Pattern Recognition Letters

Article	Citations
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	180
Extending the kinematic theory of rapid movements with new primitives	154
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	95
HashWalk: An efficient node classification method based on clique-compressed graph embedding	85
Option compatible reward inverse reinforcement learning	84
Multi-dataset fusion for multi-task learning on face attribute recognition	84
Entire-detail motion dual-branch network for micro-expression recognition	75
GFMRC: A machine reading comprehension model for named entity recognition	73
An analytic study on clustering driven self-supervised speaker verification	69
Rethinking 3D cost aggregation in stereo matching	68
Detection of visual pursuits using 1D convolutional neural networks	65
Robust clustering algorithm: The use of soft trimming approach	63
Achieving high performance on sketch-based image retrieval without real sketches for training	63
FCL-ViT: Task-aware attention tuning for Continual Learning	60
SYNAuG: Exploiting synthetic data for data imbalance problems	59
Fake News Detection using Hashtag Context	56
Semantic-aware self-supervised depth estimation for stereo 3D detection	56
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	54
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	52
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	51
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	49
Cross-attention based dual-similarity network for few-shot learning	49
CrossFormer: Cross-guided attention for multi-modal object detection	46
VMamba-Crowd: Bridging multi-scale features from Visual Mamba for weakly-supervised crowd counting	45
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	44

Pattern detection in the activation space for identifying synthesized content	44
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	44
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	44
A micro Reinforcement Learning architecture for Intrusion Detection Systems	43
Spike-TBR: A noise resilient neuromorphic event representation	42
Conditional Stable Diffusion for Distortion Correction and Image Rectification	41
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	38
Adaptive dynamic networks for object detection in aerial images	38
Editorial Board	37
Salient object detection by aggregating contextual information	37
Self-supervised multi-echo point cloud denoising in snowfall	37
Text-to-image synthesis with self-supervised learning	37
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	35
Fusion Regression	35
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	34
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	34
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	34
Example forgetting and rehearsal in continual learning	33
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	33
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	33
Dual-stream correlation exploration for face anti-Spoofing	32
Similarity activation map for co-salient object detection	32
DLR: Adversarial examples detection and label recovery for deep neural networks	32
Reflections of an ancient document processor	32
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	32
Improvement in design and training of feature pyramid network for contour refinement	32
Hiding data hiding	31
The diversified-equal loss for image translation tasks	31
Iterative ridge regression using the aggregating algorithm	31
Multi-period interaction networks for time series forecasting	30
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	30
Probability propagation for faster and efficient point cloud segmentation using a neural network	30
Learning to resolve uncertainties for large-scale face recognition	30
Attribute disentanglement with gradient reversal for interactive fashion retrieval	30
FoodMem: Near real-time and precise food video segmentation	30
Index for assessment of stationarity in spatiotemporal climatic signals	30
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	29
Edge aware adaptive fusion network for video salient object detection	29
Distilling EEG representations via capsules for affective computing	29
HDRfeat: A feature-rich network for high dynamic range image reconstruction	28
Effective fake news video detection using domain knowledge and multimodal data fusion on youtube	28
Manifold information through neighbor embedding projection for image retrieval	28
Efficient graph edit distance computation using isomorphic vertices	27
Optimized Deep Isolation Forest	27
TMO-Det: Deep tone-mapping optimized with and for object detection	26
Analysis of systems’ performance in natural language processing competitions	26
Continual learning for adaptive social network identification	25
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	25
On the robustness of self-supervised representations for multi-view object classification	24
A more reliable local-global-guided network for correspondence pruning	24

Instance-based learning using the half-space proximal graph	24
GlueHardener: Correspondence enhancement with geometric constraints for visual odometry	24
Diverse video captioning through latent variable expansion	23
Deep active learning: A reality check	23
Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20)	22
Summarized knowledge guidance for single-frame temporal action localization	22
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	22
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	22
New advances in body composition assessment with ShapedNet: A single image deep regression approach	22
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	22
Transformer vision-language tracking via proxy token guided cross-modal fusion	21
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	21
CGNN: Caption-assisted graph neural network for image-text retrieval	21
Cross-project defect prediction based on G-LSTM model	21
Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection	21
Advances in human action, activity and gesture recognition	21
Classification of emotions using EEG activity associated with different areas of the brain	21
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	21
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	21
Deep graph neural network architecture enhanced by self-attention aggregation mechanism	20
Use estimated signal and noise to adjust step size for image restoration	20
CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection	20
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	20
Dual Feature Enhancement Graph Clustering Network	20
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	20
ProFeat: Unsupervised image clustering via progressive feature refinement	20
Dark channel map and union training strategy for object detection in foggy scenes	20
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	20
Edge detection with attention: From global view to local focus	20
Multiple change point clustering of count processes with application to California COVID data	20
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	20
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	19
Deep neural network with deformable convolution and side window convolution for image denoising	19
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions	19
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	19
Fast approximate maximum common subgraph computation	19
Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps	19
Transforming gradient-based techniques into interpretable methods	19
Improving the matching of deformable objects by learning to detect keypoints	19
Kernel-based convolution expansion for facial expression recognition	19
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	19
Semantic-refined spatial pyramid network for crowd counting	18
A lightness-aware loss for low-light image enhancement	18
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	18
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	18
Locality-aware subgraphs for inductive link prediction in knowledge graphs	18
Coarse to fine image matching by mining matchable regions and geometric cues	18
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	18
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	18
Neural network based cognitive approaches from face perception with human performance benchmark	18
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	18
Tadmo: A tabular distance measure with move operations	18
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	17
Clustering-inspired channel selection method for weakly supervised object localization	17
Editorial Board	17
NAS For efficient mobile eyebrow biometrics	17
Cross-erasure enhanced network for occluded person re-identification	17
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	17
Attention Mechanism Based Mixture of Gaussian Processes	17
Global-local graph neural networks for node-classification	17
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	17
Secure storage and matching of latent fingerprints using phase shifting digital holography	17
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	17
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	16
Interpretable answer retrieval based on heterogeneous network embedding	16
MIF: Multi-source information fusion for few-shot classification with CLIP	16
GCAESeg: Grouped Channel Attention Enhanced network for thyroid nodule segmentation in ultrasound images	16
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	16
Panoramic brain network analyzer: A residual graph network with attention mechanism for autism spectrum disorder diagnosis	16
Aggregated masked autoencoding for offline reinforcement learning	16
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	16
An efficient ensemble explainable AI (XAI) approach for morphed face detection	16
InDeepFake: A novel multimodal multilingual indian deepfake video dataset	16
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	15
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	15
Information theoretic clustering of the human pangenome minigraph	15
IoU-Balanced loss functions for single-stage object detection	15
PSA-Det3D: Pillar set abstraction for 3D object detection	15
Bi-discriminator GAN for tabular data synthesis	15
DuaFace: Data uncertainty in angular based loss for face recognition	15

