Pattern Recognition

Article	Citations
Self-supervised video object segmentation via pseudo label rectification	468
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	431
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	363
Phase Randomization: A data augmentation for domain adaptation in human action recognition	328
Striving for understanding: Deconstructing neural networks in side-channel analysis	315
Looking beyond input frames: Self-supervised adaptation for video super-resolution	253
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	248
One-pass online learning under evolving feature data streams: A non-parametric model	248
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction	237
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	235
Editorial Board	234
FastOPM—A practical method for partial match of time series	233
Trunk-branch contrastive network with multi-view deformable aggregation for multi-view action recognition	219
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	195
Gradual interaction network for stereo matching	193
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	192
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	188
Support subsets estimation for support vector machines retraining	187
Mutual Domain Adaptation	185
Generalization capacity of multi-class SVM based on Markovian resampling	170
Deep and wide nonnegative matrix factorization with embedded regularization	166
Bi-Attention enhanced representation learning for image-text matching	164
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	158
A cross-network node classification method in open-set scenario	158
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	157

An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	157
Distribution alignment for cross-device palmprint recognition	156
Dynamic selection for reconstructing instance-dependent noisy labels	156
A neighborhood-based method for mining and fusing positive and negative false samples	154
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	154
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	152
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	151
Synthetic unknown class learning for learning unknowns	149
Unsupervised person re-identification via multi-domain joint learning	146
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	145
DM-GAN: CNN hybrid vits for training GANs under limited data	142
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	141
Unsupervised update summarization of news events	136
Beyond mask: Rethinking guidance types in few-shot segmentation	135
Robust deep fuzzy K-means clustering for image data	130
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	130
Fast adaptively balanced min-cut clustering	129
Pseudo-labeling with keyword refining for few-supervised video captioning	128
Hyper-feature aggregation and relaxed distillation for class incremental learning	126
Multi-task meta label correction for time series prediction	125
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	122
Deep graph matching meets mixed-integer linear programming: Relax or not ?	120
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	120
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	117
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	113
Privileged multi-task learning for attribute-aware aesthetic assessment	112
MSAN: Multiscale self-attention network for pansharpening	112
SpatioTemporal focus for skeleton-based action recognition	111
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	111
Two phase cooperative learning for supervised dimensionality reduction	110
A generalized multi-aspect distance metric for mixed-type data clustering	109
GriT-DBSCAN: A spatial clustering algorithm for very large databases	108
Scaled robust linear embedding with adaptive neighbors preserving	107
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	107
Spectral Contrastive Clustering	106
Dynamic weighted knowledge distillation for brain tumor segmentation	106
A bijective inference network for interpretable identification of RNA N	102
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	102
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	102
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	101
Intensity mixture and band-adaptive detail fusion for pansharpening	101
AdaPrompt-IR: Adaptive learning to perceive degradation semantic and prompting for all-in-one image restoration	100
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	99
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	98
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	97
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	94
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	92
Temporal sparse adversarial attack on sequence-based gait recognition	92
Inter-Attribute awareness for pedestrian attribute recognition	91
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	91

MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	90
Deep reinforcement learning with credit assignment for combinatorial optimization	90
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	89
Cross-modal co-feedback cellular automata for RGB-T saliency detection	88
Dynamic feature fusion with spatial-temporal context for robust object tracking	88
BiconNet: An edge-preserved connectivity-based approach for salient object detection	88
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	88
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	87
Identifying the key frames: An attention-aware sampling method for action recognition	87
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	86
Balanced seed selection for K-means clustering with determinantal point process	86
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	84
A Dual Self-Attention mechanism for vehicle re-Identification	84
Implicit face model: Depth super-resolution for 3D face recognition	83
Kinship verification using multi-level dictionary pair learning for multiple resolution images	82
Distance-aware network for physical-world object distribution estimation and counting	82
An illumination-guided dual attention vision transformer for low-light image enhancement	81
