Pattern Recognition Letters

Article	Citations
Robust domain-adaptive discriminant analysis	298
Towards a data-driven adaptive anomaly detection system for human activity	164
Option compatible reward inverse reinforcement learning	132
Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion	130
Experiencing with electronic image stabilization and PRNU through scene content image registration	120
Robust clustering algorithm: The use of soft trimming approach	120
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	95
HashWalk: An efficient node classification method based on clique-compressed graph embedding	92
Semantic-aware self-supervised depth estimation for stereo 3D detection	89
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	88
Multi-dataset fusion for multi-task learning on face attribute recognition	83
Detection of visual pursuits using 1D convolutional neural networks	78
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	75
Performing Attack Halting Process with Digital Pattern and Proactive Model Resolving the Security Issues in IoT Based Models	74
Multimodal grid features and cell pointers for scene text visual question answering	73
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	68
GFMRC: A machine reading comprehension model for named entity recognition	68
Cross-attention based dual-similarity network for few-shot learning	66
Entire-detail motion dual-branch network for micro-expression recognition	66
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	65
Extending the kinematic theory of rapid movements with new primitives	65
Rethinking 3D cost aggregation in stereo matching	64
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	64
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	62
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	62

Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	61
An analytic study on clustering driven self-supervised speaker verification	59
CrossFormer: Cross-guided attention for multi-modal object detection	56
A micro Reinforcement Learning architecture for Intrusion Detection Systems	54
Pattern detection in the activation space for identifying synthesized content	53
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	51
Salient object detection by aggregating contextual information	51
A new DCT-PCM method for license plate number detection in drone images	51
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	49
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	49
Effective semi-supervised learning for structured data using Embedding GANs	49
Unconstrained end-to-end text reading with feature rectification	47
Iterative ridge regression using the aggregating algorithm	47
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	47
Dual-stream correlation exploration for face anti-Spoofing	46
Similarity activation map for co-salient object detection	46
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	46
Attribute disentanglement with gradient reversal for interactive fashion retrieval	44
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	43
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	43
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	43
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	42
Effective fake news video detection using domain knowledge and multimodal data fusion on youtube	41
Hiding data hiding	41
Manifold information through neighbor embedding projection for image retrieval	41
Discriminative deep semi-nonnegative matrix factorization network with similarity maximization for unsupervised feature learning	41
Editorial Board	39
Learning to resolve uncertainties for large-scale face recognition	39
Quantitative performance evaluation of object detectors in hazy environments	38
Triplet interactive attention network for cross-modality person re-identification	38
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	38
Probability propagation for faster and efficient point cloud segmentation using a neural network	37
Reflections of an ancient document processor	36
Improvement in design and training of feature pyramid network for contour refinement	36
Editorial Board	35
Example forgetting and rehearsal in continual learning	34
DLR: Adversarial examples detection and label recovery for deep neural networks	34
Self-supervised multi-echo point cloud denoising in snowfall	34
Efficient graph edit distance computation using isomorphic vertices	33
Recognition of human locomotion on various transportations fusing smartphone sensors	32
HDRfeat: A feature-rich network for high dynamic range image reconstruction	31
Weighted distances on the truncated hexagonal grid	31
The diversified-equal loss for image translation tasks	31
Adaptive dynamic networks for object detection in aerial images	31
Distilling EEG representations via capsules for affective computing	30
Text-to-image synthesis with self-supervised learning	30
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	29
Pedestrian instance segmentation with prior structure of semantic parts	29
Gaussian process latent variable model factorization for context-aware recommender systems	29
Summarized knowledge guidance for single-frame temporal action localization	28

Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	28
Advances in human action, activity and gesture recognition	27
Continual learning for adaptive social network identification	27
Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20)	27
Instance-based learning using the half-space proximal graph	26
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	26
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	26
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	26
Cross-project defect prediction based on G-LSTM model	26
PMMN: Pre-trained multi-Modal network for scene text recognition	26
A more reliable local-global-guided network for correspondence pruning	25
Analysis of systems’ performance in natural language processing competitions	25
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	25
New advances in body composition assessment with ShapedNet: A single image deep regression approach	25
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	25
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	25
Transformer vision-language tracking via proxy token guided cross-modal fusion	25
Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation	25
On the robustness of self-supervised representations for multi-view object classification	25
Diverse video captioning through latent variable expansion	25
CGNN: Caption-assisted graph neural network for image-text retrieval	24
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	24
TMO-Det: Deep tone-mapping optimized with and for object detection	24
Kernel-based convolution expansion for facial expression recognition	24
Classification of emotions using EEG activity associated with different areas of the brain	24
Deep adaptive group-based input normalization for financial trading	24
Improving the matching of deformable objects by learning to detect keypoints	24
ProFeat: Unsupervised image clustering via progressive feature refinement	23
Multiscale permutation entropy for two-dimensional patterns	23
A lightness-aware loss for low-light image enhancement	22
Semantic-refined spatial pyramid network for crowd counting	22
Neural network based cognitive approaches from face perception with human performance benchmark	22
Bias correction for linear discriminant analysis	22
An optimal variable exponent model for Magnetic Resonance Images denoising	22
Use estimated signal and noise to adjust step size for image restoration	22
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	22
Temporally sorting images from real-world events	22
Building outlier detection ensembles by selective parameterization of heterogeneous methods	22
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	22
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	21
RGB-IR cross-modality person ReID based on teacher-student GAN model	21
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	21
Robust multi-view continuous subspace clustering	21
Multiple change point clustering of count processes with application to California COVID data	21
Face spoofing detection under super-realistic 3D wax face attacks	21
Action recognition using kinematics posture feature on 3D skeleton joint locations	21
Deep neural network with deformable convolution and side window convolution for image denoising	21
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	21
PASTLE: Pivot-aided space transformation for local explanations	21
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	21
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	20
Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition	20
Transforming gradient-based techniques into interpretable methods	20
Edge detection with attention: From global view to local focus	20
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	20
Fast approximate maximum common subgraph computation	20
Locality-aware subgraphs for inductive link prediction in knowledge graphs	20
Editorial Board	19
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	19
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	19
Two metrics for attributed hypergraphs	19
Convex covariate clustering for classification	19
Symbols Detection and Classification using Graph Neural Networks	18
Discriminative projection fuzzy K-Means with adaptive neighbors	18
On-line learning the graph edit distance costs	18
Deep learning approaches for workout repetition counting and validation	18
NAS For efficient mobile eyebrow biometrics	18
DuaFace: Data uncertainty in angular based loss for face recognition	18
Attention Mechanism Based Mixture of Gaussian Processes	18
Clustering-inspired channel selection method for weakly supervised object localization	17
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	17
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	17
Uncertainty quantification metrics for deep regression	17
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	17
Global-local graph neural networks for node-classification	17
Secure storage and matching of latent fingerprints using phase shifting digital holography	17
An overhead-free region-based JPEG framework for task-driven image compression	17
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	17
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	17
Improving radial lens distortion correction with multi-task learning	17

Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	17
Capturing causality and bias in human action recognition	16
On the benefits of defining vicinal distributions in latent space	16
Bi-discriminator GAN for tabular data synthesis	16
Style transformation super-resolution GAN for extremely small infrared target image	16
An efficient ensemble explainable AI (XAI) approach for morphed face detection	16
Information theoretic clustering of the human pangenome minigraph	16
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	16
A Less-constrained Sclera Recognition Method based on Stem-and-leaf Branches Network	16
Interpretable answer retrieval based on heterogeneous network embedding	16
PSA-Det3D: Pillar set abstraction for 3D object detection	16
Kreĭn twin support vector machines for imbalanced data classification	16
Dead pixel test using effective receptive field	16
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	16
IoU-Balanced loss functions for single-stage object detection	16
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	16
Improving Parkinson’s disease recognition through voice analysis using deep learning	16
Density-aware and background-aware network for crowd counting via multi-task learning	16
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	15
Experts perception-based system to detect misinformation in health websites	15
Editorial Board	15
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	15
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	15
Feature decomposition-based gaze estimation with auxiliary head pose regression	15
Multi-scale self-attention mixup for graph classification	15
Editorial for special section ‘ICPR 2020’	15
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	15
Dynamic relationship identification for abnormality detection on financial time series	15
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	15
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	15
Weakly-supervised video object localization with attentive spatio-temporal correlation	15
Camera-independent color constancy by scene semantics	15
Non-parametric discretization for probabilistic labeled data	15
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	15
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	15
Adversarial image generation by spatial transformation in perceptual colorspaces	14
Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs	14
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications	14
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	14
Information extraction in handwritten historical logbooks	14
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging	14
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	14
Channel-spatial knowledge distillation for efficient semantic segmentation	14
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	14
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI	14
Hierarchical supervisions with two-stream network for Deepfake detection	14
Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates	14
A closed-form solution for conditional multidimensional scaling	14
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	14
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	14
Hand-object information embedded dexterous grasping generation	14
Editorial Board	14
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	14
Reducing redundancy in the bottleneck representation of autoencoders	14
Editorial Board	14
Adaptive knowledge transfer for class incremental learning	14
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	13
Memory-efficient distribution-guided experience sampling for policy consolidation	13
Federated learning withℓ1regularization	13
Mask-guided cycle-GAN for specular highlight removal	13
Attribute-driven image captioning via soft-switch pointer	13
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	13
Diverse part attentive network for video-based person re-identification	13
Social domain integrated semantic self-discovery method for recommendation	13
Progressive dense feature fusion network for single image deraining	13
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	13
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	13
Multi-view discriminant analysis with sample diversity for ECG biometric recognition	13
Editorial Board	13
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	13
Less is more: A minimalist approach to robust GAN-generated face detection	12
Automatic Annotation Algorithm of Medical Radiological Images using Convolutional Neural Network	12
CustomDepth: Customizing point-wise depth categories for depth completion	12
Active anomaly detection based on deep one-class classification	12
ConCoNet: Class-agnostic counting with positive and negative exemplars	12
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	12
Surgical text-to-image generation	12
Multi-head second-order pooling for graph transformer networks	12
Deep network pruning: A comparative study on CNNs in face recognition	12
Open set classification of untranscribed handwritten text image documents	12
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	12
Robust patchmatch HDR image reconstruction for deghosting	12
Using recurrent neural networks for continuous authentication through gait analysis	12
A small object detection method with context information for high altitude images	12
SML: Semantic meta-learning for few-shot semantic segmentation☆	12
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	12
An explainable super-resolution visual method for micro-crack image detection	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
DSR-Diff: Depth map super-resolution with diffusion model	12
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	12
IDeAuth: A novel behavioral biometric-based implicit deauthentication scheme for smartphones	12
Neuromorphic face analysis: A survey	12
Object detection in drone video based on recurrent motion attention	12
Image outpainting guided by prior structure information	12