learning with line graph	51
FeverNet: Enabling accurate and robust remote fever screening	51
Learning to match features with discriminative sparse graph neural network	51
A recurrent graph neural network for inductive representation learning on dynamic graphs	51
A deformable CNN-based triplet model for fine-grained sketch-based image retrieval	51
Adaptively robust high-order tensor factorization for low-rank tensor reconstruction	51
Coordinating explicit and implicit knowledge for knowledge-based VQA	51
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	51
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	50
Weakly privileged learning with knowledge extraction	50
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	50
Rethinking convolutional neural networks for trajectory refinement	50
Editorial Board	50
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	49
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	49
Multi-granularity interaction and feature recombination network for fine-grained visual classification	49
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	49
Deep neural network compression through interpretability-based filter pruning	49
ERAT:Eyeglasses removal with attention	49
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	49
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	48
Non-residual unrestricted pruned ultra-faster line detection for edge devices	48
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	48
Editorial Board	48
NCL++: Nested Collaborative Learning for long-tailed visual recognition	47
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	47
GlobalAP: Global average precision optimization for person re-identification	47
Online portfolio selection with predictive instantaneous risk assessment	47
Mathematical formula detection in document images: A new dataset and a new approach	46
Editorial Board	46
Generalized pyramid co-attention with learnable aggregation net for video question answering	46
End-to-end kernel learning via generative random Fourier features	46
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	46
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	46
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	46
Low-resolution human pose estimation	46
Hiding multiple images into a single image via joint compressive autoencoders	46
Joint spatial and scale attention network for multi-view facial expression recognition	46
Real masks and spoof faces: On the masked face presentation attack detection	46
Versatile, full‐spectrum, and swift network sampling for model generation	46
Discriminative feature generation for classification of imbalanced data	46
Cross-View kernel transfer	45
Region-wise loss for biomedical image segmentation	45
ADCNN: Towards learning adaptive dilation for convolutional neural networks	45
Fully context-aware image inpainting with a learned semantic pyramid	45
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes technique	45
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	45
Dynamic and reliable subtask tracker with general schatten p-norm regularization	45
Few pixels attacks with generative model	45
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	45
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	45
Co-regularized optimal high-order graph embedding for multi-view clustering	44
Arbitrary Order Total Variation for Deformable Image Registration	44
Multi-attention augmented network for single image super-resolution	44
Mutual information regularized identity-aware facial expression recognition in compressed video	44
Learning discriminative feature representation with pixel-level supervision for forest smoke recognition	44
Poincaré Fréchet mean	44
An empirical study of the impact of masks on face recognition	44
CLIP prior-guided 3D open-vocabulary occupancy prediction	44
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	44
Weighted clustering: Towards solving the user’s dilemma	44
Example-based color transfer with Gaussian mixture modeling	43
Hybrid routing transformer for zero-shot learning	43
A review of deep-learning-based super-resolution: From methods to applications	43