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	80
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	80
Head pose estimation using deep neural networks and 3D point clouds	79
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion	78
BE-ECM: Belief Entropy-based Evidential C-Means and its application in data clustering	78
A unified framework for unsupervised action learning via global-to-local motion transformer	78
IMCSN: An improved neighborhood aggregation interaction strategy for multi-scale contrastive Siamese networks	77
Early gesture detection in untrimmed streams: A controlled CTC approach for reliable decision-making	77
Collaborative contrastive learning for cross-domain gaze estimation	77
Towards better long-tailed oracle character recognition with adversarial data augmentation	77
Mitigate the classification ambiguity via localization-classification sequence in object detection	77
Stain-adaptive self-supervised learning for histopathology image analysis	76
Consistency and label constrained transfer low-rank representation for cross-light finger vein recognition	76
Weakly supervised 3D human pose estimation based on PnP projection model	76
Semantic perceptive infrared and visible image fusion Transformer	75
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes	75
Unsupervised multiplex graph representation learning via maximizing coding rate reduction	75
Geometric-inspired graph-based Incomplete Multi-view Clustering	75
Auto-attention mechanism for multi-view deep embedding clustering	74
Learning sequentially diversified representations for fine-grained categorization	74
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing	73
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation	72
PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer model for EEG-based drowsiness recognition	72
A landmark-free approach for automatic, dense and robust correspondence of 3D faces	72
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification	71
Driver multi-task emotion recognition network based on multi-modal facial video analysis	71
A Unified Spatial-Spectral-Temporal Network for Hyperspectral Object Tracking	68
Joint multi-label learning and feature extraction for temporal link prediction	68
FSENet: Feature suppression and enhancement network for tiny object detection	68
A novel relation aware wrapper method for feature selection	67
Homogeneous and heterogeneous relational graph for visible-infrared person re-identification	67
Deep contrastive representation learning for supervised tasks	67
Robust sparse and low-redundancy multi-label feature selection with dynamic local and global structure preservation	67
Feature-matching method based on keypoint response constraint using binary encoding of phase congruency	66
Image analysis by fractional-order weighted spherical Bessel-Fourier moments	66
HMSFT: Hierarchical Multi-scale Spatial-Frequency-Temporal collaborative transformer for 3D human pose estimation	66
Elucidating robust learning with uncertainty-aware corruption pattern estimation	65
A feature pair-based neural network embedded decision tree for synergistic drug combination prediction	65
A spatially constrained skew Student’s-t mixture model for brain MR image segmentation and bias field correction	65
Editorial Board	65
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition	65
Deep evidential clustering based on feature representation learning and belief function theory	65
A projected gradient solution to the minimum connector problem with extensions to support vector machines	65
Generalization of deep learning models for natural gas indication in 2D seismic data	65
Estimating fund-raising performance for start-up projects from a market graph perspective	65
Rank Gap Sensitive Deep AUC maximization for CTR prediction	65
Center Prediction Loss for Re-identification	64
Bayesian mixture of gaussian processes for data association problem	64
Robust image hiding network with Frequency and Spatial Attentions	64
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays	64
Editorial Board	64
Variable multi-scale attention fusion network and adaptive correcting gradient optimization for multi-task learning	64
Multi-proxy feature learning for robust fine-grained visual recognition	64
Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images	64
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction	64
Super-encoder with cooperative autoencoder networks	64
Table representation learning using heterogeneous graph embedding	63
Generating Transferable Adversarial Examples for Speech Classification	63
Practical protection against video data leakage via universal adversarial head	63
OpenInst: A simple query-based method for open-world instance segmentation	61
CLEAR: Cross-Transformers With Pre-Trained Language Model for Person Attribute Recognition and Retrieval	61
Towards Automatic Model Compression via a Unified Two-Stage Framework	61
GStitch: Spatial-Temporal Fusion of 3D Gaussian Splattings for Scalable 3D Reconstruction	61

Privacy-preserving speaker verification system using Ranking-of-Element hashing	61
DecloudFormer: Quest the key to consistent thin cloud removal of wide-swath multi-spectral images	60
Binary feature learning with local spectral context-aware attention for classification of hyperspectral images	60
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention	60
Multi scale pixel attention and feature extraction based neural network for image denoising	60
Dual-branch adjacent connection and channel mixing network for video crowd counting	60
Local-enhanced representation for text-based person search	59
Shape-centered representation learning for visible–infrared person re-identification	59
Neural spatial–temporal tensor representation for infrared small target detection	59
Linearized alternating direction method of multipliers for elastic-net support vector machines	59
Feature decoupling and regeneration towards wifi-based human activity recognition	59
Sparse and robust support vector machine with capped squared loss for large-scale pattern classification	58
