Pattern Recognition

Papers
(The H4-Index of Pattern Recognition is 79. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
Editorial Board324
Retraction Notice311
A cross-network node classification method in open-set scenario267
Cross-modal co-feedback cellular automata for RGB-T saliency detection246
Effective action recognition with embedded key point shifts222
Holistic word descriptor for lexicon reduction in handwritten arabic documents219
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring207
Distance-aware network for physical-world object distribution estimation and counting192
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering184
A neighborhood-based method for mining and fusing positive and negative false samples183
FastOPM—A practical method for partial match of time series183
Two phase cooperative learning for supervised dimensionality reduction183
Deep graph matching meets mixed-integer linear programming: Relax or not ?174
Looking beyond input frames: Self-supervised adaptation for video super-resolution169
Privileged multi-task learning for attribute-aware aesthetic assessment163
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding161
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection160
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data160
Fast adaptively balanced min-cut clustering149
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer141
Knowledge memorization and generation for action recognition in still images138
Synthetic unknown class learning for learning unknowns138
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions135
Phase Randomization: A data augmentation for domain adaptation in human action recognition134
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation133
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images133
Leveraging tensor kernels to reduce objective function mismatch in deep clustering130
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space126
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization125
Kinship verification using multi-level dictionary pair learning for multiple resolution images124
Hyper-feature aggregation and relaxed distillation for class incremental learning122
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing119
Robust Table Detection and Structure Recognition from Heterogeneous Document Images117
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs116
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation113
Mutual Domain Adaptation113
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs112
Unsupervised update summarization of news events110
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation109
Multi-task meta label correction for time series prediction109
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis109
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation109
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map107
An illumination-guided dual attention vision transformer for low-light image enhancement106
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system106
Intensity mixture and band-adaptive detail fusion for pansharpening105
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer105
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls104
Support subsets estimation for support vector machines retraining103
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network102
Identifying the key frames: An attention-aware sampling method for action recognition101
Bounded exponential loss function based AdaBoost ensemble of OCSVMs100
Unsupervised person re-identification via multi-domain joint learning99
DM-GAN: CNN hybrid vits for training GANs under limited data98
Temporal sparse adversarial attack on sequence-based gait recognition97
A generalized multi-aspect distance metric for mixed-type data clustering97
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering96
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation93
Distribution alignment for cross-device palmprint recognition92
Deep reinforcement learning with credit assignment for combinatorial optimization91
Bi-Attention enhanced representation learning for image-text matching91
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance88
Pseudo-labeling with keyword refining for few-supervised video captioning87
Dynamic selection for reconstructing instance-dependent noisy labels87
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification87
GriT-DBSCAN: A spatial clustering algorithm for very large databases87
Robust deep fuzzy K-means clustering for image data86
Inter-Attribute awareness for pedestrian attribute recognition86
BiconNet: An edge-preserved connectivity-based approach for salient object detection84
Adaptive, Hybrid Feature Selection (AHFS)84
FoCL: Feature-oriented continual learning for generative models84
Generalization capacity of multi-class SVM based on Markovian resampling84
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation84
Head pose estimation using deep neural networks and 3D point clouds83
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation83
SpatioTemporal focus for skeleton-based action recognition83
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation83
Dynamic feature fusion with spatial-temporal context for robust object tracking83
Offline signature verification using a region based deep metric learning network82
A Dual Self-Attention mechanism for vehicle re-Identification79
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface79
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels79
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