Pattern Recognition Letters

Article	Citations
Robust clustering algorithm: The use of soft trimming approach	161
A micro Reinforcement Learning architecture for Intrusion Detection Systems	147
Performing Attack Halting Process with Digital Pattern and Proactive Model Resolving the Security Issues in IoT Based Models	144
HashWalk: An efficient node classification method based on clique-compressed graph embedding	103
An analytic study on clustering driven self-supervised speaker verification	88
Pattern detection in the activation space for identifying synthesized content	82
Multi-dataset fusion for multi-task learning on face attribute recognition	75
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	75
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	72
Semantic-aware self-supervised depth estimation for stereo 3D detection	72
CrossFormer: Cross-guided attention for multi-modal object detection	71
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	68
Option compatible reward inverse reinforcement learning	67
Rethinking 3D cost aggregation in stereo matching	65
Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion	63
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	61
GFMRC: A machine reading comprehension model for named entity recognition	60
Extending the kinematic theory of rapid movements with new primitives	58
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	57
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	54
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	54
Detection of visual pursuits using 1D convolutional neural networks	53
Entire-detail motion dual-branch network for micro-expression recognition	50
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	50
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	50

Fake News Detection using Hashtag Context	49
Cross-attention based dual-similarity network for few-shot learning	49
Achieving high performance on sketch-based image retrieval without real sketches for training	48
SYNAuG: Exploiting synthetic data for data imbalance problems	47
Multimodal grid features and cell pointers for scene text visual question answering	46
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	46
Conditional Stable Diffusion for Distortion Correction and Image Rectification	44
Fusion Regression	44
Manifold information through neighbor embedding projection for image retrieval	43
Editorial Board	42
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	42
Quantitative performance evaluation of object detectors in hazy environments	41
FoodMem: Near real-time and precise food video segmentation	41
DLR: Adversarial examples detection and label recovery for deep neural networks	41
Spike-TBR: A noise resilient neuromorphic event representation	40
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	40
Self-supervised multi-echo point cloud denoising in snowfall	40
The diversified-equal loss for image translation tasks	39
HDRfeat: A feature-rich network for high dynamic range image reconstruction	38
Weighted distances on the truncated hexagonal grid	37
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	36
Triplet interactive attention network for cross-modality person re-identification	36
Adaptive dynamic networks for object detection in aerial images	34
Probability propagation for faster and efficient point cloud segmentation using a neural network	34
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	34
Salient object detection by aggregating contextual information	33
Text-to-image synthesis with self-supervised learning	32
Hiding data hiding	31
Attribute disentanglement with gradient reversal for interactive fashion retrieval	31
Iterative ridge regression using the aggregating algorithm	31
Effective fake news video detection using domain knowledge and multimodal data fusion on youtube	31
Improvement in design and training of feature pyramid network for contour refinement	31
Efficient graph edit distance computation using isomorphic vertices	31
Reflections of an ancient document processor	30
Dual-stream correlation exploration for face anti-Spoofing	29
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	29
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	29
Learning to resolve uncertainties for large-scale face recognition	29
Effective semi-supervised learning for structured data using Embedding GANs	29
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	29
Example forgetting and rehearsal in continual learning	29
Summarized knowledge guidance for single-frame temporal action localization	28
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	28
Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection	28
Similarity activation map for co-salient object detection	28
Distilling EEG representations via capsules for affective computing	28
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	28
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	27
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	27
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	27

A more reliable local-global-guided network for correspondence pruning	27
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	27
Classification of emotions using EEG activity associated with different areas of the brain	26
Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20)	26
New advances in body composition assessment with ShapedNet: A single image deep regression approach	26
Instance-based learning using the half-space proximal graph	26
Analysis of systems’ performance in natural language processing competitions	26
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	26
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	26
Transformer vision-language tracking via proxy token guided cross-modal fusion	25
PMMN: Pre-trained multi-Modal network for scene text recognition	25
Cross-project defect prediction based on G-LSTM model	25
On the robustness of self-supervised representations for multi-view object classification	25
Advances in human action, activity and gesture recognition	25
CGNN: Caption-assisted graph neural network for image-text retrieval	25
Continual learning for adaptive social network identification	24
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	24
Diverse video captioning through latent variable expansion	24
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	24
TMO-Det: Deep tone-mapping optimized with and for object detection	24
Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation	23
Use estimated signal and noise to adjust step size for image restoration	23
Gaussian process latent variable model factorization for context-aware recommender systems	23
Fast approximate maximum common subgraph computation	22
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	22
Neural network based cognitive approaches from face perception with human performance benchmark	22
Coarse to fine image matching by mining matchable regions and geometric cues	22
Cross-erasure enhanced network for occluded person re-identification	22
Dark channel map and union training strategy for object detection in foggy scenes	22
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	21
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	21
Transforming gradient-based techniques into interpretable methods	21
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	21
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	21
CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection	21
Convex covariate clustering for classification	20
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	20
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	20
Improving the matching of deformable objects by learning to detect keypoints	20
RGB-IR cross-modality person ReID based on teacher-student GAN model	20
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	20
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	19
ProFeat: Unsupervised image clustering via progressive feature refinement	19
Edge detection with attention: From global view to local focus	19
A lightness-aware loss for low-light image enhancement	19
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	19
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	19
Deep neural network with deformable convolution and side window convolution for image denoising	19
An optimal variable exponent model for Magnetic Resonance Images denoising	19
Robust multi-view continuous subspace clustering	19
Deep adaptive group-based input normalization for financial trading	19
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	19
Bias correction for linear discriminant analysis	18
Multiple change point clustering of count processes with application to California COVID data	18
Symbols Detection and Classification using Graph Neural Networks	18
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	18
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	18
Semantic-refined spatial pyramid network for crowd counting	18
Global-local graph neural networks for node-classification	18
Locality-aware subgraphs for inductive link prediction in knowledge graphs	18
Kernel-based convolution expansion for facial expression recognition	18
Clustering-inspired channel selection method for weakly supervised object localization	18
Multiscale permutation entropy for two-dimensional patterns	18
MIF: Multi-source information fusion for few-shot classification with CLIP	17
Interpretable answer retrieval based on heterogeneous network embedding	17
Panoramic brain network analyzer: A residual graph network with attention mechanism for autism spectrum disorder diagnosis	17
NAS For efficient mobile eyebrow biometrics	17
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	17
Information theoretic clustering of the human pangenome minigraph	17
Improving radial lens distortion correction with multi-task learning	17
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	17
Learning a robust RGB-Thermal detector for extreme modality imbalance	17
Deep learning approaches for workout repetition counting and validation	17
Segment Anything Model for detecting salient objects with accurate prompting and Ladder Directional Perception	17
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	17
An efficient ensemble explainable AI (XAI) approach for morphed face detection	17
On the benefits of defining vicinal distributions in latent space	17
Style transformation super-resolution GAN for extremely small infrared target image	17
Uncertainty quantification metrics for deep regression	17
Editorial Board	16