Indefinite twin support vector machine with DC functions programming	58
Human interaction recognition framework based on interacting body part attention	57
Locality-driven flexible consensus graph learning for multi-view clustering	57
Learning a bi-directional discriminative representation for deep clustering	57
Multi-modal brain tumor segmentation via disentangled representation learning and region-aware contrastive learning	57
TreEnhance: A tree search method for low-light image enhancement	57
Trajectory-User Linking via Multi-Scale Graph Attention Network	57
Efficient federated multi-view learning	57
Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds	57
A multi-resolution self-supervised learning framework for semantic segmentation in histopathology	57
Marginal debiased network for fair visual recognition	57
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study	57
Underwater image enhancement via color constraints and transmission-guided modeling	56
GDB: Gated Convolutions-based Document Binarization	56
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies	56
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks	56
GlobalAP: Global average precision optimization for person re-identification	55
Online portfolio selection with predictive instantaneous risk assessment	55
An empirical study of the impact of masks on face recognition	55
Editorial Board	55
Support structure representation learning for sequential data clustering	55
FeverNet: Enabling accurate and robust remote fever screening	55
Versatile, full‐spectrum, and swift network sampling for model generation	54
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold	54
Multi-granularity interaction and feature recombination network for fine-grained visual classification	54
Editorial Board	54
Editorial Board	54
Cross-View kernel transfer	54
Corrigendum to ‘Toward a Blind Image Quality Evaluator in the Wild by Learning beyond Human Opinion Scores’ Pattern Recognition. Volume 137 (2023) 109296	54
ERAT:Eyeglasses removal with attention	54
Skeleton-prompt: A cross-dataset transfer learning approach for skeleton action recognition	53
A recurrent graph neural network for inductive representation learning on dynamic graphs	53
Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement	53
Transform domain tensor-based deep unrolling network for single-frame infrared small target detection	53
AMLCA: Additive multi-layer convolution-guided cross-attention network for visible and infrared image fusion	52
Constrained and directional ensemble attention for facial action unit detection	51
Non-residual unrestricted pruned ultra-faster line detection for edge devices	51
Adaptively robust high-order tensor factorization for low-rank tensor reconstruction	51
IRCNN: A novel signal decomposition approach based on iterative residue convolutional neural network	51
Hierarchical Context Learning of object components for unsupervised semantic segmentation	50
Joint spatial and scale attention network for multi-view facial expression recognition	50
Cascaded feature fusion with multi-level self-attention mechanism for object detection	50
Learning to match features with discriminative sparse graph neural network	50
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification	50
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression	50
Region-wise loss for biomedical image segmentation	50
Coarse is better? A new pipeline towards self-supervised learning with uncurated images	49
Retinal image enhancement with artifact reduction and structure retention	49
Fully context-aware image inpainting with a learned semantic pyramid	49
Distributional and spatial-temporal robust representation learning for transportation activity recognition	49
Few pixels attacks with generative model	49
Doubly contrastive representation learning for federated image recognition	49
A novel GCN-based point cloud classification model robust to pose variances	49
Hiding multiple images into a single image via joint compressive autoencoders	48
Joint Intra-view and Inter-view Enhanced Tensor Low-rank Induced Affinity Graph Learning	48
Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification	48
WB-LRP: Layer-wise relevance propagation with weight-dependent baseline	48
Efficient search of comprehensively robust neural architectures via multi-fidelity evaluation	48
Hybrid routing transformer for zero-shot learning	48
Low-resolution human pose estimation	48
Self-randomized focuses effectively boost metric-based few-shot classifiers	48
Graph relation distillation for efficient biomedical instance segmentation	48
Weakly privileged learning with knowledge extraction	47
PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering	47
SS ViT: Observing pathologies of multi-layer perceptron weights and re-setting vision transformer	47
Dynamic and static mutual fitting for action recognition	47
Molecular graph contrastive learning with line graph	47
Discriminative feature generation for classification of imbalanced data	47
ADCNN: Towards learning adaptive dilation for convolutional neural networks	47
ResPrune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating CNN	47
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation	47
Coordinating explicit and implicit knowledge for knowledge-based VQA	47
Mathematical formula detection in document images: A new dataset and a new approach	47
Temporal segment dropout for human action video recognition	47
Consensus Incomplete Multi-View Clustering with Nonconvex Tensor Smooth Graph Learning	47
CGMV-EGR: A multimodal fusion framework for electromyographic gesture recognition	47
Co-regularized optimal high-order graph embedding for multi-view clustering	46
Rethinking convolutional neural networks for trajectory refinement	46
Leveraging Transformer-based autoencoders for low-rank multi-view subspace clustering	46
Non-negative Tucker decomposition with graph regularization and smooth constraint for clustering	46
Multimodal urban traffic flow prediction based on multi-scale time series imaging	46
MGCM: Multi-modal graph convolutional mamba for cancer survival prediction	46
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking	46