Learning a robust RGB-Thermal detector for extreme modality imbalance	15
CLIPRefiner: Enhancing realism and detail in free-hand sketches through semantically-aware optimization	15
Improving radial lens distortion correction with multi-task learning	15
Uncertainty quantification metrics for deep regression	15
Style transformation super-resolution GAN for extremely small infrared target image	15
Segment Anything Model for detecting salient objects with accurate prompting and Ladder Directional Perception	15
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	15
Improving Parkinson’s disease recognition through voice analysis using deep learning	15
An overhead-free region-based JPEG framework for task-driven image compression	14
Kreĭn twin support vector machines for imbalanced data classification	14
Dead pixel test using effective receptive field	14
Editorial Board	14
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	14
SAMIRO: Spatial Attention Mutual Information Regularization with a pre-trained model as Oracle for lane detection	14
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	14
Non-parametric discretization for probabilistic labeled data	14
Hand-object information embedded dexterous grasping generation	14
Discriminative projection fuzzy K-Means with adaptive neighbors	14
Special section: CIARP-24	14
Feature decomposition-based gaze estimation with auxiliary head pose regression	14
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	14
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	13
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	13
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	13
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications	13
Mind the data: Evaluating data quality sensitivity in medical LLMs	13
Multi-scale self-attention mixup for graph classification	13
Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates	13
Reducing redundancy in the bottleneck representation of autoencoders	13
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	13
Camera-independent color constancy by scene semantics	13
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	13
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	13
Voxel and deep learning based depth complementation for transparent objects	13
Multi-low resource languages in palm leaf manuscript recognition: Syllable-based augmentation and error analysis	13
Editorial Board	13
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	13
Editorial for special section ‘ICPR 2020’	13
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	13
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms	13
Surgical text-to-image generation	12
Editorial Board	12
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	12
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	12
Robust patchmatch HDR image reconstruction for deghosting	12
DSR-Diff: Depth map super-resolution with diffusion model	12
A closed-form solution for conditional multidimensional scaling	12
Information extraction in handwritten historical logbooks	12
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	12
TRIS: A multimodal and multitask framework for unifying text–image retrieval and referring image segmentation	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
Adversarial image generation by spatial transformation in perceptual colorspaces	12
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	12
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI	12
AE+GAE: A mixture model for structural and semantic feature detection in graph neural network regression	12
Progressive dense feature fusion network for single image deraining	12
Multi-head second-order pooling for graph transformer networks	12
EPRVFL: A fast and scalable model for real-time fake news detection	12
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	12
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	12
Editorial Board	12
Hierarchical supervisions with two-stream network for Deepfake detection	12
Federated learning with ℓ1 regularization	12
Channel-spatial knowledge distillation for efficient semantic segmentation	12
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging	12
Editorial Board	12
Memory-efficient distribution-guided experience sampling for policy consolidation	12
Social domain integrated semantic self-discovery method for recommendation	12
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	12
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	11
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	11
Open set classification of untranscribed handwritten text image documents	11
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	11
Image outpainting guided by prior structure information	11
An adaptive index smoothing loss for face anti-spoofing	11
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	11
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	11
An explainable super-resolution visual method for micro-crack image detection	11
CustomDepth: Customizing point-wise depth categories for depth completion	11
Object detection in drone video based on recurrent motion attention	11
SPOT: An efficient training-free task similarity quantification method for continual learning	11
ADFNeT: Adaptive decomposition and fusion for color constancy	11
Active anomaly detection based on deep one-class classification	11
Neuromorphic face analysis: A survey	11
Mask-guided cycle-GAN for specular highlight removal	11
Adaptive knowledge transfer for class incremental learning	11
Generating visual-adaptive audio representation for audio recognition	11
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	11
Deep network pruning: A comparative study on CNNs in face recognition	11
SqCLIRIL: Spoken query cross-lingual information retrieval in Indian languages	11
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	11
Less is more: A minimalist approach to robust GAN-generated face detection	11
Time-aware and task-transferable adversarial attack for perception of autonomous vehicles	10
Micro-expression spotting based on optical flow features	10
Attribute alignment networks for generalized zero-shot learning	10