PSA-Det3D: Pillar set abstraction for 3D object detection	16
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	16
DuaFace: Data uncertainty in angular based loss for face recognition	16
Bi-discriminator GAN for tabular data synthesis	16
Dead pixel test using effective receptive field	16
Secure storage and matching of latent fingerprints using phase shifting digital holography	16
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	16
An overhead-free region-based JPEG framework for task-driven image compression	16
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	16
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	16
Discriminative projection fuzzy K-Means with adaptive neighbors	16
Density-aware and background-aware network for crowd counting via multi-task learning	16
Attention Mechanism Based Mixture of Gaussian Processes	16
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	16
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	16
IoU-Balanced loss functions for single-stage object detection	16
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	16
Hand-object information embedded dexterous grasping generation	15
Improving Parkinson’s disease recognition through voice analysis using deep learning	15
Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs	15
Camera-independent color constancy by scene semantics	15
Hierarchical supervisions with two-stream network for Deepfake detection	15
Channel-spatial knowledge distillation for efficient semantic segmentation	15
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	15
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications	15
Editorial for special section ‘ICPR 2020’	15
Non-parametric discretization for probabilistic labeled data	15
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	15
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	15
Kreĭn twin support vector machines for imbalanced data classification	15
Experts perception-based system to detect misinformation in health websites	15
Editorial Board	15
Adversarial image generation by spatial transformation in perceptual colorspaces	14
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	14
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	14
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	14
Reducing redundancy in the bottleneck representation of autoencoders	14
Feature decomposition-based gaze estimation with auxiliary head pose regression	14
Multi-low resource languages in palm leaf manuscript recognition: Syllable-based augmentation and error analysis	14
Voxel and deep learning based depth complementation for transparent objects	14
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	14
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	14
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	14
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	14
An explainable super-resolution visual method for micro-crack image detection	13
EPRVFL: A fast and scalable model for real-time fake news detection	13
Multi-scale self-attention mixup for graph classification	13
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	13
Social domain integrated semantic self-discovery method for recommendation	13
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	13
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	13
Editorial Board	13
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	13
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI	13
Editorial Board	13
Automatic Annotation Algorithm of Medical Radiological Images using Convolutional Neural Network	13
Editorial Board	13
Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates	13
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	13
Deep network pruning: A comparative study on CNNs in face recognition	13
DSR-Diff: Depth map super-resolution with diffusion model	12
AE+GAE: A mixture model for structural and semantic feature detection in graph neural network regression	12
SqCLIRIL: Spoken query cross-lingual information retrieval in Indian languages	12
Progressive dense feature fusion network for single image deraining	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
Multi-head second-order pooling for graph transformer networks	12
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	12
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	12
Less is more: A minimalist approach to robust GAN-generated face detection	12
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	12
Object detection in drone video based on recurrent motion attention	12
Generating visual-adaptive audio representation for audio recognition	12
Federated learning with ℓ1 regularization	12
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	12
Image outpainting guided by prior structure information	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
Mask-guided cycle-GAN for specular highlight removal	12
Attribute-driven image captioning via soft-switch pointer	12
Surgical text-to-image generation	12
Adaptive knowledge transfer for class incremental learning	12
CustomDepth: Customizing point-wise depth categories for depth completion	12
Open set classification of untranscribed handwritten text image documents	12
A closed-form solution for conditional multidimensional scaling	12
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	12
Robust patchmatch HDR image reconstruction for deghosting	12
Active anomaly detection based on deep one-class classification	12
Editorial Board	12
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	12
Rotation invariant Gabor convolutional neural network for image classification	11
An adaptive index smoothing loss for face anti-spoofing	11
Sequential fusion of facial appearance and dynamics for depression recognition	11
IDeAuth: A novel behavioral biometric-based implicit deauthentication scheme for smartphones	11
Detail preserving conditional random field as 2-D RNN for gland segmentation in histology images	11
A simple and effective patch-Based method for frame-level face anti-spoofing	11
Continual semi-supervised learning through contrastive interpolation consistency	11